diff --git a/.github/workflows/benchmark.yml b/.github/workflows/benchmark.yml
deleted file mode 100644
index 403e19d1..00000000
--- a/.github/workflows/benchmark.yml
+++ /dev/null
@@ -1,51 +0,0 @@
-name: CodSpeed Benchmarks
-
-on:
-  push:
-    branches:
-      - "main"
-  pull_request:
-    types:
-      - opened
-      - synchronize
-      - reopened
-      - ready_for_review
-      - labeled
-  # `workflow_dispatch` allows CodSpeed to trigger backtest
-  # performance analysis in order to generate initial data.
-  workflow_dispatch:
-
-permissions: {}
-
-concurrency:
-  group: ${{ github.workflow }}-${{ github.event.pull_request.number || github.ref }}
-  cancel-in-progress: true
-
-jobs:
-  benchmarks:
-    name: Run benchmarks
-    # PRs only get benchmarked if they have the `run-benchmarks` label.
-    if: |
-      contains(github.event.pull_request.labels.*.name, 'run-benchmarks')
-        || github.event_name == 'push'
-        || github.event_name == 'workflow_dispatch'
-    runs-on: ubuntu-latest
-    steps:
-      - uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8 # v6.0.1
-        with:
-          persist-credentials: false
-
-      - uses: Swatinem/rust-cache@779680da715d629ac1d338a641029a2f4372abb5 # v2.8.2
-        with:
-          cache-all-crates: true
-
-      - uses: astral-sh/setup-uv@681c641aba71e4a1c380be3ab5e12ad51f415867 # v7.1.6
-
-      - name: Build zizmor (release)
-        run: cargo build --release
-
-      - name: Run the benchmarks
-        uses: CodSpeedHQ/action@346a2d8a8d9d38909abd0bc3d23f773110f076ad # v4.4.1
-        with:
-          mode: walltime
-          run: make bench
diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 5a5b056e..9fc6b407 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -22,14 +22,14 @@ jobs:
     name: Lint
     runs-on: ubuntu-latest
     steps:
-      - uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8 # v6.0.1
+      - uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
         with:
           persist-credentials: false
 
       - name: Format
         run: cargo fmt --check
 
-      - uses: Swatinem/rust-cache@779680da715d629ac1d338a641029a2f4372abb5 # v2.8.2
+      - uses: Swatinem/rust-cache@f13886b937689c021905a6b90929199931d60db1 # v2.8.1
 
       - name: Lint
         run: cargo clippy -- --deny warnings
@@ -38,13 +38,13 @@ jobs:
     name: Test
     runs-on: ubuntu-latest
     steps:
-      - uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8 # v6.0.1
+      - uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
         with:
           persist-credentials: false
 
-      - uses: Swatinem/rust-cache@779680da715d629ac1d338a641029a2f4372abb5 # v2.8.2
+      - uses: Swatinem/rust-cache@f13886b937689c021905a6b90929199931d60db1 # v2.8.1
 
-      - uses: astral-sh/setup-uv@681c641aba71e4a1c380be3ab5e12ad51f415867 # v7.1.6
+      - uses: astral-sh/setup-uv@85856786d1ce8acfbcc2f13a5f3fbd6b938f9f41 # v7.1.2
 
       - name: Test dependencies
         run: |
@@ -67,11 +67,11 @@ jobs:
     name: Test site build
     runs-on: ubuntu-latest
     steps:
-      - uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8 # v6.0.1
+      - uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
         with:
           persist-credentials: false
 
-      - uses: astral-sh/setup-uv@681c641aba71e4a1c380be3ab5e12ad51f415867 # v7.1.6
+      - uses: astral-sh/setup-uv@85856786d1ce8acfbcc2f13a5f3fbd6b938f9f41 # v7.1.2
 
       - name: Test site
         run: make site
diff --git a/.github/workflows/codegen.yml b/.github/workflows/codegen.yml
index 00dcb468..4c09cc12 100644
--- a/.github/workflows/codegen.yml
+++ b/.github/workflows/codegen.yml
@@ -22,7 +22,7 @@ jobs:
       pull-requests: write # for opening PRs
 
     steps:
-      - uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8 # v6.0.1
+      - uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
         with:
           persist-credentials: false
 
@@ -31,7 +31,7 @@ jobs:
           make refresh-schemas
 
       - name: create PR
-        uses: peter-evans/create-pull-request@98357b18bf14b5342f975ff684046ec3b2a07725 # v8.0.0
+        uses: peter-evans/create-pull-request@271a8d0340265f705b14b6d32b9829c1cb33d45e # v7.0.8
         with:
           draft: true
           commit-message: "[BOT] update JSON schemas from SchemaStore"
@@ -59,18 +59,18 @@ jobs:
       pull-requests: write # for opening PRs
 
     steps:
-      - uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8 # v6.0.1
+      - uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
         with:
           persist-credentials: false
 
-      - uses: astral-sh/setup-uv@681c641aba71e4a1c380be3ab5e12ad51f415867 # v7.1.6
+      - uses: astral-sh/setup-uv@85856786d1ce8acfbcc2f13a5f3fbd6b938f9f41 # v7.1.2
 
       - name: try to refresh context capabilities
         run: |
           make webhooks-to-contexts
 
       - name: create PR
-        uses: peter-evans/create-pull-request@98357b18bf14b5342f975ff684046ec3b2a07725 # v8.0.0
+        uses: peter-evans/create-pull-request@271a8d0340265f705b14b6d32b9829c1cb33d45e # v7.0.8
         with:
           draft: true
           commit-message: "[BOT] update context capabilities"
@@ -97,18 +97,18 @@ jobs:
       pull-requests: write # for opening PRs
 
     steps:
-      - uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8 # v6.0.1
+      - uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
         with:
           persist-credentials: false
 
-      - uses: astral-sh/setup-uv@681c641aba71e4a1c380be3ab5e12ad51f415867 # v7.1.6
+      - uses: astral-sh/setup-uv@85856786d1ce8acfbcc2f13a5f3fbd6b938f9f41 # v7.1.2
 
       - name: try to refresh CodeQL injection sinks
         run: |
           make codeql-injection-sinks
 
       - name: create PR
-        uses: peter-evans/create-pull-request@98357b18bf14b5342f975ff684046ec3b2a07725 # v8.0.0
+        uses: peter-evans/create-pull-request@271a8d0340265f705b14b6d32b9829c1cb33d45e # v7.0.8
         with:
           draft: true
           commit-message: "[BOT] update CodeQL injection sinks"
diff --git a/.github/workflows/release-binaries.yml b/.github/workflows/release-binaries.yml
index c76760dd..a7bf492e 100644
--- a/.github/workflows/release-binaries.yml
+++ b/.github/workflows/release-binaries.yml
@@ -27,7 +27,7 @@ jobs:
             target: x86_64-pc-windows-msvc
 
     steps:
-      - uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8 # v6.0.1
+      - uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
         with:
           persist-credentials: false
 
@@ -60,7 +60,7 @@ jobs:
         shell: bash
 
       - name: Upload artifact
-        uses: actions/upload-artifact@b7c566a772e6b6bfb58ed0dc250532a479d7789f # v6.0.0
+        uses: actions/upload-artifact@330a01c490aca151604b8cf639adc76d48f6c5d4 # v5.0.0
         with:
           name: artifacts-${{ matrix.target }}
           path: ${{ steps.archive-release.outputs.filename }}
@@ -78,7 +78,7 @@ jobs:
 
     steps:
       - name: Download artifacts
-        uses: actions/download-artifact@37930b1c2abaa49bbe596cd826c3c89aef350131 # v7.0.0
+        uses: actions/download-artifact@018cc2cf5baa6db3ef3c5f8a56943fffe632ef53 # v6.0.0
         with:
           pattern: artifacts-*
           path: distrib/
diff --git a/.github/workflows/release-docker.yml b/.github/workflows/release-docker.yml
index 132ad257..45851771 100644
--- a/.github/workflows/release-docker.yml
+++ b/.github/workflows/release-docker.yml
@@ -43,7 +43,7 @@ jobs:
       packages: write
 
     steps:
-      - uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8 # v6.0.1
+      - uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
         with:
           persist-credentials: false
 
@@ -54,7 +54,7 @@ jobs:
 
       - name: Extract Docker metadata
         id: docker-metadata
-        uses: docker/metadata-action@c299e40c65443455700f0fdfc63efafe5b349051 # v5.10.0
+        uses: docker/metadata-action@318604b99e75e41977312d83839a89be02ca4893 # v5.9.0
         with:
           images: "${{ env.ZIZMOR_IMAGE }}"
 
@@ -86,7 +86,7 @@ jobs:
         shell: bash
 
       - name: Upload digest
-        uses: actions/upload-artifact@b7c566a772e6b6bfb58ed0dc250532a479d7789f # v6.0.0
+        uses: actions/upload-artifact@330a01c490aca151604b8cf639adc76d48f6c5d4 # v5.0.0
         with:
           name: digests-${{ matrix.image.platform-pair }}
           path: ${{ runner.temp }}/digests/*
@@ -107,7 +107,7 @@ jobs:
 
     steps:
       - name: Download digests
-        uses: actions/download-artifact@37930b1c2abaa49bbe596cd826c3c89aef350131 # v7.0.0
+        uses: actions/download-artifact@018cc2cf5baa6db3ef3c5f8a56943fffe632ef53 # v6.0.0
         with:
           path: ${{ runner.temp }}/digests
           pattern: digests-*
@@ -128,7 +128,7 @@ jobs:
 
       - name: Extract Docker metadata
         id: docker-metadata
-        uses: docker/metadata-action@c299e40c65443455700f0fdfc63efafe5b349051 # v5.10.0
+        uses: docker/metadata-action@318604b99e75e41977312d83839a89be02ca4893 # v5.9.0
         env:
           DOCKER_METADATA_ANNOTATIONS_LEVELS: index
         with:
diff --git a/.github/workflows/release-pypi.yml b/.github/workflows/release-pypi.yml
index 41b4dcaf..3079a1a7 100644
--- a/.github/workflows/release-pypi.yml
+++ b/.github/workflows/release-pypi.yml
@@ -37,7 +37,7 @@ jobs:
           #   target: ppc64le
           #   manylinux: "2_28"
     steps:
-      - uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8 # v6.0.1
+      - uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
         with:
           persist-credentials: false
       - name: Build wheels
@@ -47,7 +47,7 @@ jobs:
           args: --release --out dist --manifest-path crates/zizmor/Cargo.toml
           manylinux: ${{ matrix.platform.manylinux }}
       - name: Upload wheels
-        uses: actions/upload-artifact@b7c566a772e6b6bfb58ed0dc250532a479d7789f # v6.0.0
+        uses: actions/upload-artifact@330a01c490aca151604b8cf639adc76d48f6c5d4 # v5.0.0
         with:
           name: wheels-linux-${{ matrix.platform.target }}
           path: dist
@@ -67,7 +67,7 @@ jobs:
           - runner: ubuntu-24.04
             target: armv7
     steps:
-      - uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8 # v6.0.1
+      - uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
         with:
           persist-credentials: false
       - name: Build wheels
@@ -77,7 +77,7 @@ jobs:
           args: --release --out dist --manifest-path crates/zizmor/Cargo.toml
           manylinux: musllinux_1_2
       - name: Upload wheels
-        uses: actions/upload-artifact@b7c566a772e6b6bfb58ed0dc250532a479d7789f # v6.0.0
+        uses: actions/upload-artifact@330a01c490aca151604b8cf639adc76d48f6c5d4 # v5.0.0
         with:
           name: wheels-musllinux-${{ matrix.platform.target }}
           path: dist
@@ -93,7 +93,7 @@ jobs:
           - runner: windows-latest
             target: x86
     steps:
-      - uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8 # v6.0.1
+      - uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
         with:
           persist-credentials: false
       - name: Build wheels
@@ -102,7 +102,7 @@ jobs:
           target: ${{ matrix.platform.target }}
           args: --release --out dist --manifest-path crates/zizmor/Cargo.toml
       - name: Upload wheels
-        uses: actions/upload-artifact@b7c566a772e6b6bfb58ed0dc250532a479d7789f # v6.0.0
+        uses: actions/upload-artifact@330a01c490aca151604b8cf639adc76d48f6c5d4 # v5.0.0
         with:
           name: wheels-windows-${{ matrix.platform.target }}
           path: dist
@@ -118,7 +118,7 @@ jobs:
           - runner: macos-15
             target: aarch64
     steps:
-      - uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8 # v6.0.1
+      - uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
         with:
           persist-credentials: false
       - name: Build wheels
@@ -127,7 +127,7 @@ jobs:
           target: ${{ matrix.platform.target }}
           args: --release --out dist --manifest-path crates/zizmor/Cargo.toml
       - name: Upload wheels
-        uses: actions/upload-artifact@b7c566a772e6b6bfb58ed0dc250532a479d7789f # v6.0.0
+        uses: actions/upload-artifact@330a01c490aca151604b8cf639adc76d48f6c5d4 # v5.0.0
         with:
           name: wheels-macos-${{ matrix.platform.target }}
           path: dist
@@ -136,7 +136,7 @@ jobs:
     name: Build source distribution
     runs-on: ubuntu-latest
     steps:
-      - uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8 # v6.0.1
+      - uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
         with:
           persist-credentials: false
       - name: Build sdist
@@ -145,7 +145,7 @@ jobs:
           command: sdist
           args: --out dist --manifest-path crates/zizmor/Cargo.toml
       - name: Upload sdist
-        uses: actions/upload-artifact@b7c566a772e6b6bfb58ed0dc250532a479d7789f # v6.0.0
+        uses: actions/upload-artifact@330a01c490aca151604b8cf639adc76d48f6c5d4 # v5.0.0
         with:
           name: wheels-sdist
           path: dist
@@ -161,7 +161,7 @@ jobs:
     permissions:
       id-token: write # Trusted Publishing + PEP 740 attestations
     steps:
-      - uses: actions/download-artifact@37930b1c2abaa49bbe596cd826c3c89aef350131 # v7.0.0
+      - uses: actions/download-artifact@018cc2cf5baa6db3ef3c5f8a56943fffe632ef53 # v6.0.0
       - name: Attest
         uses: astral-sh/attest-action@2c727738cea36d6c97dd85eb133ea0e0e8fe754b # v0.0.4
         with:
diff --git a/.github/workflows/release-support-crate.yml b/.github/workflows/release-support-crate.yml
index 51bb1fc5..5c632fbb 100644
--- a/.github/workflows/release-support-crate.yml
+++ b/.github/workflows/release-support-crate.yml
@@ -53,7 +53,7 @@ jobs:
     permissions:
       id-token: write # for trusted publishing to crates.io
     steps:
-      - uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8 # v6.0.1
+      - uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
         with:
           persist-credentials: false
 
diff --git a/.github/workflows/release-zizmor-crate.yml b/.github/workflows/release-zizmor-crate.yml
index 6b5e45ba..ab1e88d9 100644
--- a/.github/workflows/release-zizmor-crate.yml
+++ b/.github/workflows/release-zizmor-crate.yml
@@ -19,7 +19,7 @@ jobs:
     permissions:
       id-token: write # for trusted publishing to crates.io
     steps:
-      - uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8 # v6.0.1
+      - uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
         with:
           persist-credentials: false
 
diff --git a/.github/workflows/site.yml b/.github/workflows/site.yml
index bd0734a6..00ed3b5a 100644
--- a/.github/workflows/site.yml
+++ b/.github/workflows/site.yml
@@ -26,12 +26,12 @@ jobs:
 
     runs-on: ubuntu-latest
     steps:
-      - uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8 # v6.0.1
+      - uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
         with:
           persist-credentials: false
 
       - name: Install the latest version of uv
-        uses: astral-sh/setup-uv@681c641aba71e4a1c380be3ab5e12ad51f415867 # v7.1.6
+        uses: astral-sh/setup-uv@85856786d1ce8acfbcc2f13a5f3fbd6b938f9f41 # v7.1.2
 
       - name: build site
         run: make site
diff --git a/.github/workflows/test-output.yml b/.github/workflows/test-output.yml
index ec9fdec6..9ef0e343 100644
--- a/.github/workflows/test-output.yml
+++ b/.github/workflows/test-output.yml
@@ -19,18 +19,18 @@ jobs:
       pull-requests: write # for 'Leave comment' step
     steps:
       - name: Checkout repository
-        uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8 # v6.0.1
+        uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
         with:
           persist-credentials: false
 
-      - uses: Swatinem/rust-cache@779680da715d629ac1d338a641029a2f4372abb5 # v2.8.2
+      - uses: Swatinem/rust-cache@f13886b937689c021905a6b90929199931d60db1 # v2.8.1
 
       - name: Run zizmor
         run: |
           cargo run -- --format sarif . > results.sarif
 
       - name: Upload SARIF file
-        uses: github/codeql-action/upload-sarif@1b168cd39490f61582a9beae412bb7057a6b2c4e # v4.31.8
+        uses: github/codeql-action/upload-sarif@0499de31b99561a6d14a36a5f662c2a54f91beee # v4.31.2
         with:
           sarif_file: results.sarif
           category: zizmor-test-sarif-presentation
@@ -52,11 +52,11 @@ jobs:
 
     steps:
       - name: Checkout repository
-        uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8 # v6.0.1
+        uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
         with:
           persist-credentials: false
 
-      - uses: Swatinem/rust-cache@779680da715d629ac1d338a641029a2f4372abb5 # v2.8.2
+      - uses: Swatinem/rust-cache@f13886b937689c021905a6b90929199931d60db1 # v2.8.1
 
       - name: Run zizmor
         run: |
@@ -67,27 +67,3 @@ jobs:
             --no-exit-codes \
             --format github \
             crates/zizmor/tests/integration/test-data/several-vulnerabilities.yml
-
-  test-plain-presentation:
-    name: Test plain text presentation
-    runs-on: ubuntu-latest
-    if: contains(github.event.pull_request.labels.*.name, 'test-plain-presentation')
-    permissions: {}
-
-    steps:
-      - name: Checkout repository
-        uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8 # v6.0.1
-        with:
-          persist-credentials: false
-
-      - uses: Swatinem/rust-cache@779680da715d629ac1d338a641029a2f4372abb5 # v2.8.2
-
-      - name: Run zizmor
-        run: |
-          # Normally we'd want a workflow to fail if the audit fails,
-          # but we're only testing presentation here.
-          cargo run \
-            -- \
-            --no-exit-codes \
-            --format plain \
-            crates/zizmor/tests/integration/test-data/several-vulnerabilities.yml
diff --git a/.github/workflows/wolfi-update-check.yml b/.github/workflows/wolfi-update-check.yml
index b83931af..f438ca08 100644
--- a/.github/workflows/wolfi-update-check.yml
+++ b/.github/workflows/wolfi-update-check.yml
@@ -19,7 +19,7 @@ jobs:
       issues: write # to create an issue if a new version is found
 
     steps:
-      - uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8 # v6.0.1
+      - uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
         with:
           persist-credentials: false
           sparse-checkout: support/
diff --git a/.github/workflows/zizmor.yml b/.github/workflows/zizmor.yml
index 92a0f936..359dca6d 100644
--- a/.github/workflows/zizmor.yml
+++ b/.github/workflows/zizmor.yml
@@ -5,11 +5,6 @@ on:
     branches: ["main"]
   pull_request:
     branches: ["**"]
-    types:
-      - opened
-      - synchronize
-      - reopened
-      - ready_for_review
 
 permissions: {}
 
@@ -21,12 +16,12 @@ jobs:
       security-events: write
     steps:
       - name: Checkout repository
-        uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8 # v6.0.1
+        uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
         with:
           persist-credentials: false
 
       - name: Run zizmor 🌈
-        uses: zizmorcore/zizmor-action@e639db99335bc9038abc0e066dfcd72e23d26fb4 # v0.3.0
+        uses: zizmorcore/zizmor-action@e673c3917a1aef3c65c972347ed84ccd013ecda4 # v0.2.0
         with:
           # intentionally not scanning the entire repository,
           # since it contains integration tests.
diff --git a/.gitignore b/.gitignore
index 2a0a134d..dd445d43 100644
--- a/.gitignore
+++ b/.gitignore
@@ -10,6 +10,3 @@
 
 # pending snapshots
 .*.pending-snap
-
-# benchmarks
-.codspeed/
diff --git a/Cargo.lock b/Cargo.lock
index a7638a54..8e74d11a 100644
--- a/Cargo.lock
+++ b/Cargo.lock
@@ -58,9 +58,9 @@ checksum = "683d7910e743518b0e34f1186f92494becacb047c7b6bf616c96772180fef923"
 
 [[package]]
 name = "annotate-snippets"
-version = "0.12.10"
+version = "0.12.9"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "15580ece6ea97cbf832d60ba19c021113469480852c6a2a6beb0db28f097bf1f"
+checksum = "a44baf24dd94e781f74dfe67ffee75a09a57971ddf0f615a178b4f6d404b48ff"
 dependencies = [
  "anstyle",
  "unicode-width 0.2.2",
@@ -228,6 +228,12 @@ version = "0.8.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "5e764a1d40d510daf35e07be9eb06e75770908c27d411ee6c92109c9840eaaf7"
 
+[[package]]
+name = "bitflags"
+version = "1.3.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "bef38d45163c2f1dde094a7dfd33ccf595c92905c8f8f4fdc18d06fb1037718a"
+
 [[package]]
 name = "bitflags"
 version = "2.10.0"
@@ -307,18 +313,18 @@ dependencies = [
 
 [[package]]
 name = "camino"
-version = "1.2.2"
+version = "1.2.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e629a66d692cb9ff1a1c664e41771b3dcaf961985a9774c0eb0bd1b51cf60a48"
+checksum = "276a59bf2b2c967788139340c9f0c5b12d7fd6630315c15c217e559de85d2609"
 dependencies = [
  "serde_core",
 ]
 
 [[package]]
 name = "cc"
-version = "1.2.49"
+version = "1.2.41"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "90583009037521a116abf44494efecd645ba48b6622457080f080b85544e2215"
+checksum = "ac9fe6cdbb24b6ade63616c0a0688e45bb56732262c158df3c0c4bea4ca47cb7"
 dependencies = [
  "find-msvc-tools",
  "shlex",
@@ -338,9 +344,9 @@ checksum = "613afe47fcd5fac7ccf1db93babcb082c5994d996f20b8b159f2ad1658eb5724"
 
 [[package]]
 name = "clap"
-version = "4.5.53"
+version = "4.5.51"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c9e340e012a1bf4935f5282ed1436d1489548e8f72308207ea5df0e23d2d03f8"
+checksum = "4c26d721170e0295f191a69bd9a1f93efcdb0aff38684b61ab5750468972e5f5"
 dependencies = [
  "clap_builder",
  "clap_derive",
@@ -358,9 +364,9 @@ dependencies = [
 
 [[package]]
 name = "clap_builder"
-version = "4.5.53"
+version = "4.5.51"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d76b5d13eaa18c901fd2f7fca939fefe3a0727a953561fefdf3b2922b8569d00"
+checksum = "75835f0c7bf681bfd05abe44e965760fea999a5286c6eb2d59883634fd02011a"
 dependencies = [
  "anstream",
  "anstyle",
@@ -370,9 +376,9 @@ dependencies = [
 
 [[package]]
 name = "clap_complete"
-version = "4.5.61"
+version = "4.5.60"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "39615915e2ece2550c0149addac32fb5bd312c657f43845bb9088cb9c8a7c992"
+checksum = "8e602857739c5a4291dfa33b5a298aeac9006185229a700e5810a3ef7272d971"
 dependencies = [
  "clap",
 ]
@@ -558,12 +564,6 @@ dependencies = [
  "parking_lot_core",
 ]
 
-[[package]]
-name = "data-encoding"
-version = "2.9.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "2a2330da5de22e8a3cb63252ce2abb30116bf5265e89c0e01bc17015ce30a476"
-
 [[package]]
 name = "deranged"
 version = "0.5.4"
@@ -705,9 +705,9 @@ dependencies = [
 
 [[package]]
 name = "find-msvc-tools"
-version = "0.1.5"
+version = "0.1.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "3a3076410a55c90011c298b04d0cfa770b00fa04e1e3c97d3f6c9de105a03844"
+checksum = "52051878f80a721bb68ebfbc930e07b65ba72f2da88968ea5c06fd6ca3d3a127"
 
 [[package]]
 name = "flate2"
@@ -721,12 +721,11 @@ dependencies = [
 
 [[package]]
 name = "fluent-uri"
-version = "0.3.2"
+version = "0.1.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1918b65d96df47d3591bed19c5cca17e3fa5d0707318e4b5ef2eae01764df7e5"
+checksum = "17c704e9dbe1ddd863da1e6ff3567795087b1eb201ce80d8fa81162e1516500d"
 dependencies = [
- "borrow-or-share",
- "ref-cast",
+ "bitflags 1.3.2",
 ]
 
 [[package]]
@@ -924,7 +923,7 @@ dependencies = [
 
 [[package]]
 name = "github-actions-models"
-version = "0.42.0"
+version = "0.40.0"
 dependencies = [
  "indexmap",
  "insta",
@@ -955,9 +954,9 @@ checksum = "e5274423e17b7c9fc20b6e7e208532f9b19825d82dfd615708b70edd83df41f1"
 
 [[package]]
 name = "hashbrown"
-version = "0.16.1"
+version = "0.16.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "841d1cc9bed7f9236f321df977030373f4a4163ae1a7dbfe1a51a2c1a51d9100"
+checksum = "5419bdc4f6a9207fbeba6d11b604d481addf78ecd10c11ad51e76c2f6482748d"
 dependencies = [
  "allocator-api2",
  "equivalent",
@@ -978,11 +977,12 @@ checksum = "7f24254aa9a54b5c858eaee2f5bccdb46aaf0e486a595ed5fd8f86ba55232a70"
 
 [[package]]
 name = "http"
-version = "1.4.0"
+version = "1.3.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e3ba2a386d7f85a81f119ad7498ebe444d2e22c2af0b86b069416ace48b3311a"
+checksum = "f4a85d31aea989eead29a3aaf9e1115a180df8282431156e533de47660892565"
 dependencies = [
  "bytes",
+ "fnv",
  "itoa",
 ]
 
@@ -1291,12 +1291,12 @@ dependencies = [
 
 [[package]]
 name = "indexmap"
-version = "2.12.1"
+version = "2.12.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "0ad4bb2b565bca0645f4d68c5c9af97fba094e9791da685bf83cb5f3ce74acf2"
+checksum = "6717a8d2a5a929a1a2eb43a12812498ed141a0bcfb7e8f7844fbdbe4303bba9f"
 dependencies = [
  "equivalent",
- "hashbrown 0.16.1",
+ "hashbrown 0.16.0",
  "serde",
  "serde_core",
 ]
@@ -1317,9 +1317,9 @@ dependencies = [
 
 [[package]]
 name = "insta"
-version = "1.44.3"
+version = "1.43.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b5c943d4415edd8153251b6f197de5eb1640e56d84e8d9159bea190421c73698"
+checksum = "46fdb647ebde000f43b5b53f773c30cf9b0cb4300453208713fa38b2c70935a0"
 dependencies = [
  "console 0.15.11",
  "once_cell",
@@ -1384,13 +1384,13 @@ dependencies = [
 
 [[package]]
 name = "jsonschema"
-version = "0.37.4"
+version = "0.35.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "73c9ffb2b5c56d58030e1b532d8e8389da94590515f118cf35b5cb68e4764a7e"
+checksum = "0303b14f91cbac17c64aaf2ef60ab71fe5f34c3867cedcbca72c9dd15f5040fe"
 dependencies = [
  "ahash",
+ "base64 0.22.1",
  "bytecount",
- "data-encoding",
  "email_address",
  "fancy-regex",
  "fraction",
@@ -1428,7 +1428,7 @@ version = "0.1.10"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "416f7e718bdb06000964960ffa43b4335ad4012ae8b99060261aa4a8088d5ccb"
 dependencies = [
- "bitflags",
+ "bitflags 2.10.0",
  "libc",
  "redox_syscall",
 ]
@@ -1477,16 +1477,16 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "112b39cec0b298b6c1999fee3e31427f74f676e4cb9879ed1a121b43661a4154"
 
 [[package]]
-name = "ls-types"
-version = "0.0.2"
+name = "lsp-types"
+version = "0.97.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7a7deb98ef9daaa7500324351a5bab7c80c644cfb86b4be0c4433b582af93510"
+checksum = "53353550a17c04ac46c585feb189c2db82154fc84b79c7a66c96c2c644f66071"
 dependencies = [
- "bitflags",
- "fluent-uri 0.3.2",
- "percent-encoding",
+ "bitflags 1.3.2",
+ "fluent-uri 0.1.4",
  "serde",
  "serde_json",
+ "serde_repr",
 ]
 
 [[package]]
@@ -1782,9 +1782,9 @@ checksum = "9b4f627cb1b25917193a259e49bdad08f671f8d9708acfd5fe0a8c1455d87220"
 
 [[package]]
 name = "pest"
-version = "2.8.4"
+version = "2.8.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "cbcfd20a6d4eeba40179f05735784ad32bdaef05ce8e8af05f180d45bb3e7e22"
+checksum = "989e7521a040efde50c3ab6bbadafbe15ab6dc042686926be59ac35d74607df4"
 dependencies = [
  "memchr",
  "ucd-trie",
@@ -1792,9 +1792,9 @@ dependencies = [
 
 [[package]]
 name = "pest_derive"
-version = "2.8.4"
+version = "2.8.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "51f72981ade67b1ca6adc26ec221be9f463f2b5839c7508998daa17c23d94d7f"
+checksum = "187da9a3030dbafabbbfb20cb323b976dc7b7ce91fcd84f2f74d6e31d378e2de"
 dependencies = [
  "pest",
  "pest_generator",
@@ -1802,9 +1802,9 @@ dependencies = [
 
 [[package]]
 name = "pest_generator"
-version = "2.8.4"
+version = "2.8.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "dee9efd8cdb50d719a80088b76f81aec7c41ed6d522ee750178f83883d271625"
+checksum = "49b401d98f5757ebe97a26085998d6c0eecec4995cad6ab7fc30ffdf4b052843"
 dependencies = [
  "pest",
  "pest_meta",
@@ -1815,9 +1815,9 @@ dependencies = [
 
 [[package]]
 name = "pest_meta"
-version = "2.8.4"
+version = "2.8.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "bf1d70880e76bdc13ba52eafa6239ce793d85c8e43896507e43dd8984ff05b82"
+checksum = "72f27a2cfee9f9039c4d86faa5af122a0ac3851441a34865b8a043b46be0065a"
 dependencies = [
  "pest",
  "sha2",
@@ -2048,7 +2048,7 @@ version = "0.5.18"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "ed2bf2547551a7053d6fdfafda3f938979645c44812fbfcda098faae3f1a362d"
 dependencies = [
- "bitflags",
+ "bitflags 2.10.0",
 ]
 
 [[package]]
@@ -2073,14 +2073,14 @@ dependencies = [
 
 [[package]]
 name = "referencing"
-version = "0.37.4"
+version = "0.35.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "4283168a506f0dcbdce31c9f9cce3129c924da4c6bca46e46707fcb746d2d70c"
+checksum = "22d0d0665043906aacf1d83bea9d61e5134f8f437815b84320e7facf8ff4e9c2"
 dependencies = [
  "ahash",
  "fluent-uri 0.4.1",
  "getrandom 0.3.4",
- "hashbrown 0.16.1",
+ "hashbrown 0.16.0",
  "parking_lot",
  "percent-encoding",
  "serde_json",
@@ -2129,9 +2129,9 @@ checksum = "7a2d987857b319362043e95f5353c0535c1f58eec5336fdfcf626430af7def58"
 
 [[package]]
 name = "reqwest"
-version = "0.12.26"
+version = "0.12.24"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "3b4c14b2d9afca6a60277086b0cc6a6ae0b568f6f7916c943a8cdc79f8be240f"
+checksum = "9d0946410b9f7b082a427e4ef5c8ff541a88b357bc6c637c40db3a68ac70a36f"
 dependencies = [
  "base64 0.22.1",
  "bytes",
@@ -2224,7 +2224,7 @@ version = "1.1.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "cd15f8a2c5551a84d56efdc1cd049089e409ac19a3072d5037a17fd70719ff3e"
 dependencies = [
- "bitflags",
+ "bitflags 2.10.0",
  "errno",
  "libc",
  "linux-raw-sys",
@@ -2347,7 +2347,7 @@ version = "3.3.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "80fb1d92c5028aa318b4b8bd7302a5bfcf48be96a37fc6fc790f806b0004ee0c"
 dependencies = [
- "bitflags",
+ "bitflags 2.10.0",
  "core-foundation",
  "core-foundation-sys",
  "libc",
@@ -2490,6 +2490,17 @@ dependencies = [
  "syn 2.0.108",
 ]
 
+[[package]]
+name = "serde_repr"
+version = "0.1.20"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "175ee3e80ae9982737ca543e96133087cbd9a485eecc3bc4de9c1a37b47ea59c"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "syn 2.0.108",
+]
+
 [[package]]
 name = "serde_spanned"
 version = "1.0.3"
@@ -2993,11 +3004,11 @@ dependencies = [
 
 [[package]]
 name = "tower-http"
-version = "0.6.8"
+version = "0.6.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d4e6559d53cc268e5031cd8429d05415bc4cb4aefc4aa5d6cc35fbf5b924a1f8"
+checksum = "adc82fd73de2a9722ac5da747f12383d2bfdb93591ee6c58486e0097890f05f2"
 dependencies = [
- "bitflags",
+ "bitflags 2.10.0",
  "bytes",
  "futures-util",
  "http",
@@ -3017,16 +3028,17 @@ checksum = "121c2a6cda46980bb0fcd1647ffaf6cd3fc79a013de288782836f6df9c48780e"
 
 [[package]]
 name = "tower-lsp-server"
-version = "0.23.0"
+version = "0.22.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "2f0e711655c89181a6bc6a2cc348131fcd9680085f5b06b6af13427a393a6e72"
+checksum = "88f3f8ec0dcfdda4d908bad2882fe0f89cf2b606e78d16491323e918dfa95765"
 dependencies = [
  "bytes",
  "dashmap",
  "futures",
  "httparse",
- "ls-types",
+ "lsp-types",
  "memchr",
+ "percent-encoding",
  "serde",
  "serde_json",
  "tokio",
@@ -3043,9 +3055,9 @@ checksum = "8df9b6e13f2d32c91b9bd719c00d1958837bc7dec474d94952798cc8e69eeec3"
 
 [[package]]
 name = "tracing"
-version = "0.1.43"
+version = "0.1.41"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "2d15d90a0b5c19378952d479dc858407149d7bb45a14de0142f6c534b16fc647"
+checksum = "784e0ac535deb450455cbfa28a6f0df145ea1bb7ae51b821cf5e7927fdcfbdd0"
 dependencies = [
  "pin-project-lite",
  "tracing-attributes",
@@ -3054,9 +3066,9 @@ dependencies = [
 
 [[package]]
 name = "tracing-attributes"
-version = "0.1.31"
+version = "0.1.30"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7490cfa5ec963746568740651ac6781f701c9c5ea257c58e057f3ba8cf69e8da"
+checksum = "81383ab64e72a7a8b8e13130c49e3dab29def6d0c7d76a03087b3cf71c5c6903"
 dependencies = [
  "proc-macro2",
  "quote",
@@ -3065,9 +3077,9 @@ dependencies = [
 
 [[package]]
 name = "tracing-core"
-version = "0.1.35"
+version = "0.1.34"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7a04e24fab5c89c6a36eb8558c9656f30d81de51dfa4d3b45f26b21d61fa0a6c"
+checksum = "b9d12581f227e93f094d3af2ae690a574abb8a2b9b7a96e7cfe9647b2b617678"
 dependencies = [
  "once_cell",
  "valuable",
@@ -3075,9 +3087,9 @@ dependencies = [
 
 [[package]]
 name = "tracing-indicatif"
-version = "0.3.14"
+version = "0.3.13"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e1ef6990e0438749f0080573248e96631171a0b5ddfddde119aa5ba8c3a9c47e"
+checksum = "04d4e11e0e27acef25a47f27e9435355fecdc488867fa2bc90e75b0700d2823d"
 dependencies = [
  "indicatif",
  "tracing",
@@ -3098,9 +3110,9 @@ dependencies = [
 
 [[package]]
 name = "tracing-subscriber"
-version = "0.3.22"
+version = "0.3.20"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "2f30143827ddab0d256fd843b7a66d164e9f271cfa0dde49142c5ca0ca291f1e"
+checksum = "2054a14f5307d601f88daf0553e1cbf472acc4f2c51afab632431cdcd72124d5"
 dependencies = [
  "matchers",
  "nu-ansi-term",
@@ -3116,9 +3128,9 @@ dependencies = [
 
 [[package]]
 name = "tree-sitter"
-version = "0.26.3"
+version = "0.25.10"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "974d205cc395652cfa8b37daa053fe56eebd429acf8dc055503fee648dae981e"
+checksum = "78f873475d258561b06f1c595d93308a7ed124d9977cb26b148c2084a4a3cc87"
 dependencies = [
  "cc",
  "regex",
@@ -3130,9 +3142,9 @@ dependencies = [
 
 [[package]]
 name = "tree-sitter-bash"
-version = "0.25.1"
+version = "0.25.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9e5ec769279cc91b561d3df0d8a5deb26b0ad40d183127f409494d6d8fc53062"
+checksum = "871b0606e667e98a1237ebdc1b0d7056e0aebfdc3141d12b399865d4cb6ed8a6"
 dependencies = [
  "cc",
  "tree-sitter-language",
@@ -3140,7 +3152,7 @@ dependencies = [
 
 [[package]]
 name = "tree-sitter-iter"
-version = "0.0.3"
+version = "0.0.2"
 dependencies = [
  "tree-sitter",
  "tree-sitter-yaml",
@@ -3154,9 +3166,9 @@ checksum = "c4013970217383f67b18aef68f6fb2e8d409bc5755227092d32efb0422ba24b8"
 
 [[package]]
 name = "tree-sitter-powershell"
-version = "0.25.10"
+version = "0.25.9"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "415ec6251d133d26b4f62c60721149fe36c315334f47812450187d6ea59cffdf"
+checksum = "ae0e37101b110badaf99aa40460915a8797ceba15fc0ed22773280377a8dffb6"
 dependencies = [
  "cc",
  "tree-sitter-language",
@@ -3804,7 +3816,7 @@ checksum = "fdd20c5420375476fbd4394763288da7eb0cc0b8c11deed431a91562af7335d3"
 
 [[package]]
 name = "yamlpatch"
-version = "0.8.0"
+version = "0.7.0"
 dependencies = [
  "indexmap",
  "insta",
@@ -3820,7 +3832,7 @@ dependencies = [
 
 [[package]]
 name = "yamlpath"
-version = "0.31.0"
+version = "0.29.0"
 dependencies = [
  "line-index",
  "self_cell",
@@ -3944,7 +3956,7 @@ dependencies = [
 
 [[package]]
 name = "zizmor"
-version = "1.19.0"
+version = "1.18.0"
 dependencies = [
  "annotate-snippets",
  "anstream",
diff --git a/Cargo.toml b/Cargo.toml
index 863aca2b..ea9f178c 100644
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -21,38 +21,38 @@ rust-version = "1.88.0"
 [workspace.dependencies]
 anyhow = "1.0.100"
 github-actions-expressions = { path = "crates/github-actions-expressions", version = "0.0.11" }
-github-actions-models = { path = "crates/github-actions-models", version = "0.42.0" }
+github-actions-models = { path = "crates/github-actions-models", version = "0.40.0" }
 itertools = "0.14.0"
-pest = "2.8.4"
-pest_derive = "2.8.4"
+pest = "2.8.3"
+pest_derive = "2.8.3"
 pretty_assertions = "1.4.1"
-annotate-snippets = "0.12.10"
+annotate-snippets = "0.12.9"
 anstream = "0.6.21"
 assert_cmd = "2.1.1"
 async-trait = "0.1.89"
-camino = "1.2.2"
-clap = "4.5.53"
+camino = "1.2.1"
+clap = "4.5.51"
 clap-verbosity-flag = { version = "3.0.4", default-features = false }
-clap_complete = "4.5.61"
+clap_complete = "4.5.60"
 clap_complete_nushell = "4.5.10"
 csv = "1.3.1"
 etcetera = "0.11.0"
 flate2 = "1.1.5"
 fst = "0.4.7"
 futures = "0.3"
-http = "1.4.0"
+http = "1.3.1"
 http-cache-reqwest = { version = "1.0.0-alpha.2", features = ["manager-moka"] }
 human-panic = "2.0.4"
 ignore = "0.4.25"
-indexmap = { version = "2.12.1", features = ["serde"] }
+indexmap = { version = "2.11.4", features = ["serde"] }
 indicatif = "0.18"
-insta = "1.44.3"
-jsonschema = "0.37.4"
+insta = "1.43.2"
+jsonschema = "0.35.0"
 line-index = "0.1.2"
 memchr = "2.7.6"
 owo-colors = "4.2.3"
 regex = "1.12.1"
-reqwest = { version = "0.12.25", default-features = false }
+reqwest = { version = "0.12.23", default-features = false }
 reqwest-middleware = "0.4.2"
 self_cell = "1"
 serde = { version = "1.0.228", features = ["derive"] }
@@ -65,18 +65,16 @@ tar = "0.4.44"
 terminal-link = "0.1.0"
 thiserror = "2.0.17"
 tokio = { version = "1.47.1", features = ["rt-multi-thread", "io-std"] }
-tower-lsp-server = "0.23"
-tracing = "0.1.43"
-tracing-indicatif = "0.3.14"
+tower-lsp-server = "0.22"
+tracing = "0.1.41"
+tracing-indicatif = "0.3.13"
 tracing-subscriber = "0.3.20"
-tree-sitter = "0.26.3"
-tree-sitter-bash = "0.25.1"
-tree-sitter-iter = { path = "crates/tree-sitter-iter", version = "0.0.3" }
-# Exact version since the upstream performed a breaking change outside of semver.
-# See: https://github.com/zizmorcore/zizmor/pull/1427
-tree-sitter-powershell = "=0.25.10"
-yamlpath = { path = "crates/yamlpath", version = "0.31.0" }
-yamlpatch = { path = "crates/yamlpatch", version = "0.8.0" }
+tree-sitter = "0.25.10"
+tree-sitter-bash = "0.25.0"
+tree-sitter-iter = { path = "crates/tree-sitter-iter", version = "0.0.2" }
+tree-sitter-powershell = "0.25.9"
+yamlpath = { path = "crates/yamlpath", version = "0.29.0" }
+yamlpatch = { path = "crates/yamlpatch", version = "0.7.0" }
 tree-sitter-yaml = "0.7.2"
 tikv-jemallocator = "0.6"
 
diff --git a/Makefile b/Makefile
index a271bc8b..6d7ea8ff 100644
--- a/Makefile
+++ b/Makefile
@@ -53,4 +53,4 @@ pinact:
 
 .PHONY: bench
 bench:
-	uv run --only-group=bench pytest bench/ --codspeed
+	uv run bench/benchmark.py --offline
diff --git a/bench/.gitignore b/bench/.gitignore
new file mode 100644
index 00000000..fbca2253
--- /dev/null
+++ b/bench/.gitignore
@@ -0,0 +1 @@
+results/
diff --git a/bench/__init__.py b/bench/__init__.py
deleted file mode 100644
index e69de29b..00000000
diff --git a/bench/benchmark.py b/bench/benchmark.py
new file mode 100644
index 00000000..2d45224f
--- /dev/null
+++ b/bench/benchmark.py
@@ -0,0 +1,242 @@
+# /// script
+# requires-python = ">=3.12"
+# ///
+
+import argparse
+import hashlib
+import json
+import os
+import shlex
+import shutil
+import subprocess
+import sys
+import tempfile
+from contextlib import contextmanager
+from pathlib import Path
+from typing import Iterator, NoReturn, TypedDict
+
+_DEPS = ["hyperfine", "curl", "unzip"]
+
+_HERE = Path(__file__).parent
+_PROJECT_ROOT = _HERE.parent
+_ZIZMOR = _PROJECT_ROOT / "target" / "release" / "zizmor"
+
+assert (_PROJECT_ROOT / "Cargo.toml").is_file(), "Missing project root?"
+
+_BENCHMARKS = _HERE / "benchmarks.json"
+_RESULTS = _HERE / "results"
+
+assert _BENCHMARKS.is_file(), f"Benchmarks file not found: {_BENCHMARKS}"
+_RESULTS.mkdir(exist_ok=True)
+
+_CACHE_DIR = Path(tempfile.gettempdir()) / "zizmor-benchmark-cache"
+_CACHE_DIR.mkdir(exist_ok=True)
+
+_GH_TOKEN = os.getenv("GH_TOKEN")
+
+
+class Log:
+    def __init__(self, scope: str | None) -> None:
+        self.scopes = [scope] if scope else []
+
+    def info(self, message: str) -> None:
+        scopes = " ".join(f"[{s}]" for s in self.scopes)
+        print(f"[+] {scopes} {message}", file=sys.stderr)
+
+    def warn(self, message: str) -> None:
+        scopes = " ".join(f"[{s}]" for s in self.scopes)
+        print(f"[!] {scopes} {message}", file=sys.stderr)
+
+    def error(self, message: str) -> NoReturn:
+        self.warn(message)
+        sys.exit(1)
+
+    @contextmanager
+    def scope(self, new_scope: str) -> Iterator[None]:
+        """Create a new logging scope."""
+        self.scopes.append(new_scope)
+        try:
+            yield None
+        finally:
+            self.scopes.pop()
+
+
+LOG = Log("benchmarks")
+
+
+def _curl(url: str, expected_sha256: str) -> Path:
+    """Download a URL and cache it using content addressing with SHA256."""
+    cached_file = _CACHE_DIR / expected_sha256
+    if cached_file.exists():
+        LOG.info("Using cached file")
+        return cached_file
+
+    result = subprocess.run(
+        ["curl", "-fsSL", url],
+        capture_output=True,
+        check=True,
+    )
+
+    content = result.stdout
+    content_hash = hashlib.sha256(content).hexdigest()
+
+    if content_hash != expected_sha256:
+        LOG.error(f"Hash mismatch: {expected_sha256} != {content_hash}")
+
+    cached_file.write_bytes(content)
+
+    return cached_file
+
+
+def _unzip(archive_path: Path, extract_name: str) -> Path:
+    """Extract an archive to a directory in the cache."""
+    extract_dir = _CACHE_DIR / extract_name
+
+    if extract_dir.exists():
+        LOG.info("Using cached extraction")
+        return extract_dir
+
+    extract_dir.mkdir(exist_ok=True)
+
+    subprocess.run(
+        ["unzip", "-q", str(archive_path), "-d", str(extract_dir)],
+        check=True,
+    )
+
+    LOG.info(f"Extracted {archive_path.name} to {extract_dir}")
+    return extract_dir
+
+
+class Benchmark(TypedDict):
+    name: str
+    source_type: str
+    source: str
+    source_sha256: str
+    stencil: str
+    online: bool | None
+
+
+Plan = list[str]
+
+
+class Bench:
+    def __init__(self, benchmark: Benchmark) -> None:
+        self.benchmark = benchmark
+
+    def plan(self) -> Plan:
+        match self.benchmark["source_type"]:
+            case "archive-url":
+                url = self.benchmark["source"]
+                sha256 = self.benchmark["source_sha256"]
+                archive = _curl(url, sha256)
+                inputs = [str(_unzip(archive, self.benchmark["name"]))]
+            case _:
+                LOG.error(f"Unknown source type: {self.benchmark['source_type']}")
+
+        if self.benchmark.get("online", False):
+            if not _GH_TOKEN:
+                LOG.error("Benchmark requires online access but GH_TOKEN is not set")
+
+        stencil = self.benchmark["stencil"]
+        command = stencil.replace("$ZIZMOR", str(_ZIZMOR)).replace(
+            "$INPUTS", " ".join(inputs)
+        )
+        return shlex.split(command)
+
+    def run(self, plan: Plan, *, dry_run: bool) -> None:
+        command = shlex.join(plan)
+
+        result_file = _RESULTS / f"{self.benchmark['name']}.json"
+        if result_file.exists() and not dry_run:
+            LOG.warn("clobbering existing result file")
+
+        hyperfine_command = [
+            "hyperfine",
+            "--warmup",
+            "3",
+            # NOTE: not needed because we use --no-exit-codes in the stencil
+            # "--ignore-failure",
+            "--export-json",
+            str(result_file),
+            command,
+        ]
+
+        if dry_run:
+            LOG.warn(f"would have run: {shlex.join(hyperfine_command)}")
+            return
+
+        try:
+            subprocess.run(
+                hyperfine_command,
+                check=True,
+            )
+        except subprocess.CalledProcessError:
+            LOG.error("run failed, see above for details")
+
+        # Stupid hack: fixup each result file's results[0].command
+        # to be a more useful benchmark identifier, since bencher
+        # apparently keys on these.
+        result_json = json.loads(result_file.read_bytes())
+        result_json["results"][0]["command"] = f"zizmor::{self.benchmark['name']}"
+        result_file.write_text(json.dumps(result_json))
+
+        LOG.info(f"run written to {result_file}")
+
+
+def main() -> None:
+    parser = argparse.ArgumentParser()
+    parser.add_argument(
+        "--dry-run", action="store_true", help="Show plans without running them"
+    )
+    parser.add_argument(
+        "--offline", action="store_true", help="Run only offline benchmarks"
+    )
+
+    args = parser.parse_args()
+
+    missing = []
+    for dep in _DEPS:
+        if not shutil.which(dep):
+            missing.append(dep)
+
+    if missing:
+        LOG.error(
+            f"Missing dependencies: {', '.join(missing)}. "
+            "Please install them before running benchmarks."
+        )
+
+    LOG.info("ensuring we have a benchable zizmor build")
+    subprocess.run(
+        ["cargo", "build", "--release", "-p", "zizmor"],
+        check=True,
+        cwd=_PROJECT_ROOT,
+    )
+
+    if not _ZIZMOR.is_file():
+        LOG.error("zizmor build presumably failed, see above for details")
+
+    LOG.info(f"using cache dir: {_CACHE_DIR}")
+
+    benchmarks: list[Benchmark] = json.loads(_BENCHMARKS.read_text(encoding="utf-8"))
+    LOG.info(f"found {len(benchmarks)} benchmarks in {_BENCHMARKS.name}")
+
+    if args.offline:
+        benchmarks = [b for b in benchmarks if not b.get("online", False)]
+        LOG.info(f"filtered to {len(benchmarks)} offline benchmarks")
+
+    benches = [Bench(benchmark) for benchmark in benchmarks]
+    plans = []
+    with LOG.scope("plan"):
+        for bench in benches:
+            with LOG.scope(bench.benchmark["name"]):
+                LOG.info("beginning plan")
+                plans.append(bench.plan())
+
+    with LOG.scope("run"):
+        for bench, plan in zip(benches, plans):
+            with LOG.scope(bench.benchmark["name"]):
+                bench.run(plan, dry_run=args.dry_run)
+
+
+if __name__ == "__main__":
+    main()
diff --git a/bench/benchmarks.json b/bench/benchmarks.json
new file mode 100644
index 00000000..5d253341
--- /dev/null
+++ b/bench/benchmarks.json
@@ -0,0 +1,24 @@
+[
+    {
+        "name": "grafana-9f212d11d0ac",
+        "source_type": "archive-url",
+        "source": "https://github.com/grafana/grafana/archive/9f212d11d0ac9c38ada62a7db830844bb9b02905.zip",
+        "source_sha256": "c6d42b52c8d912db2698d8b06f227de46f0c2d04cc757841792ed6567f0c56c7",
+        "stencil": "$ZIZMOR --offline --format=plain --no-exit-codes --no-config $INPUTS"
+    },
+    {
+        "name": "cpython-48f88310044c",
+        "source_type": "archive-url",
+        "source": "https://github.com/python/cpython/archive/48f88310044c6ef877f3b0761cf7afece2f8fb3a.zip",
+        "source_sha256": "a52a67f1dd9cfa67c7d1305d5b9639629abe247b2c32f01b77f790ddf8b49503",
+        "stencil": "$ZIZMOR --offline --format=plain --no-exit-codes --no-config $INPUTS"
+    },
+    {
+        "name": "gha-hazmat-da3c3cd-online",
+        "source_type": "archive-url",
+        "source": "https://github.com/woodruffw/gha-hazmat/archive/da3c3cd.zip",
+        "source_sha256": "f0aa224c5203218ad26e9f104d8dc3eaf8b322c97056add04d79f4a0d53c8f1f",
+        "stencil": "$ZIZMOR --format=plain --no-exit-codes --no-config $INPUTS",
+        "online": true
+    }
+]
diff --git a/bench/common.py b/bench/common.py
deleted file mode 100644
index c9b98a59..00000000
--- a/bench/common.py
+++ /dev/null
@@ -1,12 +0,0 @@
-import subprocess
-from pathlib import Path
-
-_HERE = Path(__file__).parent
-_ZIZMOR = _HERE.parent / "target" / "release" / "zizmor"
-
-
-def zizmor(args: list[str], *, check: bool = False) -> None:
-    assert _ZIZMOR.is_file(), (
-        f"zizmor binary not found at {_ZIZMOR}, run prepare() first"
-    )
-    subprocess.run([str(_ZIZMOR), *args], check=check)
diff --git a/bench/conftest.py b/bench/conftest.py
deleted file mode 100644
index e69de29b..00000000
diff --git a/bench/test_bench_basic.py b/bench/test_bench_basic.py
deleted file mode 100644
index b9a3e17a..00000000
--- a/bench/test_bench_basic.py
+++ /dev/null
@@ -1,13 +0,0 @@
-import pytest
-
-from .common import zizmor
-
-
-@pytest.mark.benchmark
-def test_zizmor_startup():
-    zizmor(["--version"])
-
-
-@pytest.mark.benchmark
-def test_zizmor_help():
-    zizmor(["--help"])
diff --git a/bench/test_bench_offline.py b/bench/test_bench_offline.py
deleted file mode 100644
index 32952c60..00000000
--- a/bench/test_bench_offline.py
+++ /dev/null
@@ -1,68 +0,0 @@
-import io
-import zipfile
-from pathlib import Path
-
-import pytest
-import urllib3
-
-from bench.common import zizmor
-
-
-@pytest.fixture(scope="session")
-def grafana(tmp_path_factory) -> Path:
-    archive = "https://github.com/grafana/grafana/archive/9f212d11d0ac9c38ada62a7db830844bb9b02905.zip"
-    raw_zip = urllib3.PoolManager().request("GET", archive).data
-
-    path = tmp_path_factory.mktemp("grafana")
-
-    zipfile.ZipFile(io.BytesIO(raw_zip)).extractall(path)
-
-    return path
-
-
-@pytest.fixture(scope="session")
-def cpython(tmp_path_factory) -> Path:
-    archive = "https://github.com/python/cpython/archive/48f88310044c6ef877f3b0761cf7afece2f8fb3a.zip"
-    raw_zip = urllib3.PoolManager().request("GET", archive).data
-
-    path = tmp_path_factory.mktemp("cpython")
-
-    zipfile.ZipFile(io.BytesIO(raw_zip)).extractall(path)
-
-    return path
-
-
-@pytest.mark.benchmark
-def test_zizmor_offline_grafana_9f212d11d0(grafana: Path):
-    """
-    Runs `zizmor --offline --format=plain --no-exit-codes --no-config <path-to-grafana-source>`
-    """
-
-    zizmor(
-        [
-            "--offline",
-            "--format=plain",
-            "--no-exit-codes",
-            "--no-config",
-            str(grafana),
-        ],
-        check=True,
-    )
-
-
-@pytest.mark.benchmark
-def test_zizmor_offline_cpython_48f88310044c(cpython: Path):
-    """
-    Runs `zizmor --offline --format=plain --no-exit-codes --no-config <path-to-cpython-source>`
-    """
-
-    zizmor(
-        [
-            "--offline",
-            "--format=plain",
-            "--no-exit-codes",
-            "--no-config",
-            str(cpython),
-        ],
-        check=True,
-    )
diff --git a/bench/test_bench_online.py b/bench/test_bench_online.py
deleted file mode 100644
index 4f1f9687..00000000
--- a/bench/test_bench_online.py
+++ /dev/null
@@ -1,47 +0,0 @@
-import os
-
-import pytest
-
-from bench.common import zizmor
-
-
-@pytest.mark.skipif("GH_TOKEN" not in os.environ, reason="GH_TOKEN not set")
-def test_zizmor_online_gha_hazmat_da3c3cd(benchmark):
-    """
-    Runs `zizmor --format=plain --no-exit-codes --no-config woodruffw/gha-hazmat@da3c3cd`
-    """
-
-    benchmark.pedantic(
-        zizmor,
-        args=(
-            [
-                "--format=plain",
-                "--no-exit-codes",
-                "--no-config",
-                "woodruffw/gha-hazmat@da3c3cd",
-            ],
-        ),
-        warmup_rounds=2,
-        iterations=10,
-    )
-
-
-@pytest.mark.skipif("GH_TOKEN" not in os.environ, reason="GH_TOKEN not set")
-def test_zizmor_online_cpython_48f88310044c(benchmark):
-    """
-    Runs `zizmor --format=plain --no-exit-codes --no-config python/cpython@48f88310044c`
-    """
-
-    benchmark.pedantic(
-        zizmor,
-        args=(
-            [
-                "--format=plain",
-                "--no-exit-codes",
-                "--no-config",
-                "python/cpython@48f88310044c",
-            ],
-        ),
-        warmup_rounds=2,
-        iterations=10,
-    )
diff --git a/crates/github-actions-models/Cargo.toml b/crates/github-actions-models/Cargo.toml
index dbe7611a..1c2f8588 100644
--- a/crates/github-actions-models/Cargo.toml
+++ b/crates/github-actions-models/Cargo.toml
@@ -1,6 +1,6 @@
 [package]
 name = "github-actions-models"
-version = "0.42.0"
+version = "0.40.0"
 description = "Unofficial, high-quality data models for GitHub Actions workflows, actions, and related components"
 repository = "https://github.com/zizmorcore/zizmor/tree/main/crates/github-actions-models"
 keywords = ["github", "ci"]
diff --git a/crates/github-actions-models/src/common.rs b/crates/github-actions-models/src/common.rs
index 101d9896..0e783440 100644
--- a/crates/github-actions-models/src/common.rs
+++ b/crates/github-actions-models/src/common.rs
@@ -212,15 +212,6 @@ impl Uses {
             RepositoryUses::parse(uses).map(Self::Repository)
         }
     }
-
-    /// Returns the original raw `uses:` clause.
-    pub fn raw(&self) -> &str {
-        match self {
-            Uses::Local(local) => &local.path,
-            Uses::Repository(repo) => repo.raw(),
-            Uses::Docker(docker) => docker.raw(),
-        }
-    }
 }
 
 /// A `uses: ./some/path` clause.
@@ -297,12 +288,6 @@ self_cell!(
     impl {Debug, PartialEq}
 );
 
-impl Display for RepositoryUses {
-    fn fmt(&self, f: &mut fmt::Formatter<'_>) -> fmt::Result {
-        write!(f, "{}", self.raw())
-    }
-}
-
 impl RepositoryUses {
     /// Parse a `uses: some/repo` clause.
     pub fn parse(uses: impl Into<String>) -> Result<Self, UsesError> {
diff --git a/crates/github-actions-models/src/dependabot/v2.rs b/crates/github-actions-models/src/dependabot/v2.rs
index 2549ca66..efa0d75a 100644
--- a/crates/github-actions-models/src/dependabot/v2.rs
+++ b/crates/github-actions-models/src/dependabot/v2.rs
@@ -349,8 +349,6 @@ pub enum AllowDeny {
 #[derive(Deserialize, Debug, PartialEq)]
 #[serde(rename_all = "kebab-case")]
 pub enum PackageEcosystem {
-    /// `bazel`
-    Bazel,
     /// `bun`
     Bun,
     /// `bundler`
@@ -371,8 +369,6 @@ pub enum PackageEcosystem {
     DotnetSdk,
     /// `helm`
     Helm,
-    /// `julia`
-    Julia,
     /// `elm`
     Elm,
     /// `gitsubmodule`
@@ -391,8 +387,6 @@ pub enum PackageEcosystem {
     Npm,
     /// `nuget`
     Nuget,
-    /// `opentofu`
-    Opentofu,
     /// `pip`
     Pip,
     /// `pub`
diff --git a/crates/github-actions-models/tests/sample-dependabot/v2/opentofu.yml b/crates/github-actions-models/tests/sample-dependabot/v2/opentofu.yml
deleted file mode 100644
index bd9d308b..00000000
--- a/crates/github-actions-models/tests/sample-dependabot/v2/opentofu.yml
+++ /dev/null
@@ -1,23 +0,0 @@
-# https://github.com/zizmorcore/zizmor/issues/1451
-
-version: 2
-enable-beta-ecosystems: true
-
-updates:
-  - package-ecosystem: "opentofu"
-    directories:
-      - "/stack"
-      - "/modules/default-branch-protection"
-    schedule:
-      interval: "cron"
-      cronjob: "30 7 * * *"
-      timezone: "Europe/London"
-    target-branch: "main"
-    groups:
-      terraform:
-        applies-to: "version-updates"
-        patterns:
-          - "*"
-        update-types:
-          - "patch"
-          - "minor"
diff --git a/crates/tree-sitter-iter/Cargo.toml b/crates/tree-sitter-iter/Cargo.toml
index 0d44bf97..46289139 100644
--- a/crates/tree-sitter-iter/Cargo.toml
+++ b/crates/tree-sitter-iter/Cargo.toml
@@ -1,7 +1,7 @@
 [package]
 name = "tree-sitter-iter"
 description = "A very simple pre-order iterator for tree-sitter CSTs"
-version = "0.0.3"
+version = "0.0.2"
 authors.workspace = true
 homepage.workspace = true
 edition.workspace = true
diff --git a/crates/yamlpatch/Cargo.toml b/crates/yamlpatch/Cargo.toml
index 497d4d6a..19e36bd5 100644
--- a/crates/yamlpatch/Cargo.toml
+++ b/crates/yamlpatch/Cargo.toml
@@ -1,6 +1,6 @@
 [package]
 name = "yamlpatch"
-version = "0.8.0"
+version = "0.7.0"
 description = "Comment and format-preserving YAML patch operations"
 repository = "https://github.com/zizmorcore/zizmor/tree/main/crates/yamlpatch"
 keywords = ["yaml", "patch"]
diff --git a/crates/yamlpatch/tests/unit_tests.rs b/crates/yamlpatch/tests/unit_tests.rs
index dc6a4be7..356ad31b 100644
--- a/crates/yamlpatch/tests/unit_tests.rs
+++ b/crates/yamlpatch/tests/unit_tests.rs
@@ -903,21 +903,21 @@ normal:
     let end = find_content_end(&feature, &doc);
 
     insta::assert_snapshot!(doc.source()[feature.location.byte_span.0..end], @r"
-    bar: baz
-      abc: def # comment
-    ");
+        bar: baz
+          abc: def # comment
+        ");
 
     let feature = route_to_feature_exact(&route!("interior-spaces"), &doc)
         .unwrap()
         .unwrap();
     let end = find_content_end(&feature, &doc);
     insta::assert_snapshot!(doc.source()[feature.location.byte_span.0..end], @r"
-    - foo
+        - foo
 
-      - bar
-      # hello
-      - baz # hello
-    ");
+          - bar
+          # hello
+          - baz # hello
+        ");
 
     let feature = route_to_feature_exact(&route!("normal"), &doc)
         .unwrap()
@@ -2775,12 +2775,11 @@ items:
         apply_yaml_patches(&yamlpath::Document::new(original).unwrap(), &operations).unwrap();
 
     insta::assert_snapshot!(result.source(), @r"
-
-    items:
-      - first
-      - second
-      - third
-    ");
+        items:
+          - first
+          - second
+          - third
+        ");
 }
 
 #[test]
@@ -2823,20 +2822,19 @@ databases:
     let result =
         apply_yaml_patches(&yamlpath::Document::new(original).unwrap(), &operations).unwrap();
 
-    insta::assert_snapshot!(result.source(), @r"
-
-    databases:
-      - name: primary
-        host: db1.example.com
-        port: 5432
-        max_connections: 100
-        ssl: true
-        readonly: false
-      - name: analytics
-        host: db2.example.com
-        port: 5433
-        readonly: true
-    ");
+    insta::assert_snapshot!(result.source(), @r#"
+        databases:
+          - name: primary
+            host: db1.example.com
+            port: 5432
+            max_connections: 100
+            ssl: true
+            readonly: false
+          - name: analytics
+            host: db2.example.com
+            port: 5433
+            readonly: true
+        "#);
 }
 
 #[test]
@@ -2872,17 +2870,16 @@ jobs:
         apply_yaml_patches(&yamlpath::Document::new(original).unwrap(), &operations).unwrap();
 
     insta::assert_snapshot!(result.source(), @r#"
-
-    jobs:
-      test:
-        steps:
-          - name: First step
-            run: echo "first"
-          - name: Second step
-            run: echo "second"
-          - name: Third step
-            run: echo "third"
-    "#);
+        jobs:
+          test:
+            steps:
+              - name: First step
+                run: echo "first"
+              - name: Second step
+                run: echo "second"
+              - name: Third step
+                run: echo "third"
+        "#);
 }
 
 #[test]
@@ -2927,21 +2924,20 @@ servers:
     assert!(result.source().contains("# Staging server"));
     assert!(result.source().contains("# internal only"));
 
-    insta::assert_snapshot!(result.source(), @r"
-
-    servers:
-      # Production server
-      - name: prod
-        host: prod.example.com
-        port: 443
-      # Staging server
-      - name: staging
-        host: staging.example.com  # internal only
-        port: 8443
-      - name: dev
-        host: localhost
-        port: 8080
-    ");
+    insta::assert_snapshot!(result.source(), @r#"
+        servers:
+          # Production server
+          - name: prod
+            host: prod.example.com
+            port: 443
+          # Staging server
+          - name: staging
+            host: staging.example.com  # internal only
+            port: 8443
+          - name: dev
+            host: localhost
+            port: 8080
+        "#);
 }
 
 #[test]
@@ -2963,12 +2959,11 @@ ports:
         apply_yaml_patches(&yamlpath::Document::new(original).unwrap(), &operations).unwrap();
 
     insta::assert_snapshot!(result.source(), @r"
-
-    ports:
-      - 8080
-      - 8081
-      - 8082
-    ");
+        ports:
+          - 8080
+          - 8081
+          - 8082
+        ");
 }
 
 #[test]
@@ -2990,12 +2985,11 @@ configs:
         apply_yaml_patches(&yamlpath::Document::new(original).unwrap(), &operations).unwrap();
 
     insta::assert_snapshot!(result.source(), @r"
-
-    configs:
-      - name: config1
-        value: 123
-      - {}
-    ");
+        configs:
+          - name: config1
+            value: 123
+          - {}
+        ");
 }
 
 #[test]
@@ -3037,16 +3031,15 @@ services:
     let result =
         apply_yaml_patches(&yamlpath::Document::new(original).unwrap(), &operations).unwrap();
 
-    insta::assert_snapshot!(result.source(), @r"
-
-    services:
-      - name: api
-        port: 8080
-      - name: worker
-        port: 9090
-        config:
-          replicas: 3
-    ");
+    insta::assert_snapshot!(result.source(), @r#"
+        services:
+          - name: api
+            port: 8080
+          - name: worker
+            port: 9090
+            config:
+              replicas: 3
+        "#);
 }
 
 #[test]
@@ -3103,12 +3096,11 @@ tasks:
         apply_yaml_patches(&yamlpath::Document::new(original).unwrap(), &operations).unwrap();
 
     insta::assert_snapshot!(result.source(), @r"
-
-    tasks:
-      - task1
-      - task2
-      - task3
-    ");
+        tasks:
+          - task1
+          - task2
+          - task3
+        ");
 }
 
 #[test]
@@ -3146,21 +3138,20 @@ jobs:
     let result =
         apply_yaml_patches(&yamlpath::Document::new(original).unwrap(), &operations).unwrap();
 
-    insta::assert_snapshot!(result.source(), @r"
-
-    name: CI
-    on: push
-    jobs:
-      test:
-        runs-on: ubuntu-latest
-        steps:
-          - name: Checkout
-            uses: actions/checkout@v4
-          - name: Run tests
-            run: npm test
-          - name: Upload coverage
-            uses: codecov/codecov-action@v3
-    ");
+    insta::assert_snapshot!(result.source(), @r#"
+        name: CI
+        on: push
+        jobs:
+          test:
+            runs-on: ubuntu-latest
+            steps:
+              - name: Checkout
+                uses: actions/checkout@v4
+              - name: Run tests
+                run: npm test
+              - name: Upload coverage
+                uses: codecov/codecov-action@v3
+        "#);
 }
 
 #[test]
@@ -3185,10 +3176,9 @@ foo:
         apply_yaml_patches(&yamlpath::Document::new(original).unwrap(), &operations).unwrap();
 
     insta::assert_snapshot!(result.source(), @r"
-
-    foo:
-      - abc
-      - - def
-        - ghi
-    ");
+        foo:
+          - abc
+          - - def
+            - ghi
+        ");
 }
diff --git a/crates/yamlpath/Cargo.toml b/crates/yamlpath/Cargo.toml
index 8a3cbc19..fae7ecac 100644
--- a/crates/yamlpath/Cargo.toml
+++ b/crates/yamlpath/Cargo.toml
@@ -1,6 +1,6 @@
 [package]
 name = "yamlpath"
-version = "0.31.0"
+version = "0.29.0"
 description = "Format-preserving YAML feature extraction"
 repository = "https://github.com/zizmorcore/zizmor/tree/main/crates/yamlpath"
 readme = "README.md"
diff --git a/crates/zizmor/Cargo.toml b/crates/zizmor/Cargo.toml
index c241e617..dc4a9145 100644
--- a/crates/zizmor/Cargo.toml
+++ b/crates/zizmor/Cargo.toml
@@ -1,7 +1,7 @@
 [package]
 name = "zizmor"
 description = "Static analysis for GitHub Actions"
-version = "1.19.0"
+version = "1.18.0"
 repository = "https://github.com/zizmorcore/zizmor"
 documentation = "https://docs.zizmor.sh"
 keywords = ["cli", "github-actions", "static-analysis", "security"]
diff --git a/crates/zizmor/data/context-capabilities.csv b/crates/zizmor/data/context-capabilities.csv
index b1a1a079..76d8ff96 100644
--- a/crates/zizmor/data/context-capabilities.csv
+++ b/crates/zizmor/data/context-capabilities.csv
@@ -272,17 +272,6 @@ github.event.changes.new_issue.draft,fixed
 github.event.changes.new_issue.events_url,structured
 github.event.changes.new_issue.html_url,structured
 github.event.changes.new_issue.id,fixed
-github.event.changes.new_issue.issue_dependencies_summary.blocked_by,fixed
-github.event.changes.new_issue.issue_dependencies_summary.blocking,fixed
-github.event.changes.new_issue.issue_dependencies_summary.total_blocked_by,fixed
-github.event.changes.new_issue.issue_dependencies_summary.total_blocking,fixed
-github.event.changes.new_issue.issue_field_values.*.data_type,fixed
-github.event.changes.new_issue.issue_field_values.*.issue_field_id,fixed
-github.event.changes.new_issue.issue_field_values.*.node_id,arbitrary
-github.event.changes.new_issue.issue_field_values.*.single_select_option.color,arbitrary
-github.event.changes.new_issue.issue_field_values.*.single_select_option.id,fixed
-github.event.changes.new_issue.issue_field_values.*.single_select_option.name,arbitrary
-github.event.changes.new_issue.issue_field_values.*.value,arbitrary
 github.event.changes.new_issue.labels.*.color,arbitrary
 github.event.changes.new_issue.labels.*.default,fixed
 github.event.changes.new_issue.labels.*.description,arbitrary
@@ -773,17 +762,6 @@ github.event.changes.old_issue.draft,fixed
 github.event.changes.old_issue.events_url,structured
 github.event.changes.old_issue.html_url,structured
 github.event.changes.old_issue.id,fixed
-github.event.changes.old_issue.issue_dependencies_summary.blocked_by,fixed
-github.event.changes.old_issue.issue_dependencies_summary.blocking,fixed
-github.event.changes.old_issue.issue_dependencies_summary.total_blocked_by,fixed
-github.event.changes.old_issue.issue_dependencies_summary.total_blocking,fixed
-github.event.changes.old_issue.issue_field_values.*.data_type,fixed
-github.event.changes.old_issue.issue_field_values.*.issue_field_id,fixed
-github.event.changes.old_issue.issue_field_values.*.node_id,arbitrary
-github.event.changes.old_issue.issue_field_values.*.single_select_option.color,arbitrary
-github.event.changes.old_issue.issue_field_values.*.single_select_option.id,fixed
-github.event.changes.old_issue.issue_field_values.*.single_select_option.name,arbitrary
-github.event.changes.old_issue.issue_field_values.*.value,arbitrary
 github.event.changes.old_issue.labels.*.color,arbitrary
 github.event.changes.old_issue.labels.*.default,fixed
 github.event.changes.old_issue.labels.*.description,arbitrary
@@ -1082,6 +1060,7 @@ github.event.changes.required_status_checks.from.*,arbitrary
 github.event.changes.required_status_checks_enforcement_level.from,fixed
 github.event.changes.tag_name.from,arbitrary
 github.event.changes.title.from,arbitrary
+github.event.check_run.app,fixed
 github.event.check_run.app.client_id,arbitrary
 github.event.check_run.app.created_at,fixed
 github.event.check_run.app.description,arbitrary
@@ -1212,8 +1191,6 @@ github.event.check_run.check_suite.repository.compare_url,arbitrary
 github.event.check_run.check_suite.repository.contents_url,arbitrary
 github.event.check_run.check_suite.repository.contributors_url,structured
 github.event.check_run.check_suite.repository.created_at,fixed
-github.event.check_run.check_suite.repository.custom_properties,arbitrary
-github.event.check_run.check_suite.repository.custom_properties.*,arbitrary
 github.event.check_run.check_suite.repository.default_branch,arbitrary
 github.event.check_run.check_suite.repository.delete_branch_on_merge,fixed
 github.event.check_run.check_suite.repository.deployments_url,structured
@@ -2230,17 +2207,6 @@ github.event.issue.draft,fixed
 github.event.issue.events_url,arbitrary
 github.event.issue.html_url,arbitrary
 github.event.issue.id,fixed
-github.event.issue.issue_dependencies_summary.blocked_by,fixed
-github.event.issue.issue_dependencies_summary.blocking,fixed
-github.event.issue.issue_dependencies_summary.total_blocked_by,fixed
-github.event.issue.issue_dependencies_summary.total_blocking,fixed
-github.event.issue.issue_field_values.*.data_type,fixed
-github.event.issue.issue_field_values.*.issue_field_id,fixed
-github.event.issue.issue_field_values.*.node_id,arbitrary
-github.event.issue.issue_field_values.*.single_select_option.color,arbitrary
-github.event.issue.issue_field_values.*.single_select_option.id,fixed
-github.event.issue.issue_field_values.*.single_select_option.name,arbitrary
-github.event.issue.issue_field_values.*.value,arbitrary
 github.event.issue.labels.*,arbitrary
 github.event.issue.labels.*.color,arbitrary
 github.event.issue.labels.*.default,fixed
@@ -3081,7 +3047,6 @@ github.event.pull_request.requested_reviewers.*.url,structured
 github.event.pull_request.requested_reviewers.*.user_view_type,arbitrary
 github.event.pull_request.requested_teams.*.deleted,fixed
 github.event.pull_request.requested_teams.*.description,arbitrary
-github.event.pull_request.requested_teams.*.enterprise_id,fixed
 github.event.pull_request.requested_teams.*.html_url,structured
 github.event.pull_request.requested_teams.*.id,fixed
 github.event.pull_request.requested_teams.*.ldap_dn,arbitrary
@@ -3089,7 +3054,6 @@ github.event.pull_request.requested_teams.*.members_url,arbitrary
 github.event.pull_request.requested_teams.*.name,arbitrary
 github.event.pull_request.requested_teams.*.node_id,arbitrary
 github.event.pull_request.requested_teams.*.notification_setting,arbitrary
-github.event.pull_request.requested_teams.*.organization_id,fixed
 github.event.pull_request.requested_teams.*.parent.description,arbitrary
 github.event.pull_request.requested_teams.*.parent.html_url,structured
 github.event.pull_request.requested_teams.*.parent.id,fixed
@@ -3105,7 +3069,6 @@ github.event.pull_request.requested_teams.*.permission,arbitrary
 github.event.pull_request.requested_teams.*.privacy,arbitrary
 github.event.pull_request.requested_teams.*.repositories_url,structured
 github.event.pull_request.requested_teams.*.slug,arbitrary
-github.event.pull_request.requested_teams.*.type,fixed
 github.event.pull_request.requested_teams.*.url,structured
 github.event.pull_request.review_comment_url,arbitrary
 github.event.pull_request.review_comments,fixed
@@ -3386,7 +3349,6 @@ github.event.release.discussion_url,structured
 github.event.release.draft,fixed
 github.event.release.html_url,structured
 github.event.release.id,fixed
-github.event.release.immutable,fixed
 github.event.release.name,arbitrary
 github.event.release.node_id,arbitrary
 github.event.release.prerelease,fixed
@@ -3404,7 +3366,6 @@ github.event.release.reactions.url,structured
 github.event.release.tag_name,arbitrary
 github.event.release.tarball_url,structured
 github.event.release.target_commitish,arbitrary
-github.event.release.updated_at,fixed
 github.event.release.upload_url,structured
 github.event.release.url,structured
 github.event.release.zipball_url,structured
@@ -3730,7 +3691,6 @@ github.event.review.node_id,arbitrary
 github.event.review.pull_request_url,structured
 github.event.review.state,arbitrary
 github.event.review.submitted_at,fixed
-github.event.review.updated_at,fixed
 github.event.review.user.avatar_url,structured
 github.event.review.user.deleted,fixed
 github.event.review.user.email,arbitrary
diff --git a/crates/zizmor/src/audit/anonymous_definition.rs b/crates/zizmor/src/audit/anonymous_definition.rs
index c60c295f..5de1fd8f 100644
--- a/crates/zizmor/src/audit/anonymous_definition.rs
+++ b/crates/zizmor/src/audit/anonymous_definition.rs
@@ -39,7 +39,6 @@ impl Audit for AnonymousDefinition {
                     .confidence(Confidence::High)
                     .persona(Persona::Pedantic)
                     .add_location(workflow.location().primary())
-                    .tip("use 'name: ...' to give this workflow a name")
                     .build(workflow)?,
             );
         }
@@ -48,13 +47,14 @@ impl Audit for AnonymousDefinition {
             match job {
                 Job::NormalJob(normal) => {
                     if normal.name.is_none() {
+                        let location = normal.location().primary();
+
                         findings.push(
                             Self::finding()
                                 .severity(ANONYMOUS_DEFINITION_JOB_SEVERITY)
                                 .confidence(Confidence::High)
                                 .persona(Persona::Pedantic)
-                                .add_location(normal.location_with_grip().primary())
-                                .tip("use 'name: ...' to give this job a name")
+                                .add_location(location)
                                 .build(workflow)?,
                         );
                     }
diff --git a/crates/zizmor/src/audit/archived_uses.rs b/crates/zizmor/src/audit/archived_uses.rs
index effd55aa..3c7cab2f 100644
--- a/crates/zizmor/src/audit/archived_uses.rs
+++ b/crates/zizmor/src/audit/archived_uses.rs
@@ -69,7 +69,7 @@ impl Audit for ArchivedUses {
         {
             findings.push(
                 finding
-                    .add_location(step.location_with_grip())
+                    .with_step(step)
                     .add_location(
                         step.location()
                             .with_keys(["uses".into()])
@@ -96,11 +96,10 @@ impl Audit for ArchivedUses {
         {
             findings.push(
                 finding
-                    .add_location(step.location_with_grip())
+                    .with_step(step)
                     .add_location(
                         step.location()
                             .with_keys(["uses".into()])
-                            .subfeature(Subfeature::new(0, uses.slug()))
                             .annotated("repository is archived")
                             .primary(),
                     )
@@ -123,11 +122,10 @@ impl Audit for ArchivedUses {
         {
             findings.push(
                 finding
-                    .add_location(job.location_with_grip())
+                    .with_job(job)
                     .add_location(
                         job.location()
                             .with_keys(["uses".into()])
-                            .subfeature(Subfeature::new(0, uses.slug()))
                             .annotated("repository is archived")
                             .primary(),
                     )
diff --git a/crates/zizmor/src/audit/artipacked.rs b/crates/zizmor/src/audit/artipacked.rs
index 8650727a..6d46b2fd 100644
--- a/crates/zizmor/src/audit/artipacked.rs
+++ b/crates/zizmor/src/audit/artipacked.rs
@@ -524,7 +524,6 @@ jobs:
             |workflow: &Workflow, findings| {
                 let fixed = apply_fix_for_snapshot(workflow.as_document(), findings);
                 insta::assert_snapshot!(fixed.source(), @r"
-
                 name: Test Workflow
                 on: push
                 jobs:
@@ -572,7 +571,6 @@ jobs:
             |workflow: &Workflow, findings| {
                 let fixed = apply_fix_for_snapshot(workflow.as_document(), findings);
                 insta::assert_snapshot!(fixed.source(), @r"
-
                 name: Test Workflow
                 on: push
                 jobs:
diff --git a/crates/zizmor/src/audit/bot_conditions.rs b/crates/zizmor/src/audit/bot_conditions.rs
index d4c3492e..2609b0d4 100644
--- a/crates/zizmor/src/audit/bot_conditions.rs
+++ b/crates/zizmor/src/audit/bot_conditions.rs
@@ -81,7 +81,7 @@ impl Audit for BotConditions {
         if let Some(If::Expr(expr)) = &job.r#if {
             conds.push((
                 expr,
-                job.location_with_grip(),
+                job.location_with_name(),
                 job.location().with_keys(["if".into()]),
             ));
         }
@@ -91,7 +91,7 @@ impl Audit for BotConditions {
             if let Some(If::Expr(expr)) = &step.r#if {
                 conds.push((
                     expr,
-                    step.location_with_grip(),
+                    step.location_with_name(),
                     step.location().with_keys(["if".into()]),
                 ));
             }
@@ -130,7 +130,7 @@ impl Audit for BotConditions {
                     finding_builder = finding_builder.fix(fix);
                 }
 
-                findings.push(finding_builder.build(job.parent())?);
+                findings.push(finding_builder.build(job)?);
             }
         }
 
@@ -538,7 +538,6 @@ jobs:
                 }
 
                 insta::assert_snapshot!(document.source(), @r#"
-
                 name: Test Workflow
                 on:
                   pull_request_target:
@@ -589,7 +588,6 @@ jobs:
                     }
                 }
                 insta::assert_snapshot!(document.source(), @r#"
-
                 name: Test Workflow
                 on:
                   pull_request_target:
@@ -643,7 +641,6 @@ jobs:
 
                 // Verify it suggests comment.user.login for issue_comment events
                 insta::assert_snapshot!(document.source(), @r#"
-
                 name: Test Issue Comment
                 on: issue_comment
 
@@ -693,7 +690,6 @@ jobs:
 
                 // Verify it suggests review.user.login for pull_request_review events
                 insta::assert_snapshot!(document.source(), @r#"
-
                 name: Test PR Review
                 on: pull_request_review
 
@@ -743,7 +739,6 @@ jobs:
 
                 // Verify it suggests issue.user.login for issues events
                 insta::assert_snapshot!(document.source(), @r#"
-
                 name: Test Issues
                 on: issues
 
@@ -793,7 +788,6 @@ jobs:
 
                 // Verify it suggests release.author.login for release events
                 insta::assert_snapshot!(document.source(), @r#"
-
                 name: Test Release
                 on: release
 
@@ -842,7 +836,6 @@ jobs:
                 }
 
                 insta::assert_snapshot!(document.source(), @r#"
-
                 name: Test Create
                 on: create
 
@@ -892,7 +885,6 @@ jobs:
                 }
 
                 insta::assert_snapshot!(document.source(), @r#"
-
                 name: Test Workflow
                 on:
                   pull_request_target:
diff --git a/crates/zizmor/src/audit/cache_poisoning.rs b/crates/zizmor/src/audit/cache_poisoning.rs
index 0dd95d9b..0d5cac44 100644
--- a/crates/zizmor/src/audit/cache_poisoning.rs
+++ b/crates/zizmor/src/audit/cache_poisoning.rs
@@ -555,7 +555,6 @@ jobs:
             |findings: Vec<Finding>| {
                 let fixed_content = apply_fix_for_snapshot(workflow_content, findings);
                 insta::assert_snapshot!(fixed_content, @r"
-
                 name: Test Workflow
                 on: release
 
@@ -600,7 +599,6 @@ jobs:
             |findings: Vec<Finding>| {
                 let fixed_content = apply_fix_for_snapshot(workflow_content, findings);
                 insta::assert_snapshot!(fixed_content, @r"
-
                 name: Test Workflow
                 on: release
 
diff --git a/crates/zizmor/src/audit/dependabot_cooldown.rs b/crates/zizmor/src/audit/dependabot_cooldown.rs
index e8b2f8df..4bd782ba 100644
--- a/crates/zizmor/src/audit/dependabot_cooldown.rs
+++ b/crates/zizmor/src/audit/dependabot_cooldown.rs
@@ -135,7 +135,7 @@ impl Audit for DependabotCooldown {
                     Self::finding()
                         .add_location(
                             update
-                                .location_with_grip()
+                                .location_with_name()
                                 .primary()
                                 .annotated("missing cooldown configuration"),
                         )
@@ -202,7 +202,6 @@ updates:
                 let fix = &finding.fixes[0];
                 let fixed_document = fix.apply(dependabot.as_document()).unwrap();
                 insta::assert_snapshot!(fixed_document.source(), @r"
-
                 version: 2
 
                 updates:
@@ -244,7 +243,6 @@ updates:
                 let fix = &finding.fixes[0];
                 let fixed_document = fix.apply(dependabot.as_document()).unwrap();
                 insta::assert_snapshot!(fixed_document.source(), @r"
-
                 version: 2
 
                 updates:
@@ -286,7 +284,6 @@ updates:
                 let fix = &finding.fixes[0];
                 let fixed_document = fix.apply(dependabot.as_document()).unwrap();
                 insta::assert_snapshot!(fixed_document.source(), @r"
-
                 version: 2
 
                 updates:
@@ -338,7 +335,6 @@ updates:
                 }
 
                 insta::assert_snapshot!(document.source(), @r"
-
                 version: 2
 
                 updates:
@@ -383,7 +379,6 @@ updates:
 
                 // Verify the document remains unchanged
                 insta::assert_snapshot!(dependabot.as_document().source(), @r"
-
                 version: 2
 
                 updates:
diff --git a/crates/zizmor/src/audit/dependabot_execution.rs b/crates/zizmor/src/audit/dependabot_execution.rs
index d57653dd..fe5caea3 100644
--- a/crates/zizmor/src/audit/dependabot_execution.rs
+++ b/crates/zizmor/src/audit/dependabot_execution.rs
@@ -61,7 +61,7 @@ impl Audit for DependabotExecution {
                                 .primary()
                                 .annotated("enabled here"),
                         )
-                        .add_location(update.location_with_grip())
+                        .add_location(update.location_with_name())
                         .fix(Self::create_set_deny_fix(update))
                         .build(dependabot)?,
                 );
@@ -123,7 +123,6 @@ updates:
                 let fix = &finding.fixes[0];
                 let fixed_document = fix.apply(dependabot.as_document()).unwrap();
                 insta::assert_snapshot!(fixed_document.source(), @r"
-
                 version: 2
 
                 updates:
@@ -159,7 +158,6 @@ updates:
 
                 // Verify the document remains unchanged
                 insta::assert_snapshot!(dependabot.as_document().source(), @r"
-
                 version: 2
 
                 updates:
@@ -194,7 +192,6 @@ updates:
 
                 // Verify the document remains unchanged
                 insta::assert_snapshot!(dependabot.as_document().source(), @r"
-
                 version: 2
 
                 updates:
@@ -243,7 +240,6 @@ updates:
                 }
 
                 insta::assert_snapshot!(document.source(), @r"
-
                 version: 2
 
                 updates:
diff --git a/crates/zizmor/src/audit/excessive_permissions.rs b/crates/zizmor/src/audit/excessive_permissions.rs
index 790ede83..76204252 100644
--- a/crates/zizmor/src/audit/excessive_permissions.rs
+++ b/crates/zizmor/src/audit/excessive_permissions.rs
@@ -14,7 +14,6 @@ use crate::{
 static KNOWN_PERMISSIONS: LazyLock<HashMap<&str, Severity>> = LazyLock::new(|| {
     [
         ("actions", Severity::High),
-        ("artifact-metadata", Severity::Medium),
         ("attestations", Severity::High),
         ("checks", Severity::Medium),
         ("contents", Severity::High),
@@ -22,8 +21,6 @@ static KNOWN_PERMISSIONS: LazyLock<HashMap<&str, Severity>> = LazyLock::new(|| {
         ("discussions", Severity::Medium),
         ("id-token", Severity::High),
         ("issues", Severity::High),
-        // What does the write permission even do here?
-        ("models", Severity::Low),
         ("packages", Severity::High),
         ("pages", Severity::High),
         ("pull-requests", Severity::High),
diff --git a/crates/zizmor/src/audit/forbidden_uses.rs b/crates/zizmor/src/audit/forbidden_uses.rs
index 74ff3a7a..81ed8d4a 100644
--- a/crates/zizmor/src/audit/forbidden_uses.rs
+++ b/crates/zizmor/src/audit/forbidden_uses.rs
@@ -1,5 +1,4 @@
 use github_actions_models::common::Uses;
-use subfeature::Subfeature;
 
 use super::{Audit, AuditLoadError, AuditState, audit_meta};
 use crate::audit::AuditError;
@@ -60,7 +59,6 @@ impl ForbiddenUses {
                         step.location()
                             .primary()
                             .with_keys(["uses".into()])
-                            .subfeature(Subfeature::new(0, uses.raw()))
                             .annotated("use of this action is forbidden"),
                     )
                     .build(step)?,
diff --git a/crates/zizmor/src/audit/github_env.rs b/crates/zizmor/src/audit/github_env.rs
index aa91e29b..ff7dfe04 100644
--- a/crates/zizmor/src/audit/github_env.rs
+++ b/crates/zizmor/src/audit/github_env.rs
@@ -88,22 +88,20 @@ const PWSH_REDIRECT_QUERY: &str = r#"
 
 const PWSH_PIPELINE_QUERY: &str = r#"
 (pipeline
-  (pipeline_chain
-    (command
-        command_name: (command_name) @cmd
-        command_elements: (command_elements
-        (_)*
-        (array_literal_expression
-            (unary_expression [
-            (string_literal
-                (expandable_string_literal (variable) @destination))
-            (variable) @destination
-            ])
-        )
-        (_)*))
-    (#match? @cmd "(?i)out-file|add-content|set-content|tee-object")
-    (#match? @destination "(?i)ENV:GITHUB_ENV|ENV:GITHUB_PATH")
-  )
+  (command
+    command_name: (command_name) @cmd
+    command_elements: (command_elements
+      (_)*
+      (array_literal_expression
+        (unary_expression [
+          (string_literal
+            (expandable_string_literal (variable) @destination))
+          (variable) @destination
+        ])
+      )
+      (_)*))
+  (#match? @cmd "(?i)out-file|add-content|set-content|tee-object")
+  (#match? @destination "(?i)ENV:GITHUB_ENV|ENV:GITHUB_PATH")
 ) @span
 "#;
 
@@ -394,7 +392,7 @@ impl Audit for GitHubEnv {
         }
 
         if let StepBody::Run { run, .. } = &step.deref().body {
-            let shell = step.shell().map(|s| s.0).unwrap_or_else(|| {
+            let shell = step.shell().unwrap_or_else(|| {
                 tracing::warn!(
                     "github-env: couldn't determine shell type for {workflow}:{job} step {stepno}; assuming bash",
                     workflow = step.workflow().key.presentation_path(),
@@ -440,7 +438,7 @@ impl Audit for GitHubEnv {
             return Ok(findings);
         };
 
-        let shell = step.shell().map(|s| s.0).unwrap_or_else(|| {
+        let shell = step.shell().unwrap_or_else(|| {
             tracing::warn!(
                 "github-env: couldn't determine shell type for {action} step {stepno}; assuming bash",
                 action = step.action().key.presentation_path(),
diff --git a/crates/zizmor/src/audit/impostor_commit.rs b/crates/zizmor/src/audit/impostor_commit.rs
index e4f52bc4..b91ff9ad 100644
--- a/crates/zizmor/src/audit/impostor_commit.rs
+++ b/crates/zizmor/src/audit/impostor_commit.rs
@@ -7,7 +7,6 @@
 
 use anyhow::anyhow;
 use github_actions_models::common::{RepositoryUses, Uses};
-use subfeature::Subfeature;
 
 use super::{Audit, AuditLoadError, Job, audit_meta};
 use crate::{
@@ -77,7 +76,7 @@ impl ImpostorCommit {
             return Ok(false);
         };
 
-        // Fastest path: almost all commit refs will be at the tip of
+        // Fast path: almost all commit refs will be at the tip of
         // the branch or tag's history, so check those first.
         // Check tags before branches, since in practice version tags
         // are more commonly pinned.
@@ -105,21 +104,6 @@ impl ImpostorCommit {
             }
         }
 
-        // Fast path: attempt to use GitHub's undocumented `branch_commits`
-        // API to see if the commit is present in any branch/tag.
-        // There are no stabilitiy guarantees for this API, so we fall back
-        // to the slow(er) paths if it fails.
-        match self
-            .client
-            .branch_commits(uses.owner(), uses.repo(), head_ref)
-            .await
-        {
-            Ok(branch_commits) => return Ok(branch_commits.is_empty()),
-            Err(e) => tracing::warn!("fast path impostor check failed for {uses}: {e}"),
-        }
-
-        // Slow path: use GitHub's comparison API to check each branch and tag's
-        // history for presence of the commit.
         for branch in &branches {
             if self
                 .named_ref_contains_commit(uses, &format!("refs/heads/{}", &branch.name), head_ref)
@@ -272,13 +256,8 @@ impl Audit for ImpostorCommit {
                             let mut finding_builder = Self::finding()
                                 .severity(Severity::High)
                                 .confidence(Confidence::High)
-                                .add_location(step.location_with_grip())
                                 .add_location(
-                                    step.location()
-                                        .with_keys(["uses".into()])
-                                        .subfeature(Subfeature::new(0, uses.raw()))
-                                        .primary()
-                                        .annotated(IMPOSTOR_ANNOTATION),
+                                    step.location().primary().annotated(IMPOSTOR_ANNOTATION),
                                 );
 
                             if let Some(fix) = self.create_impostor_fix(uses, &step).await {
@@ -300,14 +279,8 @@ impl Audit for ImpostorCommit {
                         let mut finding_builder = Self::finding()
                             .severity(Severity::High)
                             .confidence(Confidence::High)
-                            .add_location(reusable.location_with_grip())
                             .add_location(
-                                reusable
-                                    .location()
-                                    .with_keys(["uses".into()])
-                                    .subfeature(Subfeature::new(0, uses.raw()))
-                                    .primary()
-                                    .annotated(IMPOSTOR_ANNOTATION),
+                                reusable.location().primary().annotated(IMPOSTOR_ANNOTATION),
                             );
 
                         if let Some(fix) = self.create_reusable_fix(uses, &reusable).await {
@@ -337,14 +310,7 @@ impl Audit for ImpostorCommit {
             let mut finding_builder = Self::finding()
                 .severity(Severity::High)
                 .confidence(Confidence::High)
-                .add_location(step.location_with_grip())
-                .add_location(
-                    step.location()
-                        .with_keys(["uses".into()])
-                        .subfeature(Subfeature::new(0, uses.raw()))
-                        .primary()
-                        .annotated(IMPOSTOR_ANNOTATION),
-                );
+                .add_location(step.location().primary().annotated(IMPOSTOR_ANNOTATION));
 
             if let Some(fix) = self.create_impostor_fix(uses, step).await {
                 finding_builder = finding_builder.fix(fix);
@@ -415,7 +381,6 @@ jobs:
             // Apply the fix and snapshot test the result
             let new_doc = findings[0].fixes[0].apply(input.as_document()).unwrap();
             assert_snapshot!(new_doc.source(), @r"
-
             name: Test Impostor Commit Fix
             on: push
             jobs:
diff --git a/crates/zizmor/src/audit/insecure_commands.rs b/crates/zizmor/src/audit/insecure_commands.rs
index aa9a6a54..bc101f47 100644
--- a/crates/zizmor/src/audit/insecure_commands.rs
+++ b/crates/zizmor/src/audit/insecure_commands.rs
@@ -295,7 +295,6 @@ jobs:
                 assert!(fixed_document.source().contains("ANOTHER_VAR: also-keep"));
 
                 insta::assert_snapshot!(fixed_document.source(), @r#"
-
                 on: push
 
                 jobs:
@@ -350,7 +349,6 @@ jobs:
                 assert!(fixed_document.source().contains("GLOBAL_VAR: keep-me"));
 
                 insta::assert_snapshot!(fixed_document.source(), @r#"
-
                 on: push
 
                 env:
@@ -405,7 +403,6 @@ jobs:
                 assert!(fixed_document.source().contains("STEP_VAR: keep-me"));
 
                 insta::assert_snapshot!(fixed_document.source(), @r#"
-
                 on: push
 
                 jobs:
@@ -449,7 +446,6 @@ jobs:
                 let fixed_document = fix.apply(workflow.as_document()).unwrap();
 
                 insta::assert_snapshot!(fixed_document.source(), @r#"
-
                 on: push
 
                 jobs:
diff --git a/crates/zizmor/src/audit/known_vulnerable_actions.rs b/crates/zizmor/src/audit/known_vulnerable_actions.rs
index 5362c703..6acaf0e3 100644
--- a/crates/zizmor/src/audit/known_vulnerable_actions.rs
+++ b/crates/zizmor/src/audit/known_vulnerable_actions.rs
@@ -372,7 +372,6 @@ jobs:
         let fixed_document = fix.apply(workflow.as_document()).unwrap();
 
         insta::assert_snapshot!(fixed_document.source(), @r#"
-
         name: Test Vulnerable Actions
         on: push
         jobs:
@@ -422,8 +421,7 @@ jobs:
             .unwrap();
         let fixed_document = fix.apply(workflow.as_document()).unwrap();
 
-        insta::assert_snapshot!(fixed_document.source(), @r"
-
+        insta::assert_snapshot!(fixed_document.source(), @r#"
         name: Test Node Setup
         on: push
         jobs:
@@ -436,7 +434,7 @@ jobs:
                   node-version: '18'
               - name: Install dependencies
                 run: npm install
-        ");
+        "#);
     }
 
     #[tokio::test]
@@ -476,7 +474,6 @@ jobs:
         let fixed_document = fix.apply(workflow.as_document()).unwrap();
 
         insta::assert_snapshot!(fixed_document.source(), @r#"
-
         name: Test Third Party Action
         on: push
         jobs:
@@ -552,8 +549,7 @@ jobs:
             .unwrap();
         current_document = fix_cache.apply(&current_document).unwrap();
 
-        insta::assert_snapshot!(current_document.source(), @r"
-
+        insta::assert_snapshot!(current_document.source(), @r#"
         name: Test Multiple Vulnerable Actions
         on: push
         jobs:
@@ -573,7 +569,7 @@ jobs:
                   key: ${{ runner.os }}-node-${{ hashFiles('**/package-lock.json') }}
               - name: Install dependencies
                 run: npm install
-        ");
+        "#);
     }
 
     #[tokio::test]
@@ -611,7 +607,6 @@ jobs:
         let fixed_document = fix.apply(workflow.as_document()).unwrap();
 
         insta::assert_snapshot!(fixed_document.source(), @r"
-
         name: Test Action with Subpath
         on: push
         jobs:
@@ -660,8 +655,7 @@ jobs:
             .apply(workflow.as_document())
             .unwrap();
 
-        insta::assert_snapshot!(fixed_document.source(), @r"
-
+        insta::assert_snapshot!(fixed_document.source(), @r#"
         name: Test First Patched Version Priority
         on: push
         jobs:
@@ -670,7 +664,7 @@ jobs:
             steps:
               - name: Vulnerable action
                 uses: actions/checkout@v3.1.0
-        ");
+        "#);
     }
 
     #[tokio::test]
@@ -706,7 +700,6 @@ jobs:
         let new_doc = fix.apply(workflow.as_document()).unwrap();
 
         assert_snapshot!(new_doc.source(), @r"
-
         name: Test Non-Commit Ref
         on: push
         jobs:
@@ -770,7 +763,6 @@ jobs:
 
         let new_doc = findings[0].fixes[0].apply(input.as_document()).unwrap();
         assert_snapshot!(new_doc.source(), @r"
-
         name: Test Commit Hash Pinning Real API
         on: push
         permissions: {}
@@ -827,7 +819,6 @@ jobs:
 
         let new_doc = findings[0].fixes[0].apply(input.as_document()).unwrap();
         assert_snapshot!(new_doc.source(), @r"
-
         name: Test Commit Hash Pinning Real API
         on: push
         permissions: {}
diff --git a/crates/zizmor/src/audit/mod.rs b/crates/zizmor/src/audit/mod.rs
index f1704388..c2158757 100644
--- a/crates/zizmor/src/audit/mod.rs
+++ b/crates/zizmor/src/audit/mod.rs
@@ -189,9 +189,10 @@ pub(crate) enum AuditLoadError {
 }
 
 #[derive(Error, Debug)]
-#[error("error in '{ident}' audit")]
+#[error("error in {ident}")]
 pub(crate) struct AuditError {
     ident: &'static str,
+    #[source]
     source: anyhow::Error,
 }
 
diff --git a/crates/zizmor/src/audit/obfuscation.rs b/crates/zizmor/src/audit/obfuscation.rs
index e1675f3e..ae7d02e1 100644
--- a/crates/zizmor/src/audit/obfuscation.rs
+++ b/crates/zizmor/src/audit/obfuscation.rs
@@ -225,10 +225,7 @@ impl Obfuscation {
                 }
             }
             crate::models::StepBodyCommon::Run { .. } => {
-                if let Some(("cmd" | "cmd.exe", shell_loc)) = step
-                    .shell()
-                    .map(|(shell, loc)| (utils::normalize_shell(shell), loc))
-                {
+                if let Some("cmd" | "cmd.exe") = step.shell().map(utils::normalize_shell) {
                     // `shell: cmd` is basically impossible to analyze: it has no formal
                     // grammar and has several line continuation mechanisms that stymie
                     // naive matching. It also hasn't been the default shell on Windows
@@ -238,10 +235,11 @@ impl Obfuscation {
                             .confidence(Confidence::High)
                             .severity(Severity::Low)
                             .add_location(
-                                step.location_with_grip()
+                                step.location()
+                                    .primary()
+                                    .with_keys(["shell".into()])
                                     .annotated("Windows CMD shell limits analysis"),
                             )
-                            .add_location(shell_loc.primary())
                             .tip("use 'shell: pwsh' or 'shell: bash' for improved analysis")
                             .build(step)
                             .map_err(Self::err)?,
@@ -407,8 +405,7 @@ jobs:
 "#;
 
         let result = apply_fix_for_snapshot(workflow_content, "obfuscation").await;
-        insta::assert_snapshot!(result, @r"
-
+        insta::assert_snapshot!(result, @r#"
         name: Test Workflow
         on: push
 
@@ -417,7 +414,7 @@ jobs:
             runs-on: ubuntu-latest
             steps:
               - uses: actions/checkout@v4
-        ");
+        "#);
     }
 
     #[tokio::test]
@@ -434,8 +431,7 @@ jobs:
 "#;
 
         let result = apply_fix_for_snapshot(workflow_content, "obfuscation").await;
-        insta::assert_snapshot!(result, @r"
-
+        insta::assert_snapshot!(result, @r#"
         name: Test Workflow
         on: push
 
@@ -444,7 +440,7 @@ jobs:
             runs-on: ubuntu-latest
             steps:
               - uses: github/codeql-action/init@v2
-        ");
+        "#);
     }
 
     #[tokio::test]
@@ -461,8 +457,7 @@ jobs:
 "#;
 
         let result = apply_fix_for_snapshot(workflow_content, "obfuscation").await;
-        insta::assert_snapshot!(result, @r"
-
+        insta::assert_snapshot!(result, @r#"
         name: Test Workflow
         on: push
 
@@ -471,6 +466,6 @@ jobs:
             runs-on: ubuntu-latest
             steps:
               - uses: actions/cache/save@v4
-        ");
+        "#);
     }
 }
diff --git a/crates/zizmor/src/audit/secrets_inherit.rs b/crates/zizmor/src/audit/secrets_inherit.rs
index bb20e941..e41949e5 100644
--- a/crates/zizmor/src/audit/secrets_inherit.rs
+++ b/crates/zizmor/src/audit/secrets_inherit.rs
@@ -1,5 +1,4 @@
 use github_actions_models::workflow::job::Secrets;
-use subfeature::Subfeature;
 
 use super::{Audit, AuditLoadError, AuditState, audit_meta};
 use crate::{
@@ -38,7 +37,6 @@ impl Audit for SecretsInherit {
                         job.location()
                             .primary()
                             .with_keys(["uses".into()])
-                            .subfeature(Subfeature::new(0, job.uses.raw()))
                             .annotated("this reusable workflow"),
                     )
                     .add_location(
diff --git a/crates/zizmor/src/audit/stale_action_refs.rs b/crates/zizmor/src/audit/stale_action_refs.rs
index 59cfb72e..5b1bd3f0 100644
--- a/crates/zizmor/src/audit/stale_action_refs.rs
+++ b/crates/zizmor/src/audit/stale_action_refs.rs
@@ -2,7 +2,6 @@
 
 use anyhow::anyhow;
 use github_actions_models::common::{RepositoryUses, Uses};
-use subfeature::Subfeature;
 
 use super::{Audit, AuditLoadError, audit_meta};
 use crate::{
@@ -54,12 +53,7 @@ impl StaleActionRefs {
                     .confidence(Confidence::High)
                     .severity(Severity::Low)
                     .persona(Persona::Pedantic)
-                    .add_location(
-                        step.location()
-                            .primary()
-                            .with_keys(["uses".into()])
-                            .subfeature(Subfeature::new(0, uses.raw())),
-                    )
+                    .add_location(step.location().primary().with_keys(["uses".into()]))
                     .build(step)?,
             );
         }
diff --git a/crates/zizmor/src/audit/template_injection.rs b/crates/zizmor/src/audit/template_injection.rs
index 52046297..2d8cf81f 100644
--- a/crates/zizmor/src/audit/template_injection.rs
+++ b/crates/zizmor/src/audit/template_injection.rs
@@ -185,7 +185,7 @@ impl TemplateInjection {
             return None;
         }
 
-        let shell = utils::normalize_shell(step.shell()?.0);
+        let shell = utils::normalize_shell(step.shell()?);
 
         match shell {
             "bash" | "sh" | "zsh" => Some(format!("${{{env_var}}}")),
@@ -707,7 +707,6 @@ jobs:
                         "replace expression with environment variable",
                     );
                     insta::assert_snapshot!(fixed_content.source(), @r#"
-
                     name: Test Template Injection
                     on: push
                     jobs:
@@ -759,7 +758,6 @@ jobs:
                         "replace expression with environment variable",
                     );
                     insta::assert_snapshot!(fixed_content.source(), @r#"
-
                     name: Test Template Injection
                     on: push
                     jobs:
@@ -813,7 +811,6 @@ jobs:
                         "replace expression with environment variable",
                     );
                     insta::assert_snapshot!(fixed_content.source(), @r#"
-
                     name: Test Template Injection
                     on: push
                     jobs:
@@ -923,7 +920,6 @@ jobs:
                 }
 
                 insta::assert_snapshot!(current_document.source(), @r#"
-
                 name: Test Multiple Template Injections
                 on: push
                 jobs:
@@ -990,7 +986,6 @@ jobs:
                 }
 
                 insta::assert_snapshot!(current_document.source(), @r#"
-
                 name: Test Duplicate Template Injections
                 on: push
                 jobs:
@@ -1051,7 +1046,6 @@ jobs:
                 }
 
                 insta::assert_snapshot!(current_document.source(), @r#"
-
                 name: Test Duplicate Template Injections
                 on: push
                 jobs:
@@ -1115,7 +1109,6 @@ jobs:
                 }
 
                 insta::assert_snapshot!(current_document.source(), @r#"
-
                 name: Test Duplicate Template Injections
                 on: push
                 jobs:
@@ -1232,7 +1225,6 @@ jobs:
                         "replace expression with environment variable",
                     );
                     insta::assert_snapshot!(fixed_content.source(), @r#"
-
                     name: Test Template Injection - Bash
                     on: push
                     jobs:
@@ -1279,7 +1271,6 @@ jobs:
                         "replace expression with environment variable",
                     );
                     insta::assert_snapshot!(fixed_content.source(), @r#"
-
                     name: Test Template Injection - Bash
                     on: push
                     jobs:
@@ -1325,8 +1316,7 @@ jobs:
                         finding,
                         "replace expression with environment variable",
                     );
-                    insta::assert_snapshot!(fixed_content.source(), @r"
-
+                    insta::assert_snapshot!(fixed_content.source(), @r#"
                     name: Test Template Injection - CMD
                     on: push
                     jobs:
@@ -1336,7 +1326,7 @@ jobs:
                           - name: Vulnerable step with cmd shell
                             shell: cmd
                             run: echo User is %GITHUB_ACTOR%
-                    ");
+                    "#);
                 }
             }
         );
@@ -1373,7 +1363,6 @@ jobs:
                         "replace expression with environment variable",
                     );
                     insta::assert_snapshot!(fixed_content.source(), @r#"
-
                     name: Test Template Injection - PowerShell
                     on: push
                     jobs:
@@ -1420,7 +1409,6 @@ jobs:
                     );
                     // Ubuntu default shell is bash, so should use ${VAR} syntax
                     insta::assert_snapshot!(fixed_content.source(), @r#"
-
                     name: Test Template Injection - Default Shell Ubuntu
                     on: push
                     jobs:
@@ -1466,7 +1454,6 @@ jobs:
                     );
                     // Windows default shell is pwsh, so should use $env:VAR syntax
                     insta::assert_snapshot!(fixed_content.source(), @r#"
-
                     name: Test Template Injection - Default Shell Windows
                     on: push
                     jobs:
@@ -1511,8 +1498,7 @@ jobs:
                         finding,
                         "replace expression with environment variable",
                     );
-                    insta::assert_snapshot!(fixed_content.source(), @r"
-
+                    insta::assert_snapshot!(fixed_content.source(), @r#"
                     name: Test Template Injection - CMD with Custom Env
                     on: push
                     jobs:
@@ -1524,7 +1510,7 @@ jobs:
                             run: echo PR title is %GITHUB_EVENT_PULL_REQUEST_TITLE%
                             env:
                               GITHUB_EVENT_PULL_REQUEST_TITLE: ${{ github.event.pull_request.title }}
-                    ");
+                    "#);
                 }
             }
         );
diff --git a/crates/zizmor/src/audit/unpinned_uses.rs b/crates/zizmor/src/audit/unpinned_uses.rs
index 6cbebfed..5854035b 100644
--- a/crates/zizmor/src/audit/unpinned_uses.rs
+++ b/crates/zizmor/src/audit/unpinned_uses.rs
@@ -1,5 +1,4 @@
 use github_actions_models::common::Uses;
-use subfeature::Subfeature;
 
 use super::{Audit, AuditLoadError, AuditState, audit_meta};
 use crate::audit::AuditError;
@@ -32,7 +31,7 @@ impl UnpinnedUses {
             Uses::Docker(_) => {
                 if uses.unpinned() {
                     Some((
-                        "image is not pinned to a tag, branch, or hash ref".into(),
+                        "action is not pinned to a tag, branch, or hash ref".into(),
                         Severity::Medium,
                         Persona::default(),
                     ))
@@ -109,7 +108,6 @@ impl UnpinnedUses {
                         step.location()
                             .primary()
                             .with_keys(["uses".into()])
-                            .subfeature(Subfeature::new(0, uses.raw()))
                             .annotated(annotation),
                     )
                     .build(step)?,
diff --git a/crates/zizmor/src/audit/unsound_condition.rs b/crates/zizmor/src/audit/unsound_condition.rs
index e17e951d..bc84bc08 100644
--- a/crates/zizmor/src/audit/unsound_condition.rs
+++ b/crates/zizmor/src/audit/unsound_condition.rs
@@ -244,7 +244,6 @@ jobs:
 
                 let fixed_document = apply_fix_for_snapshot(workflow.as_document(), findings);
                 insta::assert_snapshot!(fixed_document.source(), @r#"
-
                 name: Test
                 on: push
                 jobs:
@@ -284,7 +283,6 @@ jobs:
 
                 let fixed_document = apply_fix_for_snapshot(workflow.as_document(), findings);
                 insta::assert_snapshot!(fixed_document.source(), @r#"
-
                 name: Test
                 on: push
                 jobs:
@@ -325,7 +323,6 @@ jobs:
 
                 let fixed_document = apply_fix_for_snapshot(workflow.as_document(), findings);
                 insta::assert_snapshot!(fixed_document.source(), @r#"
-
                 name: Test
                 on: push
                 jobs:
@@ -370,7 +367,6 @@ jobs:
 
                 let fixed_document = apply_fix_for_snapshot(workflow.as_document(), findings);
                 insta::assert_snapshot!(fixed_document.source(), @r#"
-
                 name: Test
                 on: push
                 jobs:
@@ -410,8 +406,7 @@ jobs:
                 assert_eq!(findings.len(), 1);
 
                 let fixed_document = apply_fix_for_snapshot(workflow.as_document(), findings);
-                insta::assert_snapshot!(fixed_document.source(), @r"
-
+                insta::assert_snapshot!(fixed_document.source(), @r#"
                 name: Test
                 on: push
                 jobs:
@@ -419,7 +414,7 @@ jobs:
                     if: |-
                       ${{ github.event_name == 'pull_request' }}
                     uses: ./.github/workflows/reusable.yml
-                ");
+                "#);
             }
         );
     }
@@ -468,7 +463,6 @@ jobs:
                 }
 
                 insta::assert_snapshot!(document.source(), @r#"
-
                 name: Test
                 on: push
                 jobs:
diff --git a/crates/zizmor/src/audit/use_trusted_publishing.rs b/crates/zizmor/src/audit/use_trusted_publishing.rs
index 7c1bb86d..33a170ff 100644
--- a/crates/zizmor/src/audit/use_trusted_publishing.rs
+++ b/crates/zizmor/src/audit/use_trusted_publishing.rs
@@ -430,7 +430,7 @@ impl Audit for UseTrustedPublishing {
         if let StepBodyCommon::Run { run, .. } = step.body()
             && !step.parent.has_id_token()
         {
-            let shell = step.shell().map(|s| s.0).unwrap_or_else(|| {
+            let shell = step.shell().unwrap_or_else(|| {
                 tracing::debug!(
                     "use-trusted-publishing: couldn't determine shell type for {workflow}:{job} step {stepno}",
                     workflow = step.workflow().key.filename(),
diff --git a/crates/zizmor/src/config.rs b/crates/zizmor/src/config.rs
index 60fc2f8e..a8bd730d 100644
--- a/crates/zizmor/src/config.rs
+++ b/crates/zizmor/src/config.rs
@@ -21,12 +21,7 @@ use crate::{
     registry::input::RepoSlug,
 };
 
-const CONFIG_CANDIDATES: &[&str] = &[
-    ".github/zizmor.yml",
-    ".github/zizmor.yaml",
-    "zizmor.yml",
-    "zizmor.yaml",
-];
+const CONFIG_CANDIDATES: &[&str] = &[".github/zizmor.yml", "zizmor.yml"];
 
 #[derive(Error, Debug)]
 #[error("configuration error in {path}")]
diff --git a/crates/zizmor/src/data/dependabot-2.0.json b/crates/zizmor/src/data/dependabot-2.0.json
index 235fd156..f3c407f5 100644
--- a/crates/zizmor/src/data/dependabot-2.0.json
+++ b/crates/zizmor/src/data/dependabot-2.0.json
@@ -647,28 +647,24 @@
     },
     "package-ecosystem-values": {
       "enum": [
-        "bazel",
         "bun",
         "bundler",
         "cargo",
         "composer",
-        "conda",
         "devcontainers",
         "docker",
         "docker-compose",
         "dotnet-sdk",
         "elm",
-        "github-actions",
         "gitsubmodule",
+        "github-actions",
         "gomod",
         "gradle",
         "helm",
-        "julia",
         "maven",
         "mix",
         "npm",
         "nuget",
-        "opentofu",
         "pip",
         "pub",
         "rust-toolchain",
diff --git a/crates/zizmor/src/finding.rs b/crates/zizmor/src/finding.rs
index dacce53e..67a7dd1b 100644
--- a/crates/zizmor/src/finding.rs
+++ b/crates/zizmor/src/finding.rs
@@ -6,7 +6,9 @@ use serde::{Deserialize, Serialize};
 
 use self::location::{Location, SymbolicLocation};
 use crate::{
-    InputKey, audit::AuditError, finding::location::LocationKind, models::AsDocument,
+    InputKey,
+    audit::AuditError,
+    models::{AsDocument, StepCommon, workflow::JobCommon},
     registry::input::Group,
 };
 use yamlpatch::{self, Patch};
@@ -226,6 +228,44 @@ impl<'doc> FindingBuilder<'doc> {
         self
     }
 
+    /// Add a "useful" location for the given step, if it has a name or ID.
+    pub(crate) fn with_step(mut self, step: &impl StepCommon<'doc>) -> Self {
+        if step.name().is_some() {
+            self.locations.push(
+                step.location()
+                    .with_keys(["name".into()])
+                    .annotated("this step"),
+            );
+        } else if step.id().is_some() {
+            self.locations.push(
+                step.location()
+                    .with_keys(["id".into()])
+                    .annotated("this step"),
+            );
+        }
+
+        self
+    }
+
+    pub(crate) fn with_job(mut self, job: &impl JobCommon<'doc>) -> Self {
+        if job.name().is_some() {
+            self.locations.push(
+                job.location()
+                    .with_keys(["name".into()])
+                    .annotated("this job"),
+            );
+        } else {
+            self.locations.push(
+                job.parent()
+                    .location()
+                    .with_keys(["jobs".into(), job.id().into()])
+                    .annotated("this job"),
+            );
+        }
+
+        self
+    }
+
     pub(crate) fn tip(mut self, tip: impl Into<String>) -> Self {
         self.tip = Some(tip.into());
         self
@@ -249,12 +289,7 @@ impl<'doc> FindingBuilder<'doc> {
 
         locations.extend(self.raw_locations);
 
-        if locations.len() == 1
-            && let Some(location) = locations.get_mut(0)
-        {
-            // If there's only one location, then it's primary by definition.
-            location.symbolic.kind = LocationKind::Primary;
-        } else if !locations.iter().any(|l| l.symbolic.is_primary()) {
+        if !locations.iter().any(|l| l.symbolic.is_primary()) {
             return Err(AuditError::new(
                 self.ident,
                 anyhow!("API misuse: at least one location must be marked with primary()"),
diff --git a/crates/zizmor/src/finding/location.rs b/crates/zizmor/src/finding/location.rs
index 2fe1d97d..ea95909d 100644
--- a/crates/zizmor/src/finding/location.rs
+++ b/crates/zizmor/src/finding/location.rs
@@ -208,12 +208,12 @@ pub(crate) trait Locatable<'doc> {
     fn location(&self) -> SymbolicLocation<'doc>;
 
     /// Returns an "enriched" symbolic location of this model,
-    /// when the model has one or more "grip" fields that are
-    /// visually useful to key off of (like a `name` or `id` field).
+    /// when the model is of a type that has a name. Otherwise,
+    /// returns the same symbolic location as `location()`.
     ///
     /// For example, a GitHub Actions workflow step has an optional name,
     /// which is included in this symbolic location if present.
-    fn location_with_grip(&self) -> SymbolicLocation<'doc> {
+    fn location_with_name(&self) -> SymbolicLocation<'doc> {
         self.location()
     }
 }
diff --git a/crates/zizmor/src/github.rs b/crates/zizmor/src/github.rs
index 47b1bd4d..f173c10e 100644
--- a/crates/zizmor/src/github.rs
+++ b/crates/zizmor/src/github.rs
@@ -575,29 +575,6 @@ impl Client {
             .max_by_key(|t| t.name.len()))
     }
 
-    #[instrument(skip(self))]
-    pub(crate) async fn branch_commits(
-        &self,
-        owner: &str,
-        repo: &str,
-        commit: &str,
-    ) -> Result<BranchCommits, ClientError> {
-        // NOTE(ww): This API is undocumented.
-        // See: https://github.com/orgs/community/discussions/78161
-        let url = format!("https://github.com/{owner}/{repo}/branch_commits/{commit}");
-
-        // We ask GitHub for JSON, because it sends HTML by default for this endpoint.
-        self.base_client
-            .get(&url)
-            .header(ACCEPT, "application/json")
-            .send()
-            .await?
-            .error_for_status()?
-            .json()
-            .await
-            .map_err(Into::into)
-    }
-
     #[instrument(skip(self))]
     pub(crate) async fn compare_commits(
         &self,
@@ -882,23 +859,6 @@ pub(crate) struct Commit {
     pub(crate) sha: String,
 }
 
-/// The response structure from GitHub's undocumented `branch_commits` API.
-///
-/// This model is intentionally incomplete.
-#[derive(Clone, Deserialize)]
-#[serde(rename_all = "lowercase")]
-#[non_exhaustive]
-pub(crate) struct BranchCommits {
-    branches: Vec<serde_json::Value>,
-    tags: Vec<String>,
-}
-
-impl BranchCommits {
-    pub(crate) fn is_empty(&self) -> bool {
-        self.branches.is_empty() && self.tags.is_empty()
-    }
-}
-
 #[derive(Clone, Deserialize)]
 #[serde(rename_all = "lowercase")]
 pub(crate) enum ComparisonStatus {
diff --git a/crates/zizmor/src/lsp.rs b/crates/zizmor/src/lsp.rs
index 218c931d..46350dc9 100644
--- a/crates/zizmor/src/lsp.rs
+++ b/crates/zizmor/src/lsp.rs
@@ -4,7 +4,7 @@ use std::str::FromStr;
 
 use camino::Utf8Path;
 use thiserror::Error;
-use tower_lsp_server::ls_types::{self, TextDocumentSyncKind};
+use tower_lsp_server::lsp_types::{self, TextDocumentSyncKind};
 use tower_lsp_server::{Client, LanguageServer, LspService, Server};
 
 use crate::audit::AuditInput;
@@ -25,7 +25,7 @@ pub(crate) struct Error {
 }
 
 struct LspDocumentCommon {
-    uri: ls_types::Uri,
+    uri: lsp_types::Uri,
     text: String,
     version: Option<i32>,
 }
@@ -39,35 +39,35 @@ struct Backend {
 impl LanguageServer for Backend {
     async fn initialize(
         &self,
-        _: ls_types::InitializeParams,
-    ) -> tower_lsp_server::jsonrpc::Result<ls_types::InitializeResult> {
-        Ok(ls_types::InitializeResult {
-            server_info: Some(ls_types::ServerInfo {
+        _: lsp_types::InitializeParams,
+    ) -> tower_lsp_server::jsonrpc::Result<lsp_types::InitializeResult> {
+        Ok(lsp_types::InitializeResult {
+            server_info: Some(lsp_types::ServerInfo {
                 name: "zizmor (LSP)".into(),
                 version: Some(env!("CARGO_PKG_VERSION").into()),
             }),
-            capabilities: ls_types::ServerCapabilities {
-                text_document_sync: Some(ls_types::TextDocumentSyncCapability::Kind(
-                    ls_types::TextDocumentSyncKind::FULL,
+            capabilities: lsp_types::ServerCapabilities {
+                text_document_sync: Some(lsp_types::TextDocumentSyncCapability::Kind(
+                    lsp_types::TextDocumentSyncKind::FULL,
                 )),
                 ..Default::default()
             },
         })
     }
 
-    async fn initialized(&self, _: ls_types::InitializedParams) {
+    async fn initialized(&self, _: lsp_types::InitializedParams) {
         let selectors = vec![
-            ls_types::DocumentFilter {
+            lsp_types::DocumentFilter {
                 language: Some("yaml".into()),
                 scheme: None,
                 pattern: Some("**/.github/workflows/*.{yml,yaml}".into()),
             },
-            ls_types::DocumentFilter {
+            lsp_types::DocumentFilter {
                 language: Some("yaml".into()),
                 scheme: None,
                 pattern: Some("**/action.{yml,yaml}".into()),
             },
-            ls_types::DocumentFilter {
+            lsp_types::DocumentFilter {
                 language: Some("yaml".into()),
                 scheme: None,
                 pattern: Some("**/.github/dependabot.{yml,yaml}".into()),
@@ -80,46 +80,46 @@ impl LanguageServer for Backend {
         // neglects to.
         self.client
             .register_capability(vec![
-                ls_types::Registration {
+                lsp_types::Registration {
                     id: "zizmor-didopen".into(),
                     method: "textDocument/didOpen".into(),
                     register_options: Some(
-                        serde_json::to_value(ls_types::TextDocumentRegistrationOptions {
+                        serde_json::to_value(lsp_types::TextDocumentRegistrationOptions {
                             document_selector: Some(selectors.clone()),
                         })
                         .expect("failed to serialize LSP document registration options"),
                     ),
                 },
-                ls_types::Registration {
+                lsp_types::Registration {
                     id: "zizmor-didchange".into(),
                     method: "textDocument/didChange".into(),
                     register_options: Some(
-                        serde_json::to_value(ls_types::TextDocumentChangeRegistrationOptions {
+                        serde_json::to_value(lsp_types::TextDocumentChangeRegistrationOptions {
                             document_selector: Some(selectors.clone()),
                             sync_kind: TextDocumentSyncKind::FULL,
                         })
                         .expect("failed to serialize LSP document registration options"),
                     ),
                 },
-                ls_types::Registration {
+                lsp_types::Registration {
                     id: "zizmor-didsave".into(),
                     method: "textDocument/didSave".into(),
                     register_options: Some(
-                        serde_json::to_value(ls_types::TextDocumentSaveRegistrationOptions {
+                        serde_json::to_value(lsp_types::TextDocumentSaveRegistrationOptions {
                             include_text: Some(true),
                             text_document_registration_options:
-                                ls_types::TextDocumentRegistrationOptions {
+                                lsp_types::TextDocumentRegistrationOptions {
                                     document_selector: Some(selectors.clone()),
                                 },
                         })
                         .expect("failed to serialize LSP document registration options"),
                     ),
                 },
-                ls_types::Registration {
+                lsp_types::Registration {
                     id: "zizmor-didclose".into(),
                     method: "textDocument/didClose".into(),
                     register_options: Some(
-                        serde_json::to_value(ls_types::TextDocumentRegistrationOptions {
+                        serde_json::to_value(lsp_types::TextDocumentRegistrationOptions {
                             document_selector: Some(selectors),
                         })
                         .expect("failed to serialize LSP document registration options"),
@@ -130,7 +130,7 @@ impl LanguageServer for Backend {
             .expect("failed to register text document capabilities with the LSP client");
 
         self.client
-            .log_message(ls_types::MessageType::INFO, "server initialized!")
+            .log_message(lsp_types::MessageType::INFO, "server initialized!")
             .await;
     }
 
@@ -139,7 +139,7 @@ impl LanguageServer for Backend {
         Ok(())
     }
 
-    async fn did_open(&self, params: ls_types::DidOpenTextDocumentParams) {
+    async fn did_open(&self, params: lsp_types::DidOpenTextDocumentParams) {
         tracing::debug!("did_open: {:?}", params);
         self.audit(LspDocumentCommon {
             uri: params.text_document.uri,
@@ -149,7 +149,7 @@ impl LanguageServer for Backend {
         .await;
     }
 
-    async fn did_change(&self, params: ls_types::DidChangeTextDocumentParams) {
+    async fn did_change(&self, params: lsp_types::DidChangeTextDocumentParams) {
         tracing::debug!("did_change: {:?}", params);
         let mut params = params;
         let Some(change) = params.content_changes.pop() else {
@@ -164,7 +164,7 @@ impl LanguageServer for Backend {
         .await;
     }
 
-    async fn did_save(&self, params: ls_types::DidSaveTextDocumentParams) {
+    async fn did_save(&self, params: lsp_types::DidSaveTextDocumentParams) {
         tracing::debug!("did_save: {:?}", params);
         if let Some(text) = params.text {
             self.audit(LspDocumentCommon {
@@ -217,15 +217,15 @@ impl Backend {
             .iter()
             .map(|finding| {
                 let primary = finding.primary_location();
-                ls_types::Diagnostic {
-                    range: ls_types::Range {
+                lsp_types::Diagnostic {
+                    range: lsp_types::Range {
                         start: primary.concrete.location.start_point.into(),
                         end: primary.concrete.location.end_point.into(),
                     },
                     severity: Some(finding.determinations.severity.into()),
-                    code: Some(ls_types::NumberOrString::String(finding.ident.into())),
-                    code_description: Some(ls_types::CodeDescription {
-                        href: ls_types::Uri::from_str(finding.url)
+                    code: Some(lsp_types::NumberOrString::String(finding.ident.into())),
+                    code_description: Some(lsp_types::CodeDescription {
+                        href: lsp_types::Uri::from_str(finding.url)
                             .expect("finding contains an invalid URL somehow"),
                     }),
                     source: Some("zizmor".into()),
@@ -248,25 +248,25 @@ impl Backend {
     async fn audit(&self, params: LspDocumentCommon) {
         if let Err(e) = self.audit_inner(params).await {
             self.client
-                .log_message(ls_types::MessageType::ERROR, format!("audit failed: {e}"))
+                .log_message(lsp_types::MessageType::ERROR, format!("audit failed: {e}"))
                 .await;
         }
     }
 }
 
-impl From<Severity> for ls_types::DiagnosticSeverity {
+impl From<Severity> for lsp_types::DiagnosticSeverity {
     fn from(value: Severity) -> Self {
         // TODO: Does this mapping make sense?
         match value {
-            Severity::Informational => ls_types::DiagnosticSeverity::INFORMATION,
-            Severity::Low => ls_types::DiagnosticSeverity::WARNING,
-            Severity::Medium => ls_types::DiagnosticSeverity::WARNING,
-            Severity::High => ls_types::DiagnosticSeverity::ERROR,
+            Severity::Informational => lsp_types::DiagnosticSeverity::INFORMATION,
+            Severity::Low => lsp_types::DiagnosticSeverity::WARNING,
+            Severity::Medium => lsp_types::DiagnosticSeverity::WARNING,
+            Severity::High => lsp_types::DiagnosticSeverity::ERROR,
         }
     }
 }
 
-impl From<Point> for ls_types::Position {
+impl From<Point> for lsp_types::Position {
     fn from(value: Point) -> Self {
         Self {
             line: value.row as u32,
diff --git a/crates/zizmor/src/main.rs b/crates/zizmor/src/main.rs
index 620ad0f5..f9e9da1c 100644
--- a/crates/zizmor/src/main.rs
+++ b/crates/zizmor/src/main.rs
@@ -30,7 +30,6 @@ use tracing_indicatif::{IndicatifLayer, span_ext::IndicatifSpanExt};
 use tracing_subscriber::{EnvFilter, layer::SubscriberExt as _, util::SubscriberInitExt as _};
 
 use crate::{
-    audit::AuditError,
     config::{Config, ConfigError, ConfigErrorInner},
     github::Client,
     models::AsDocument,
@@ -118,15 +117,6 @@ struct App {
     #[arg(long, value_enum, default_value_t)]
     format: OutputFormat,
 
-    /// Whether to render OSC 8 links in the output.
-    ///
-    /// This affects links under audit IDs, as well as any links
-    /// produced by audit rules.
-    ///
-    /// Only affects `--format=plain` (the default).
-    #[arg(long, value_enum, default_value_t, env = "ZIZMOR_RENDER_LINKS")]
-    render_links: CliRenderLinks,
-
     /// Whether to render audit URLs in the output, separately from any URLs
     /// embedded in OSC 8 links.
     ///
@@ -334,44 +324,6 @@ pub(crate) enum OutputFormat {
     Github,
 }
 
-#[derive(Debug, Default, Copy, Clone, ValueEnum)]
-pub(crate) enum CliRenderLinks {
-    /// Render OSC 8 links in output if support is detected.
-    #[default]
-    Auto,
-    /// Always render OSC 8 links in output.
-    Always,
-    /// Never render OSC 8 links in output.
-    Never,
-}
-
-#[derive(Debug, Copy, Clone)]
-pub(crate) enum RenderLinks {
-    Always,
-    Never,
-}
-
-impl From<CliRenderLinks> for RenderLinks {
-    fn from(value: CliRenderLinks) -> Self {
-        match value {
-            CliRenderLinks::Auto => {
-                // We render links if stdout is a terminal. This is assumed
-                // to preclude CI environments and log files.
-                //
-                // TODO: Switch this to the support-hyperlinks crate?
-                // See: https://github.com/zkat/supports-hyperlinks/pull/8
-                if stdout().is_terminal() {
-                    RenderLinks::Always
-                } else {
-                    RenderLinks::Never
-                }
-            }
-            CliRenderLinks::Always => RenderLinks::Always,
-            CliRenderLinks::Never => RenderLinks::Never,
-        }
-    }
-}
-
 #[derive(Debug, Default, Copy, Clone, ValueEnum)]
 pub(crate) enum CliShowAuditUrls {
     /// Render audit URLs in output automatically based on output format and runtime context.
@@ -642,10 +594,10 @@ enum Error {
     #[error("failed to load audit rules")]
     AuditLoad(#[source] anyhow::Error),
     /// An error while running an audit.
-    #[error("'{ident}' audit failed on {input}")]
+    #[error("{ident} failed on {input}")]
     Audit {
         ident: &'static str,
-        source: AuditError,
+        source: anyhow::Error,
         input: String,
     },
     /// An error while rendering output.
@@ -688,7 +640,6 @@ async fn run(app: &mut App) -> Result<ExitCode, Error> {
                 ColorMode::Never
             } else if std::env::var("FORCE_COLOR").is_ok()
                 || std::env::var("CLICOLOR_FORCE").is_ok()
-                || utils::is_ci()
             {
                 ColorMode::Always
             } else {
@@ -843,7 +794,7 @@ async fn run(app: &mut App) -> Result<ExitCode, Error> {
             while let Some(findings) = completion_stream.next().await {
                 let findings = findings.map_err(|err| Error::Audit {
                     ident: err.ident(),
-                    source: err,
+                    source: err.into(),
                     input: input.key().to_string(),
                 })?;
 
@@ -864,7 +815,6 @@ async fn run(app: &mut App) -> Result<ExitCode, Error> {
             &registry,
             &results,
             &app.show_audit_urls.into(),
-            &app.render_links.into(),
             app.naches,
         ),
         OutputFormat::Json | OutputFormat::JsonV1 => {
@@ -969,16 +919,6 @@ async fn main() -> ExitCode {
                     Some(report)
                 }
                 Error::Collection(err) => match err.inner() {
-                    CollectionError::NoInputs => {
-                        let group = Group::with_title(Level::ERROR.primary_title(err.to_string()))
-                            .element(Level::HELP.message("collection yielded no auditable inputs"))
-                            .element(Level::HELP.message("inputs must contain at least one valid workflow, action, or Dependabot config"));
-
-                        let renderer = Renderer::styled();
-                        let report = renderer.render(&[group]);
-
-                        Some(report)
-                    }
                     CollectionError::DuplicateInput(..) => {
                         let group = Group::with_title(Level::ERROR.primary_title(err.to_string()))
                             .element(Level::HELP.message(format!(
diff --git a/crates/zizmor/src/models.rs b/crates/zizmor/src/models.rs
index 505d720c..0f6efd71 100644
--- a/crates/zizmor/src/models.rs
+++ b/crates/zizmor/src/models.rs
@@ -7,7 +7,7 @@ use github_actions_models::common::Env;
 use github_actions_models::common::expr::LoE;
 use github_actions_models::workflow::job::Strategy;
 
-use crate::finding::location::{Locatable, SymbolicLocation};
+use crate::finding::location::Locatable;
 use crate::models::inputs::HasInputs;
 
 pub(crate) mod action;
@@ -37,6 +37,12 @@ pub(crate) enum StepBodyCommon<'s> {
 
 /// Common interfaces between workflow and action steps.
 pub(crate) trait StepCommon<'doc>: Locatable<'doc> + HasInputs {
+    /// Returns the step's name, if present.
+    fn name(&self) -> Option<&'doc str>;
+
+    /// Returns the step's ID, if present.
+    fn id(&self) -> Option<&'doc str>;
+
     /// Returns the step's index within its parent job or action.
     fn index(&self) -> usize;
 
@@ -64,7 +70,7 @@ pub(crate) trait StepCommon<'doc>: Locatable<'doc> + HasInputs {
     ///
     /// Returns `None` if the shell cannot be statically determined, including
     /// if the shell is specified via an expression.
-    fn shell(&self) -> Option<(&str, SymbolicLocation<'doc>)>;
+    fn shell(&self) -> Option<&str>;
 }
 
 impl<'a, 'doc, T: StepCommon<'doc>> AsDocument<'a, 'doc> for T {
diff --git a/crates/zizmor/src/models/action.rs b/crates/zizmor/src/models/action.rs
index 6afc4f4f..1876b15b 100644
--- a/crates/zizmor/src/models/action.rs
+++ b/crates/zizmor/src/models/action.rs
@@ -175,13 +175,10 @@ impl<'doc> Locatable<'doc> for CompositeStep<'doc> {
         ])
     }
 
-    fn location_with_grip(&self) -> SymbolicLocation<'doc> {
-        if self.inner.name.is_some() {
-            self.location().with_keys(["name".into()])
-        } else if self.inner.id.is_some() {
-            self.location().with_keys(["id".into()])
-        } else {
-            self.location()
+    fn location_with_name(&self) -> SymbolicLocation<'doc> {
+        match self.inner.name {
+            Some(_) => self.location().with_keys(["name".into()]),
+            None => self.location(),
         }
     }
 }
@@ -193,6 +190,14 @@ impl HasInputs for CompositeStep<'_> {
 }
 
 impl<'doc> StepCommon<'doc> for CompositeStep<'doc> {
+    fn name(&self) -> Option<&'doc str> {
+        self.name.as_deref()
+    }
+
+    fn id(&self) -> Option<&'doc str> {
+        self.id.as_deref()
+    }
+
     fn index(&self) -> usize {
         self.index
     }
@@ -232,19 +237,14 @@ impl<'doc> StepCommon<'doc> for CompositeStep<'doc> {
         self.action().as_document()
     }
 
-    fn shell(&self) -> Option<(&str, SymbolicLocation<'doc>)> {
+    fn shell(&self) -> Option<&str> {
         // For composite action steps, shell is always explicitly specified in the YAML.
         if let action::StepBody::Run {
             shell: LoE::Literal(shell),
             ..
         } = &self.inner.body
         {
-            Some((
-                shell,
-                self.location()
-                    .with_keys(["shell".into()])
-                    .annotated("shell defined here"),
-            ))
+            Some(shell)
         } else {
             None
         }
diff --git a/crates/zizmor/src/models/dependabot.rs b/crates/zizmor/src/models/dependabot.rs
index 4d7aa350..05a04321 100644
--- a/crates/zizmor/src/models/dependabot.rs
+++ b/crates/zizmor/src/models/dependabot.rs
@@ -131,7 +131,7 @@ impl<'doc> Locatable<'doc> for Update<'doc> {
             .annotated("this update rule")
     }
 
-    fn location_with_grip(&self) -> SymbolicLocation<'doc> {
+    fn location_with_name(&self) -> SymbolicLocation<'doc> {
         self.location()
             .with_keys(["package-ecosystem".into()])
             .annotated("this ecosystem")
diff --git a/crates/zizmor/src/models/workflow.rs b/crates/zizmor/src/models/workflow.rs
index 4c6b6f7d..69e52814 100644
--- a/crates/zizmor/src/models/workflow.rs
+++ b/crates/zizmor/src/models/workflow.rs
@@ -384,15 +384,10 @@ impl<'doc, T: JobCommon<'doc>> Locatable<'doc> for T {
             .with_keys(["jobs".into(), self.id().into()])
     }
 
-    fn location_with_grip(&self) -> SymbolicLocation<'doc> {
-        if self.name().is_some() {
-            self.location().with_keys(["name".into()])
-        } else {
-            self.parent()
-                .location()
-                .annotated("this job")
-                .with_keys(["jobs".into(), self.id().into()])
-                .key_only()
+    fn location_with_name(&self) -> SymbolicLocation<'doc> {
+        match self.name() {
+            Some(_) => self.location().with_keys(["name".into()]),
+            None => self.location(),
         }
     }
 }
@@ -634,13 +629,10 @@ impl<'doc> Locatable<'doc> for Step<'doc> {
             .annotated("this step")
     }
 
-    fn location_with_grip(&self) -> SymbolicLocation<'doc> {
-        if self.inner.name.is_some() {
-            self.location().with_keys(["name".into()])
-        } else if self.inner.id.is_some() {
-            self.location().with_keys(["id".into()])
-        } else {
-            self.location()
+    fn location_with_name(&self) -> SymbolicLocation<'doc> {
+        match self.inner.name {
+            Some(_) => self.location().with_keys(["name".into()]),
+            None => self.location(),
         }
     }
 }
@@ -652,6 +644,14 @@ impl HasInputs for Step<'_> {
 }
 
 impl<'doc> StepCommon<'doc> for Step<'doc> {
+    fn name(&self) -> Option<&'doc str> {
+        self.inner.name.as_deref()
+    }
+
+    fn id(&self) -> Option<&'doc str> {
+        self.inner.id.as_deref()
+    }
+
     fn index(&self) -> usize {
         self.index
     }
@@ -691,7 +691,7 @@ impl<'doc> StepCommon<'doc> for Step<'doc> {
         self.workflow().as_document()
     }
 
-    fn shell(&self) -> Option<(&str, SymbolicLocation<'doc>)> {
+    fn shell(&self) -> Option<&str> {
         // For workflow steps, we can use the existing shell() method
         self.shell()
     }
@@ -720,7 +720,7 @@ impl<'doc> Step<'doc> {
     /// if the shell can't be statically inferred.
     ///
     /// Invariant: panics if the step is not a `run:` step.
-    pub(crate) fn shell(&self) -> Option<(&str, SymbolicLocation<'doc>)> {
+    pub(crate) fn shell(&self) -> Option<&str> {
         let StepBody::Run {
             run: _,
             working_directory: _,
@@ -736,12 +736,7 @@ impl<'doc> Step<'doc> {
         // If any of these is an expression, we can't infer the shell
         // statically, so we terminate early with `None`.
         let shell = match shell {
-            Some(LoE::Literal(shell)) => Some((
-                shell.as_str(),
-                self.location()
-                    .with_keys(["shell".into()])
-                    .annotated("shell defined here"),
-            )),
+            Some(LoE::Literal(shell)) => Some(shell.as_str()),
             Some(LoE::Expr(_)) => return None,
             None => match self
                 .job()
@@ -749,13 +744,7 @@ impl<'doc> Step<'doc> {
                 .as_ref()
                 .and_then(|d| d.run.as_ref().and_then(|r| r.shell.as_ref()))
             {
-                Some(LoE::Literal(shell)) => Some((
-                    shell.as_str(),
-                    self.job()
-                        .location()
-                        .with_keys(["defaults".into(), "run".into(), "shell".into()])
-                        .annotated("job default shell defined here"),
-                )),
+                Some(LoE::Literal(shell)) => Some(shell.as_str()),
                 Some(LoE::Expr(_)) => return None,
                 None => match self
                     .workflow()
@@ -763,30 +752,14 @@ impl<'doc> Step<'doc> {
                     .as_ref()
                     .and_then(|d| d.run.as_ref().and_then(|r| r.shell.as_ref()))
                 {
-                    Some(LoE::Literal(shell)) => Some((
-                        shell.as_str(),
-                        self.workflow()
-                            .location()
-                            .with_keys(["defaults".into(), "run".into(), "shell".into()])
-                            .annotated("workflow default shell defined here"),
-                    )),
+                    Some(LoE::Literal(shell)) => Some(shell.as_str()),
                     Some(LoE::Expr(_)) => return None,
                     None => None,
                 },
             },
         };
 
-        shell.or_else(|| {
-            self.parent.runner_default_shell().map(|shell| {
-                (
-                    shell,
-                    self.job()
-                        .location()
-                        .with_keys(["runs-on".into()])
-                        .annotated("shell implied by runner"),
-                )
-            })
-        })
+        shell.or_else(|| self.parent.runner_default_shell())
     }
 }
 
diff --git a/crates/zizmor/src/output/plain.rs b/crates/zizmor/src/output/plain.rs
index e10749c6..d9227e0c 100644
--- a/crates/zizmor/src/output/plain.rs
+++ b/crates/zizmor/src/output/plain.rs
@@ -7,7 +7,7 @@ use anstream::{eprintln, print, println};
 use owo_colors::OwoColorize;
 
 use crate::{
-    RenderLinks, ShowAuditUrls,
+    ShowAuditUrls,
     finding::{
         Finding, Severity,
         location::{Location, LocationKind},
@@ -44,7 +44,6 @@ impl From<&Severity> for Level<'_> {
 pub(crate) fn finding_snippets<'doc>(
     registry: &'doc InputRegistry,
     finding: &'doc Finding<'doc>,
-    render_links_mode: &RenderLinks,
 ) -> Vec<Snippet<'doc, Annotation<'doc>>> {
     // Our finding might span multiple workflows, so we need to group locations
     // by their enclosing workflow to generate each snippet correctly.
@@ -69,20 +68,15 @@ pub(crate) fn finding_snippets<'doc>(
     for (input_key, locations) in locations_by_workflow {
         let input = registry.get_input(input_key);
 
-        let path = match render_links_mode {
-            RenderLinks::Always => input.link().unwrap_or(input_key.presentation_path()),
-            RenderLinks::Never => input_key.presentation_path(),
-        };
-
         snippets.push(
             Snippet::source(input.as_document().source())
                 .fold(true)
                 .line_start(1)
-                .path(path)
+                .path(input.link().unwrap_or(input_key.presentation_path()))
                 .annotations(locations.iter().map(|loc| {
-                    let annotation = match (loc.symbolic.link.as_deref(), render_links_mode) {
-                        (Some(link), RenderLinks::Always) => link,
-                        _ => &loc.symbolic.annotation,
+                    let annotation = match loc.symbolic.link {
+                        Some(ref link) => link,
+                        None => &loc.symbolic.annotation,
                     };
 
                     AnnotationKind::from(loc.symbolic.kind)
@@ -102,11 +96,10 @@ pub(crate) fn render_findings(
     registry: &InputRegistry,
     findings: &FindingRegistry,
     show_urls_mode: &ShowAuditUrls,
-    render_links_mode: &RenderLinks,
     naches_mode: bool,
 ) {
     for finding in findings.findings() {
-        render_finding(registry, finding, show_urls_mode, render_links_mode);
+        render_finding(registry, finding, show_urls_mode);
         println!();
     }
 
@@ -199,19 +192,11 @@ pub(crate) fn render_findings(
     }
 }
 
-fn render_finding(
-    registry: &InputRegistry,
-    finding: &Finding,
-    show_urls_mode: &ShowAuditUrls,
-    render_links_mode: &RenderLinks,
-) {
-    let mut title = Level::from(&finding.determinations.severity)
+fn render_finding(registry: &InputRegistry, finding: &Finding, show_urls_mode: &ShowAuditUrls) {
+    let title = Level::from(&finding.determinations.severity)
         .primary_title(finding.desc)
-        .id(finding.ident);
-
-    if matches!(render_links_mode, RenderLinks::Always) {
-        title = title.id_url(finding.url);
-    }
+        .id(finding.ident)
+        .id_url(finding.url);
 
     let confidence = format!(
         "audit confidence → {:?}",
@@ -219,7 +204,7 @@ fn render_finding(
     );
 
     let mut group = Group::with_title(title)
-        .elements(finding_snippets(registry, finding, render_links_mode))
+        .elements(finding_snippets(registry, finding))
         .element(Level::NOTE.message(confidence));
 
     if let Some(tip) = &finding.tip {
diff --git a/crates/zizmor/src/utils.rs b/crates/zizmor/src/utils.rs
index fec05a3f..9992cee4 100644
--- a/crates/zizmor/src/utils.rs
+++ b/crates/zizmor/src/utils.rs
@@ -4,8 +4,12 @@ use anyhow::{Error, anyhow};
 use camino::Utf8Path;
 use github_actions_expressions::context::{Context, ContextPattern};
 use github_actions_models::common::{Env, expr::LoE};
-use jsonschema::ErrorEntry;
-use jsonschema::{Validator, validator_for};
+use jsonschema::{
+    BasicOutput::{Invalid, Valid},
+    Validator,
+    output::{ErrorDescription, OutputUnit},
+    validator_for,
+};
 use std::ops::{Deref, Range};
 use std::{fmt::Write, sync::LazyLock};
 
@@ -303,11 +307,11 @@ pub(crate) static DEFAULT_ENVIRONMENT_VARIABLES: &[(
     ),
 ];
 
-fn parse_validation_errors(errors: Vec<ErrorEntry<'_>>) -> Error {
+fn parse_validation_errors(errors: Vec<OutputUnit<ErrorDescription>>) -> Error {
     let mut message = String::new();
 
     for error in errors {
-        let description = error.error.to_string();
+        let description = error.error_description().to_string();
         // HACK: error descriptions are sometimes a long rats' nest
         // of JSON objects. We should render this in a palatable way
         // but doing so is nontrivial, so we just skip them for now.
@@ -315,7 +319,7 @@ fn parse_validation_errors(errors: Vec<ErrorEntry<'_>>) -> Error {
         // the error for an unmatched "oneOf", so these errors are
         // typically less useful anyways.
         if !description.starts_with("{") {
-            let location = error.instance_location.as_str();
+            let location = error.instance_location().as_str();
             if location.is_empty() {
                 writeln!(message, "{description}").expect("I/O on a String failed");
             } else {
@@ -375,19 +379,18 @@ where
                 // 2. The input is semantically invalid, and the user
                 //    needs to fix it.
                 // We the JSON schema `validator` to separate these.
-                Ok(raw_value) => {
-                    let evaluation = validator.evaluate(
+                Ok(raw_value) => match validator
+                    .apply(
                         &serde_json::to_value(&raw_value)
                             .map_err(|e| CollectionError::Syntax(e.into()))?,
-                    );
-
-                    if evaluation.flag().valid {
-                        Err(e.into())
-                    } else {
-                        let errors = evaluation.iter_errors().collect::<Vec<_>>();
+                    )
+                    .basic()
+                {
+                    Valid(_) => Err(e.into()),
+                    Invalid(errors) => {
                         Err(CollectionError::Schema(parse_validation_errors(errors)))
                     }
-                }
+                },
                 // Syntax error.
                 Err(e) => Err(CollectionError::Syntax(e.into())),
             }
diff --git a/crates/zizmor/tests/integration/acceptance.rs b/crates/zizmor/tests/integration/acceptance.rs
index 9f767072..c3e90f1c 100644
--- a/crates/zizmor/tests/integration/acceptance.rs
+++ b/crates/zizmor/tests/integration/acceptance.rs
@@ -196,11 +196,15 @@ fn audit_unpinned_uses() -> anyhow::Result<()> {
 
     assert_value_match(&findings, "$[0].determinations.confidence", "High");
     assert_value_match(&findings, "$[0].determinations.severity", "Medium");
-    assert_value_match(&findings, "$[0].locations[0].concrete.feature", "ubuntu");
+    assert_value_match(
+        &findings,
+        "$[0].locations[0].concrete.feature",
+        "uses: docker://ubuntu",
+    );
     assert_value_match(
         &findings,
         "$[1].locations[0].concrete.feature",
-        "ghcr.io/pypa/gh-action-pypi-publish",
+        "uses: docker://ghcr.io/pypa/gh-action-pypi-publish",
     );
 
     Ok(())
diff --git a/crates/zizmor/tests/integration/audit/anonymous_definition.rs b/crates/zizmor/tests/integration/audit/anonymous_definition.rs
index 363e01ac..cd2f3209 100644
--- a/crates/zizmor/tests/integration/audit/anonymous_definition.rs
+++ b/crates/zizmor/tests/integration/audit/anonymous_definition.rs
@@ -7,7 +7,7 @@ fn test_regular_persona() -> anyhow::Result<()> {
         zizmor()
             .input(input_under_test("anonymous-definition.yml"))
             .run()?,
-        @"No findings to report. Good job! (2 suppressed)"
+        @r"No findings to report. Good job! (2 suppressed)"
     );
 
     Ok(())
@@ -34,16 +34,17 @@ fn test_pedantic_persona() -> anyhow::Result<()> {
        | |__________________________________________^ this workflow
        |
        = note: audit confidence → High
-       = tip: use 'name: ...' to give this workflow a name
 
     info[anonymous-definition]: workflow or action definition without a name
       --> @@INPUT@@:21:3
        |
-    21 |   will-trigger:
-       |   ^^^^^^^^^^^^ this job
+    21 | /   will-trigger:
+    22 | |     runs-on: ubuntu-latest
+    23 | |     steps:
+    24 | |       - run: "echo this job will trigger"
+       | |__________________________________________^ this job
        |
        = note: audit confidence → High
-       = tip: use 'name: ...' to give this job a name
 
     2 findings: 1 informational, 1 low, 0 medium, 0 high
     "#
diff --git a/crates/zizmor/tests/integration/audit/archived_uses.rs b/crates/zizmor/tests/integration/audit/archived_uses.rs
index d455276a..1fd2809f 100644
--- a/crates/zizmor/tests/integration/audit/archived_uses.rs
+++ b/crates/zizmor/tests/integration/audit/archived_uses.rs
@@ -26,12 +26,12 @@ fn test_regular_persona() -> anyhow::Result<()> {
        = note: audit confidence → High
 
     warning[archived-uses]: action or reusable workflow from archived repository
-      --> @@INPUT@@:24:11
+      --> @@INPUT@@:24:5
        |
     23 |     name: archived-uses-reusable
        |     ---------------------------- this job
     24 |     uses: actions/setup-ruby/.github/workflows/notreal.yml@e932e7af67fc4a8fc77bd86b744acd4e42fe3543 # v1.1.3
-       |           ^^^^^^^^^^^^^^^^^^ repository is archived
+       |     ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ repository is archived
        |
        = note: audit confidence → High
 
@@ -50,12 +50,12 @@ fn test_composite_action() -> anyhow::Result<()> {
             .run()?,
         @r"
     warning[archived-uses]: action or reusable workflow from archived repository
-     --> @@INPUT@@action.yml:9:13
+     --> @@INPUT@@action.yml:9:7
       |
     8 |     - name: setup ruby
       |       ---------------- this step
     9 |       uses: actions/setup-ruby@e932e7af67fc4a8fc77bd86b744acd4e42fe3543 # v1.1.3
-      |             ^^^^^^^^^^^^^^^^^^ repository is archived
+      |       ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ repository is archived
       |
       = note: audit confidence → High
 
diff --git a/crates/zizmor/tests/integration/audit/concurrency_limits.rs b/crates/zizmor/tests/integration/audit/concurrency_limits.rs
index 29ff0add..c4a5a6f9 100644
--- a/crates/zizmor/tests/integration/audit/concurrency_limits.rs
+++ b/crates/zizmor/tests/integration/audit/concurrency_limits.rs
@@ -80,28 +80,28 @@ fn test_jobs_missing_no_cancel() -> anyhow::Result<()> {
             .args(["--persona=pedantic"])
             .run()?,
         @r"
-    help[concurrency-limits]: insufficient job-level concurrency limits
-     --> @@INPUT@@:9:5
-      |
-    9 |     concurrency: group
-      |     ^^^^^^^^^^^^^^^^^^ job concurrency is missing cancel-in-progress
-      |
-      = note: audit confidence → High
+  help[concurrency-limits]: insufficient job-level concurrency limits
+   --> @@INPUT@@:9:5
+    |
+  9 |     concurrency: group
+    |     ^^^^^^^^^^^^^^^^^^ job concurrency is missing cancel-in-progress
+    |
+    = note: audit confidence → High
 
-    help[concurrency-limits]: insufficient job-level concurrency limits
-      --> @@INPUT@@:1:1
-       |
-     1 | / name: Workflow with job 1 missing cancel-in-progress and job 2 missing concurrency
-     2 | | on: push
-     3 | | permissions: {}
-    ...  |
-    17 | |     - name: 2-ok
-    18 | |       run: echo ok
-       | |___________________^ missing concurrency setting
-       |
-       = note: audit confidence → High
+  help[concurrency-limits]: insufficient job-level concurrency limits
+    --> @@INPUT@@:1:1
+     |
+   1 | / name: Workflow with job 1 missing cancel-in-progress and job 2 missing concurrency
+   2 | | on: push
+   3 | | permissions: {}
+  ...  |
+  17 | |     - name: 2-ok
+  18 | |       run: echo ok
+     | |___________________^ missing concurrency setting
+     |
+     = note: audit confidence → High
 
-    2 findings: 0 informational, 2 low, 0 medium, 0 high
+  2 findings: 0 informational, 2 low, 0 medium, 0 high
     "
     );
 
diff --git a/crates/zizmor/tests/integration/audit/dependabot_cooldown.rs b/crates/zizmor/tests/integration/audit/dependabot_cooldown.rs
index 64880b9c..e4bf9900 100644
--- a/crates/zizmor/tests/integration/audit/dependabot_cooldown.rs
+++ b/crates/zizmor/tests/integration/audit/dependabot_cooldown.rs
@@ -165,7 +165,7 @@ fn test_config_short_cooldown_permitted() -> anyhow::Result<()> {
             .input(input_under_test("dependabot-cooldown/default-days-too-short/dependabot.yml"))
             .config(input_under_test("dependabot-cooldown/configs/cooldown-one-day.yml"))
             .run()?,
-        @"No findings to report. Good job!"
+        @r"No findings to report. Good job!"
     );
 
     Ok(())
diff --git a/crates/zizmor/tests/integration/audit/forbidden_uses.rs b/crates/zizmor/tests/integration/audit/forbidden_uses.rs
index 134547a1..c4cf970d 100644
--- a/crates/zizmor/tests/integration/audit/forbidden_uses.rs
+++ b/crates/zizmor/tests/integration/audit/forbidden_uses.rs
@@ -27,26 +27,26 @@ fn test_deny_all() -> Result<()> {
             .run()?,
         @r"
     error[forbidden-uses]: forbidden action used
-      --> @@INPUT@@:13:15
+      --> @@INPUT@@:13:9
        |
     13 |       - uses: actions/setup-python@v4
-       |               ^^^^^^^^^^^^^^^^^^^^^^^ use of this action is forbidden
+       |         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ use of this action is forbidden
        |
        = note: audit confidence → High
 
     error[forbidden-uses]: forbidden action used
-      --> @@INPUT@@:14:15
+      --> @@INPUT@@:14:9
        |
     14 |       - uses: pypa/gh-action-pypi-publish@release/v1
-       |               ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ use of this action is forbidden
+       |         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ use of this action is forbidden
        |
        = note: audit confidence → High
 
     error[forbidden-uses]: forbidden action used
-      --> @@INPUT@@:15:15
+      --> @@INPUT@@:15:9
        |
     15 |       - uses: actions/checkout@v4
-       |               ^^^^^^^^^^^^^^^^^^^ use of this action is forbidden
+       |         ^^^^^^^^^^^^^^^^^^^^^^^^^ use of this action is forbidden
        |
        = note: audit confidence → High
 
@@ -68,10 +68,10 @@ fn test_allow_some() -> Result<()> {
             .run()?,
         @r"
     error[forbidden-uses]: forbidden action used
-      --> @@INPUT@@:13:15
+      --> @@INPUT@@:13:9
        |
     13 |       - uses: actions/setup-python@v4
-       |               ^^^^^^^^^^^^^^^^^^^^^^^ use of this action is forbidden
+       |         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ use of this action is forbidden
        |
        = note: audit confidence → High
 
@@ -93,18 +93,18 @@ fn test_deny_some() -> Result<()> {
             .run()?,
         @r"
     error[forbidden-uses]: forbidden action used
-      --> @@INPUT@@:14:15
+      --> @@INPUT@@:14:9
        |
     14 |       - uses: pypa/gh-action-pypi-publish@release/v1
-       |               ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ use of this action is forbidden
+       |         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ use of this action is forbidden
        |
        = note: audit confidence → High
 
     error[forbidden-uses]: forbidden action used
-      --> @@INPUT@@:15:15
+      --> @@INPUT@@:15:9
        |
     15 |       - uses: actions/checkout@v4
-       |               ^^^^^^^^^^^^^^^^^^^ use of this action is forbidden
+       |         ^^^^^^^^^^^^^^^^^^^^^^^^^ use of this action is forbidden
        |
        = note: audit confidence → High
 
@@ -126,18 +126,18 @@ fn test_deny_some_refs() -> Result<()> {
             .run()?,
         @r"
     error[forbidden-uses]: forbidden action used
-      --> @@INPUT@@:13:15
+      --> @@INPUT@@:13:9
        |
     13 |       - uses: actions/setup-python@v4
-       |               ^^^^^^^^^^^^^^^^^^^^^^^ use of this action is forbidden
+       |         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ use of this action is forbidden
        |
        = note: audit confidence → High
 
     error[forbidden-uses]: forbidden action used
-      --> @@INPUT@@:14:15
+      --> @@INPUT@@:14:9
        |
     14 |       - uses: pypa/gh-action-pypi-publish@release/v1
-       |               ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ use of this action is forbidden
+       |         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ use of this action is forbidden
        |
        = note: audit confidence → High
 
@@ -159,10 +159,10 @@ fn test_allow_some_refs() -> Result<()> {
             .run()?,
         @r"
     error[forbidden-uses]: forbidden action used
-      --> @@INPUT@@:15:15
+      --> @@INPUT@@:15:9
        |
     15 |       - uses: actions/checkout@v4
-       |               ^^^^^^^^^^^^^^^^^^^ use of this action is forbidden
+       |         ^^^^^^^^^^^^^^^^^^^^^^^^^ use of this action is forbidden
        |
        = note: audit confidence → High
 
diff --git a/crates/zizmor/tests/integration/audit/impostor_commit.rs b/crates/zizmor/tests/integration/audit/impostor_commit.rs
deleted file mode 100644
index 2c982f8b..00000000
--- a/crates/zizmor/tests/integration/audit/impostor_commit.rs
+++ /dev/null
@@ -1,31 +0,0 @@
-use crate::common::{input_under_test, zizmor};
-
-#[cfg_attr(not(feature = "gh-token-tests"), ignore)]
-#[test]
-fn test_regular_persona() -> anyhow::Result<()> {
-    insta::assert_snapshot!(
-        zizmor()
-            .input(input_under_test("impostor-commit.yml"))
-            .offline(false)
-            .run()?,
-        @r"
-    error[impostor-commit]: commit with no history in referenced repository
-      --> @@INPUT@@:29:15
-       |
-    29 |         - uses: actions/checkout@c7d749a2d57b4b375d1ebcd17cfbfb60c676f18e
-       |           -     ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ uses a commit that doesn't belong to the specified org/repo
-       |  _________|
-       | |
-    30 | |         with:
-    31 | |           persist-credentials: false
-       | |____________________________________- this step
-       |
-       = note: audit confidence → High
-       = note: this finding has an auto-fix
-
-    4 findings (3 suppressed, 1 fixable): 0 informational, 0 low, 0 medium, 1 high
-    "
-    );
-
-    Ok(())
-}
diff --git a/crates/zizmor/tests/integration/audit/mod.rs b/crates/zizmor/tests/integration/audit/mod.rs
index e62157b4..8f8adad4 100644
--- a/crates/zizmor/tests/integration/audit/mod.rs
+++ b/crates/zizmor/tests/integration/audit/mod.rs
@@ -13,7 +13,7 @@ mod excessive_permissions;
 mod forbidden_uses;
 mod github_env;
 // mod hardcoded_container_credentials; // TODO
-mod impostor_commit;
+// mod impostor_commit; // TODO
 mod insecure_commands;
 // mod known_vulnerable_actions; // TODO
 mod obfuscation;
diff --git a/crates/zizmor/tests/integration/audit/obfuscation.rs b/crates/zizmor/tests/integration/audit/obfuscation.rs
index e7149117..4d8c7bfd 100644
--- a/crates/zizmor/tests/integration/audit/obfuscation.rs
+++ b/crates/zizmor/tests/integration/audit/obfuscation.rs
@@ -237,56 +237,3 @@ fn test_issue_1177_repro_pedantic() -> Result<()> {
 
     Ok(())
 }
-
-/// Reproduces issue #1414: the obfuscation audit should not crash if the
-/// user has `shell: cmd` defined as a job or workflow default rather than
-/// at the step level.
-///
-/// See: https://github.com/zizmorcore/zizmor/issues/1414
-#[test]
-fn test_issue_1414_repro() -> Result<()> {
-    insta::assert_snapshot!(
-        zizmor()
-            .input(input_under_test("obfuscation/issue-1414-repro.yml"))
-            .run()?,
-        @r"
-    help[obfuscation]: obfuscated usage of GitHub Actions features
-      --> @@INPUT@@:13:9
-       |
-    13 |         shell: cmd
-       |         ^^^^^^^^^^ job default shell defined here
-    14 |     steps:
-    15 |       - name: say hi
-       |         ------------ Windows CMD shell limits analysis
-       |
-       = note: audit confidence → High
-       = tip: use 'shell: pwsh' or 'shell: bash' for improved analysis
-
-    3 findings (2 suppressed): 0 informational, 1 low, 0 medium, 0 high
-    "
-    );
-
-    // Like #1414, but with `shell: cmd` defined at the workflow level.
-    insta::assert_snapshot!(
-        zizmor()
-            .input(input_under_test("obfuscation/workflow-cmd-default-shell.yml"))
-            .run()?,
-        @r"
-    help[obfuscation]: obfuscated usage of GitHub Actions features
-      --> @@INPUT@@:10:5
-       |
-    10 |     shell: cmd
-       |     ^^^^^^^^^^ workflow default shell defined here
-    ...
-    16 |       - name: say hi
-       |         ------------ Windows CMD shell limits analysis
-       |
-       = note: audit confidence → High
-       = tip: use 'shell: pwsh' or 'shell: bash' for improved analysis
-
-    3 findings (2 suppressed): 0 informational, 1 low, 0 medium, 0 high
-    "
-    );
-
-    Ok(())
-}
diff --git a/crates/zizmor/tests/integration/audit/ref_confusion.rs b/crates/zizmor/tests/integration/audit/ref_confusion.rs
index 3d8a4eff..f3db36bb 100644
--- a/crates/zizmor/tests/integration/audit/ref_confusion.rs
+++ b/crates/zizmor/tests/integration/audit/ref_confusion.rs
@@ -33,7 +33,7 @@ fn test_issue_518_repro() -> Result<()> {
             .input(input_under_test("ref-confusion/issue-518-repro.yml"))
             .offline(false)
             .run()?,
-        @"No findings to report. Good job! (1 ignored, 1 suppressed)"
+        @r"No findings to report. Good job! (1 ignored, 1 suppressed)"
     );
 
     Ok(())
diff --git a/crates/zizmor/tests/integration/audit/ref_version_mismatch.rs b/crates/zizmor/tests/integration/audit/ref_version_mismatch.rs
index 3a80078d..e5c59e57 100644
--- a/crates/zizmor/tests/integration/audit/ref_version_mismatch.rs
+++ b/crates/zizmor/tests/integration/audit/ref_version_mismatch.rs
@@ -42,7 +42,7 @@ fn test_nested_annotated_tags() -> Result<()> {
                 "ref-version-mismatch/nested-annotated-tags.yml"
             ))
             .run()?,
-        @"No findings to report. Good job! (1 suppressed)"
+        @r"No findings to report. Good job! (1 suppressed)"
     );
 
     Ok(())
diff --git a/crates/zizmor/tests/integration/audit/secrets_inherit.rs b/crates/zizmor/tests/integration/audit/secrets_inherit.rs
index 00e38652..aa7565fb 100644
--- a/crates/zizmor/tests/integration/audit/secrets_inherit.rs
+++ b/crates/zizmor/tests/integration/audit/secrets_inherit.rs
@@ -8,10 +8,10 @@ fn secrets_inherit() -> anyhow::Result<()> {
             .run()?,
         @r"
     warning[secrets-inherit]: secrets unconditionally inherited by called workflow
-      --> @@INPUT@@:10:11
+      --> @@INPUT@@:10:5
        |
     10 |     uses: octo-org/example-repo/.github/workflows/called-workflow.yml@main
-       |           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ this reusable workflow
+       |     ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ this reusable workflow
     11 |     # NOT OK: unconditionally inherits
     12 |     secrets: inherit
        |     ---------------- inherits all parent secrets
diff --git a/crates/zizmor/tests/integration/audit/self_hosted_runner.rs b/crates/zizmor/tests/integration/audit/self_hosted_runner.rs
index 68869ab9..a18a7189 100644
--- a/crates/zizmor/tests/integration/audit/self_hosted_runner.rs
+++ b/crates/zizmor/tests/integration/audit/self_hosted_runner.rs
@@ -30,7 +30,7 @@ fn test_self_hosted_default() -> Result<()> {
         zizmor()
             .input(input_under_test("self-hosted.yml"))
             .run()?,
-        @"No findings to report. Good job! (1 suppressed)"
+        @r"No findings to report. Good job! (1 suppressed)"
     );
 
     Ok(())
diff --git a/crates/zizmor/tests/integration/audit/stale_action_refs.rs b/crates/zizmor/tests/integration/audit/stale_action_refs.rs
index d09838eb..a874900b 100644
--- a/crates/zizmor/tests/integration/audit/stale_action_refs.rs
+++ b/crates/zizmor/tests/integration/audit/stale_action_refs.rs
@@ -11,10 +11,10 @@ fn test_pedantic_persona() -> anyhow::Result<()> {
             .run()?,
         @r"
     help[stale-action-refs]: commit hash does not point to a Git tag
-      --> @@INPUT@@:34:13
+      --> @@INPUT@@:34:7
        |
     34 |     - uses: actions/checkout@009b9ae9e446ad8d9b8c809870b0fbcc5e03573e
-       |             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ this step
+       |       ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ this step
        |
        = note: audit confidence → High
 
diff --git a/crates/zizmor/tests/integration/audit/template_injection.rs b/crates/zizmor/tests/integration/audit/template_injection.rs
index 504f2c48..15e082fb 100644
--- a/crates/zizmor/tests/integration/audit/template_injection.rs
+++ b/crates/zizmor/tests/integration/audit/template_injection.rs
@@ -183,7 +183,7 @@ fn test_issue_418_repro() -> Result<()> {
         zizmor()
             .input(input_under_test("template-injection/issue-418-repro.yml"))
             .run()?,
-        @"No findings to report. Good job! (3 suppressed)"
+        @r"No findings to report. Good job! (3 suppressed)"
     );
 
     Ok(())
@@ -247,10 +247,10 @@ fn test_pr_425_backstop_action() -> Result<()> {
        = note: audit confidence → High
 
     error[unpinned-uses]: unpinned action reference
-      --> @@INPUT@@:29:13
+      --> @@INPUT@@:29:7
        |
     29 |       uses: azure/powershell@whatever
-       |             ^^^^^^^^^^^^^^^^^^^^^^^^^ action is not pinned to a hash (required by blanket policy)
+       |       ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ action is not pinned to a hash (required by blanket policy)
        |
        = note: audit confidence → High
 
diff --git a/crates/zizmor/tests/integration/audit/undocumented_permissions.rs b/crates/zizmor/tests/integration/audit/undocumented_permissions.rs
index 04b93cf4..e13003de 100644
--- a/crates/zizmor/tests/integration/audit/undocumented_permissions.rs
+++ b/crates/zizmor/tests/integration/audit/undocumented_permissions.rs
@@ -64,7 +64,7 @@ fn test_undocumented_permissions_default() -> Result<()> {
         zizmor()
             .input(input_under_test("undocumented-permissions.yml"))
             .run()?,
-        @"No findings to report. Good job! (5 suppressed)"
+        @r"No findings to report. Good job! (5 suppressed)"
     );
 
     Ok(())
@@ -78,7 +78,7 @@ fn test_documented_permissions_pedantic() -> Result<()> {
             .input(input_under_test("undocumented-permissions/documented.yml"))
             .args(["--persona=pedantic"])
             .run()?,
-        @"No findings to report. Good job! (1 ignored)"
+        @r"No findings to report. Good job! (1 ignored)"
     );
 
     Ok(())
@@ -94,7 +94,7 @@ fn test_contents_read_only_pedantic() -> Result<()> {
             ))
             .args(["--persona=pedantic"])
             .run()?,
-        @"No findings to report. Good job!"
+        @r"No findings to report. Good job!"
     );
 
     Ok(())
@@ -110,7 +110,7 @@ fn test_empty_permissions_pedantic() -> Result<()> {
             ))
             .args(["--persona=pedantic"])
             .run()?,
-        @"No findings to report. Good job!"
+        @r"No findings to report. Good job!"
     );
 
     Ok(())
diff --git a/crates/zizmor/tests/integration/audit/unpinned_uses.rs b/crates/zizmor/tests/integration/audit/unpinned_uses.rs
index 830a741f..4534e122 100644
--- a/crates/zizmor/tests/integration/audit/unpinned_uses.rs
+++ b/crates/zizmor/tests/integration/audit/unpinned_uses.rs
@@ -10,18 +10,18 @@ fn test_unpinned_uses_pedantic() -> Result<()> {
             .run()?,
         @r"
     warning[unpinned-uses]: unpinned action reference
-      --> @@INPUT@@:21:24
+      --> @@INPUT@@:21:9
        |
     21 |       - uses: docker://ubuntu
-       |                        ^^^^^^ image is not pinned to a tag, branch, or hash ref
+       |         ^^^^^^^^^^^^^^^^^^^^^ action is not pinned to a tag, branch, or hash ref
        |
        = note: audit confidence → High
 
     warning[unpinned-uses]: unpinned action reference
-      --> @@INPUT@@:27:24
+      --> @@INPUT@@:27:9
        |
     27 |       - uses: docker://ghcr.io/pypa/gh-action-pypi-publish
-       |                        ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ image is not pinned to a tag, branch, or hash ref
+       |         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ action is not pinned to a tag, branch, or hash ref
        |
        = note: audit confidence → High
 
@@ -40,18 +40,18 @@ fn test_unpinned_uses_default() -> Result<()> {
             .run()?,
         @r"
     warning[unpinned-uses]: unpinned action reference
-      --> @@INPUT@@:21:24
+      --> @@INPUT@@:21:9
        |
     21 |       - uses: docker://ubuntu
-       |                        ^^^^^^ image is not pinned to a tag, branch, or hash ref
+       |         ^^^^^^^^^^^^^^^^^^^^^ action is not pinned to a tag, branch, or hash ref
        |
        = note: audit confidence → High
 
     warning[unpinned-uses]: unpinned action reference
-      --> @@INPUT@@:27:24
+      --> @@INPUT@@:27:9
        |
     27 |       - uses: docker://ghcr.io/pypa/gh-action-pypi-publish
-       |                        ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ image is not pinned to a tag, branch, or hash ref
+       |         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ action is not pinned to a tag, branch, or hash ref
        |
        = note: audit confidence → High
 
@@ -71,18 +71,18 @@ fn test_action_pedantic() -> Result<()> {
             .run()?,
         @r"
     error[unpinned-uses]: unpinned action reference
-      --> @@INPUT@@:12:13
+      --> @@INPUT@@:12:7
        |
     12 |       uses: asdf-vm/actions/setup@v3
-       |             ^^^^^^^^^^^^^^^^^^^^^^^^ action is not pinned to a hash (required by blanket policy)
+       |       ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ action is not pinned to a hash (required by blanket policy)
        |
        = note: audit confidence → High
 
     error[unpinned-uses]: unpinned action reference
-      --> @@INPUT@@:15:13
+      --> @@INPUT@@:15:7
        |
     15 |       uses: asdf-vm/actions/setup@main
-       |             ^^^^^^^^^^^^^^^^^^^^^^^^^^ action is not pinned to a hash (required by blanket policy)
+       |       ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ action is not pinned to a hash (required by blanket policy)
        |
        = note: audit confidence → High
 
@@ -114,7 +114,7 @@ fn test_issue_659_repro() -> Result<()> {
             .input(input_under_test("unpinned-uses/issue-659-repro.yml"))
             .args(["--pedantic"])
             .run()?,
-        @"No findings to report. Good job!"
+        @r"No findings to report. Good job!"
     );
 
     Ok(())
@@ -129,10 +129,10 @@ fn test_default_config() -> Result<()> {
             .run()?,
         @r"
     error[unpinned-uses]: unpinned action reference
-      --> @@INPUT@@:22:15
+      --> @@INPUT@@:22:9
        |
     22 |       - uses: pypa/gh-action-pypi-publish@release/v1
-       |               ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ action is not pinned to a hash (required by blanket policy)
+       |         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ action is not pinned to a hash (required by blanket policy)
        |
        = note: audit confidence → High
 
@@ -155,42 +155,42 @@ fn test_hash_pin_everything_config() -> Result<()> {
             .run()?,
         @r"
     error[unpinned-uses]: unpinned action reference
-      --> @@INPUT@@:12:15
+      --> @@INPUT@@:12:9
        |
     12 |       - uses: actions/setup-python@v4
-       |               ^^^^^^^^^^^^^^^^^^^^^^^ action is not pinned to a hash (required by blanket policy)
+       |         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ action is not pinned to a hash (required by blanket policy)
        |
        = note: audit confidence → High
 
     error[unpinned-uses]: unpinned action reference
-      --> @@INPUT@@:14:15
+      --> @@INPUT@@:14:9
        |
     14 |       - uses: actions/checkout@v3
-       |               ^^^^^^^^^^^^^^^^^^^ action is not pinned to a hash (required by blanket policy)
+       |         ^^^^^^^^^^^^^^^^^^^^^^^^^ action is not pinned to a hash (required by blanket policy)
        |
        = note: audit confidence → High
 
     error[unpinned-uses]: unpinned action reference
-      --> @@INPUT@@:22:15
+      --> @@INPUT@@:22:9
        |
     22 |       - uses: pypa/gh-action-pypi-publish@release/v1
-       |               ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ action is not pinned to a hash (required by blanket policy)
+       |         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ action is not pinned to a hash (required by blanket policy)
        |
        = note: audit confidence → High
 
     error[unpinned-uses]: unpinned action reference
-      --> @@INPUT@@:24:15
+      --> @@INPUT@@:24:9
        |
     24 |       - uses: github/codeql-action/init@v3
-       |               ^^^^^^^^^^^^^^^^^^^^^^^^^^^^ action is not pinned to a hash (required by blanket policy)
+       |         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ action is not pinned to a hash (required by blanket policy)
        |
        = note: audit confidence → High
 
     error[unpinned-uses]: unpinned action reference
-      --> @@INPUT@@:26:15
+      --> @@INPUT@@:26:9
        |
     26 |       - uses: github/codeql-action/upload-sarif@v3
-       |               ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ action is not pinned to a hash (required by blanket policy)
+       |         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ action is not pinned to a hash (required by blanket policy)
        |
        = note: audit confidence → High
 
@@ -226,26 +226,26 @@ fn test_composite_config() -> Result<()> {
             .run()?,
         @r"
     error[unpinned-uses]: unpinned action reference
-      --> @@INPUT@@:12:15
+      --> @@INPUT@@:12:9
        |
     12 |       - uses: actions/setup-python@v4
-       |               ^^^^^^^^^^^^^^^^^^^^^^^ action is not pinned to a hash (required by actions/setup-python policy)
+       |         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ action is not pinned to a hash (required by actions/setup-python policy)
        |
        = note: audit confidence → High
 
     error[unpinned-uses]: unpinned action reference
-      --> @@INPUT@@:24:15
+      --> @@INPUT@@:24:9
        |
     24 |       - uses: github/codeql-action/init@v3
-       |               ^^^^^^^^^^^^^^^^^^^^^^^^^^^^ action is not pinned to a hash (required by blanket policy)
+       |         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ action is not pinned to a hash (required by blanket policy)
        |
        = note: audit confidence → High
 
     error[unpinned-uses]: unpinned action reference
-      --> @@INPUT@@:26:15
+      --> @@INPUT@@:26:9
        |
     26 |       - uses: github/codeql-action/upload-sarif@v3
-       |               ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ action is not pinned to a hash (required by blanket policy)
+       |         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ action is not pinned to a hash (required by blanket policy)
        |
        = note: audit confidence → High
 
@@ -265,18 +265,18 @@ fn test_composite_config_2() -> Result<()> {
             .run()?,
         @r"
     error[unpinned-uses]: unpinned action reference
-      --> @@INPUT@@:24:15
+      --> @@INPUT@@:24:9
        |
     24 |       - uses: github/codeql-action/init@v3
-       |               ^^^^^^^^^^^^^^^^^^^^^^^^^^^^ action is not pinned to a hash (required by github/codeql-action/init policy)
+       |         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ action is not pinned to a hash (required by github/codeql-action/init policy)
        |
        = note: audit confidence → High
 
     error[unpinned-uses]: unpinned action reference
-      --> @@INPUT@@:26:15
+      --> @@INPUT@@:26:9
        |
     26 |       - uses: github/codeql-action/upload-sarif@v3
-       |               ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ action is not pinned to a hash (required by github/codeql-action/upload-sarif policy)
+       |         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ action is not pinned to a hash (required by github/codeql-action/upload-sarif policy)
        |
        = note: audit confidence → High
 
@@ -296,42 +296,42 @@ fn test_empty_config() -> Result<()> {
             .run()?,
         @r"
     error[unpinned-uses]: unpinned action reference
-      --> @@INPUT@@:12:15
+      --> @@INPUT@@:12:9
        |
     12 |       - uses: actions/setup-python@v4
-       |               ^^^^^^^^^^^^^^^^^^^^^^^ action is not pinned to a hash (required by blanket policy)
+       |         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ action is not pinned to a hash (required by blanket policy)
        |
        = note: audit confidence → High
 
     error[unpinned-uses]: unpinned action reference
-      --> @@INPUT@@:14:15
+      --> @@INPUT@@:14:9
        |
     14 |       - uses: actions/checkout@v3
-       |               ^^^^^^^^^^^^^^^^^^^ action is not pinned to a hash (required by blanket policy)
+       |         ^^^^^^^^^^^^^^^^^^^^^^^^^ action is not pinned to a hash (required by blanket policy)
        |
        = note: audit confidence → High
 
     error[unpinned-uses]: unpinned action reference
-      --> @@INPUT@@:22:15
+      --> @@INPUT@@:22:9
        |
     22 |       - uses: pypa/gh-action-pypi-publish@release/v1
-       |               ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ action is not pinned to a hash (required by blanket policy)
+       |         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ action is not pinned to a hash (required by blanket policy)
        |
        = note: audit confidence → High
 
     error[unpinned-uses]: unpinned action reference
-      --> @@INPUT@@:24:15
+      --> @@INPUT@@:24:9
        |
     24 |       - uses: github/codeql-action/init@v3
-       |               ^^^^^^^^^^^^^^^^^^^^^^^^^^^^ action is not pinned to a hash (required by blanket policy)
+       |         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ action is not pinned to a hash (required by blanket policy)
        |
        = note: audit confidence → High
 
     error[unpinned-uses]: unpinned action reference
-      --> @@INPUT@@:26:15
+      --> @@INPUT@@:26:9
        |
     26 |       - uses: github/codeql-action/upload-sarif@v3
-       |               ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ action is not pinned to a hash (required by blanket policy)
+       |         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ action is not pinned to a hash (required by blanket policy)
        |
        = note: audit confidence → High
 
diff --git a/crates/zizmor/tests/integration/audit/use_trusted_publishing.rs b/crates/zizmor/tests/integration/audit/use_trusted_publishing.rs
index a5daad60..7eaadc60 100644
--- a/crates/zizmor/tests/integration/audit/use_trusted_publishing.rs
+++ b/crates/zizmor/tests/integration/audit/use_trusted_publishing.rs
@@ -357,7 +357,7 @@ fn test_issue_1191_repro() -> Result<()> {
                 "use-trusted-publishing/issue-1191-repro.yml"
             ))
             .run()?,
-        @"No findings to report. Good job! (3 suppressed)"
+        @r"No findings to report. Good job! (3 suppressed)"
     );
 
     Ok(())
diff --git a/crates/zizmor/tests/integration/common.rs b/crates/zizmor/tests/integration/common.rs
index 52cfcb1b..6ae9f233 100644
--- a/crates/zizmor/tests/integration/common.rs
+++ b/crates/zizmor/tests/integration/common.rs
@@ -42,7 +42,6 @@ pub struct Zizmor {
     stdin: Option<String>,
     unbuffer: bool,
     offline: bool,
-    gh_token: bool,
     inputs: Vec<String>,
     config: Option<String>,
     no_config: bool,
@@ -54,19 +53,13 @@ pub struct Zizmor {
 impl Zizmor {
     /// Create a new zizmor runner.
     pub fn new() -> Self {
-        let mut cmd = Command::new(cargo::cargo_bin!());
-
-        // Our child `zizmor` process starts with a clean environment, to
-        // ensure we explicitly test interactions with things like `CI`
-        // and `GH_TOKEN`.
-        cmd.env_clear();
+        let cmd = Command::new(cargo::cargo_bin!());
 
         Self {
             cmd,
             stdin: None,
             unbuffer: false,
             offline: true,
-            gh_token: true,
             inputs: vec![],
             config: None,
             no_config: false,
@@ -91,6 +84,11 @@ impl Zizmor {
         self
     }
 
+    pub fn unsetenv(mut self, key: &str) -> Self {
+        self.cmd.env_remove(key);
+        self
+    }
+
     pub fn input(mut self, input: impl Into<String>) -> Self {
         self.inputs.push(input.into());
         self
@@ -116,11 +114,6 @@ impl Zizmor {
         self
     }
 
-    pub fn gh_token(mut self, flag: bool) -> Self {
-        self.gh_token = flag;
-        self
-    }
-
     pub fn output(mut self, output: OutputMode) -> Self {
         self.output = output;
         self
@@ -154,12 +147,7 @@ impl Zizmor {
         } else {
             // If we're running in online mode, we pre-assert the
             // presence of GH_TOKEN to make configuration failures more obvious.
-            let token =
-                std::env::var("GH_TOKEN").context("online tests require GH_TOKEN to be set")?;
-
-            if self.gh_token {
-                self.cmd.env("GH_TOKEN", token);
-            }
+            std::env::var("GH_TOKEN").context("online tests require GH_TOKEN to be set")?;
         }
 
         if self.no_config && self.config.is_some() {
diff --git a/crates/zizmor/tests/integration/config.rs b/crates/zizmor/tests/integration/config.rs
index 70b5a73d..5d428072 100644
--- a/crates/zizmor/tests/integration/config.rs
+++ b/crates/zizmor/tests/integration/config.rs
@@ -164,31 +164,6 @@ fn test_discovers_config_in_dotgithub() -> anyhow::Result<()> {
     Ok(())
 }
 
-/// Ensures we correctly discover a `zizmor.yaml` configuration file in a `.github`
-/// subdirectory of a given input directory, i.e.
-/// `config-in-dotgithub/.github/zizmor.yaml` in this case.
-///
-/// This tests that both `.yml` and `.yaml` extensions are supported.
-#[test]
-fn test_discovers_dotyaml_config_in_dotgithub() -> anyhow::Result<()> {
-    insta::assert_snapshot!(
-        zizmor()
-            .input(input_under_test("config-scenarios/dotyaml-config-in-dotgithub"))
-            .setenv("RUST_LOG", "zizmor::config=debug")
-            .output(OutputMode::Both)
-            .run()?,
-        @r"
-    🌈 zizmor v@@VERSION@@
-    DEBUG zizmor::config: discovering config for local input `@@INPUT@@`
-    DEBUG zizmor::config: attempting config discovery in `@@INPUT@@`
-    DEBUG zizmor::config: found config candidate at `@@INPUT@@/.github/zizmor.yaml`
-    No findings to report. Good job! (1 ignored, 2 suppressed)
-    ",
-    );
-
-    Ok(())
-}
-
 /// Ensures we correctly discover a configuration file in a `.github`
 /// subdirectory from an input filename, i.e. going from
 /// `config-in-dotgithub/.github/workflows/hackme.yml`
diff --git a/crates/zizmor/tests/integration/e2e.rs b/crates/zizmor/tests/integration/e2e.rs
index fc56c027..d3791efc 100644
--- a/crates/zizmor/tests/integration/e2e.rs
+++ b/crates/zizmor/tests/integration/e2e.rs
@@ -83,21 +83,13 @@ fn menagerie() -> Result<()> {
 
 #[test]
 fn color_control_basic() -> Result<()> {
-    // No terminal and not CI, so no color by default.
+    // No terminal, so no color by default.
     let no_color_default_output = zizmor()
         .output(OutputMode::Both)
         .input(input_under_test("e2e-menagerie"))
         .run()?;
     assert!(!no_color_default_output.contains("\x1b["));
 
-    // No terminal but CI, so color by default.
-    let color_default_ci_output = zizmor()
-        .setenv("CI", "true")
-        .output(OutputMode::Both)
-        .input(input_under_test("e2e-menagerie"))
-        .run()?;
-    assert!(color_default_ci_output.contains("\x1b["));
-
     // Force color via --color=always.
     let forced_color_via_arg_output = zizmor()
         .output(OutputMode::Both)
@@ -259,25 +251,6 @@ fn invalid_inputs() -> Result<()> {
         );
     }
 
-    insta::assert_snapshot!(
-        zizmor()
-            .expects_failure(true)
-            .input(input_under_test("invalid/empty/"))
-            .args(["--strict-collection"])
-            .run()?,
-        @r"
-    🌈 zizmor v@@VERSION@@
-    fatal: no audit was performed
-    error: no inputs collected
-      |
-      = help: collection yielded no auditable inputs
-      = help: inputs must contain at least one valid workflow, action, or Dependabot config
-
-    Caused by:
-        no inputs collected
-    "
-    );
-
     Ok(())
 }
 
@@ -318,13 +291,7 @@ fn test_issue_1394() -> Result<()> {
     🌈 zizmor v@@VERSION@@
      WARN collect_inputs: zizmor::registry::input: failed to parse input: jobs.demo.steps[0]: duplicate entry with key "env" at line 10 column 9
     fatal: no audit was performed
-    error: no inputs collected
-      |
-      = help: collection yielded no auditable inputs
-      = help: inputs must contain at least one valid workflow, action, or Dependabot config
-
-    Caused by:
-        no inputs collected
+    no inputs collected
     "#
     );
 
@@ -419,10 +386,10 @@ fn issue_1065() -> Result<()> {
        = note: audit confidence → Medium
 
     error[unpinned-uses]: unpinned action reference
-      --> @@INPUT@@:16:15
+      --> @@INPUT@@:16:9
        |
     16 |         uses: thollander/actions-comment-pull-request@v3
-       |               ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ action is not pinned to a hash (required by blanket policy)
+       |         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ action is not pinned to a hash (required by blanket policy)
        |
        = note: audit confidence → High
 
@@ -514,10 +481,10 @@ fn issue_1286() -> Result<()> {
         @r"
     🌈 zizmor v@@VERSION@@
     fatal: no audit was performed
-    'ref-confusion' audit failed on file://@@INPUT@@
+    ref-confusion failed on file://@@INPUT@@
 
     Caused by:
-        0: error in 'ref-confusion' audit
+        0: error in ref-confusion
         1: couldn't list branches for woodruffw-experiments/this-does-not-exist
         2: can't access woodruffw-experiments/this-does-not-exist: missing or you have no access
     ",
@@ -608,6 +575,7 @@ fn test_cant_retrieve_offline() -> Result<()> {
         zizmor()
             .expects_failure(true)
             .offline(true)
+            .unsetenv("GH_TOKEN")
             .args(["pypa/sampleproject"])
             .run()?,
         @r"
@@ -633,7 +601,7 @@ fn test_cant_retrieve_no_gh_token() -> Result<()> {
         zizmor()
             .expects_failure(true)
             .offline(false)
-            .gh_token(false)
+            .unsetenv("GH_TOKEN")
             .args(["pypa/sampleproject"])
             .run()?,
         @r"
diff --git a/crates/zizmor/tests/integration/e2e/snapshots/integration__e2e__json_v1__json_v1.snap b/crates/zizmor/tests/integration/e2e/snapshots/integration__e2e__json_v1__json_v1.snap
index 73c084f6..1d9aa349 100644
--- a/crates/zizmor/tests/integration/e2e/snapshots/integration__e2e__json_v1__json_v1.snap
+++ b/crates/zizmor/tests/integration/e2e/snapshots/integration__e2e__json_v1__json_v1.snap
@@ -1,5 +1,6 @@
 ---
 source: crates/zizmor/tests/integration/e2e/json_v1.rs
+assertion_line: 17
 expression: output
 ---
 [
@@ -248,7 +249,7 @@ expression: output
               "given_path": "@@INPUT@@"
             }
           },
-          "annotation": "image is not pinned to a tag, branch, or hash ref",
+          "annotation": "action is not pinned to a tag, branch, or hash ref",
           "route": {
             "route": [
               {
@@ -268,32 +269,25 @@ expression: output
               }
             ]
           },
-          "feature_kind": {
-            "Subfeature": {
-              "after": 0,
-              "fragment": {
-                "Raw": "ubuntu"
-              }
-            }
-          },
+          "feature_kind": "Normal",
           "kind": "Primary"
         },
         "concrete": {
           "location": {
             "start_point": {
               "row": 20,
-              "column": 23
+              "column": 8
             },
             "end_point": {
               "row": 20,
               "column": 29
             },
             "offset_span": {
-              "start": 421,
+              "start": 406,
               "end": 427
             }
           },
-          "feature": "docker://ubuntu",
+          "feature": "uses: docker://ubuntu",
           "comments": []
         }
       }
@@ -318,7 +312,7 @@ expression: output
               "given_path": "@@INPUT@@"
             }
           },
-          "annotation": "image is not pinned to a tag, branch, or hash ref",
+          "annotation": "action is not pinned to a tag, branch, or hash ref",
           "route": {
             "route": [
               {
@@ -338,32 +332,25 @@ expression: output
               }
             ]
           },
-          "feature_kind": {
-            "Subfeature": {
-              "after": 0,
-              "fragment": {
-                "Raw": "ghcr.io/pypa/gh-action-pypi-publish"
-              }
-            }
-          },
+          "feature_kind": "Normal",
           "kind": "Primary"
         },
         "concrete": {
           "location": {
             "start_point": {
               "row": 26,
-              "column": 23
+              "column": 8
             },
             "end_point": {
               "row": 26,
               "column": 58
             },
             "offset_span": {
-              "start": 546,
+              "start": 531,
               "end": 581
             }
           },
-          "feature": "docker://ghcr.io/pypa/gh-action-pypi-publish",
+          "feature": "uses: docker://ghcr.io/pypa/gh-action-pypi-publish",
           "comments": []
         }
       }
diff --git a/crates/zizmor/tests/integration/snapshots/integration__e2e__gha_hazmat.snap b/crates/zizmor/tests/integration/snapshots/integration__e2e__gha_hazmat.snap
index cbe4960e..2c8c9f79 100644
--- a/crates/zizmor/tests/integration/snapshots/integration__e2e__gha_hazmat.snap
+++ b/crates/zizmor/tests/integration/snapshots/integration__e2e__gha_hazmat.snap
@@ -156,11 +156,15 @@ error[dangerous-triggers]: use of fundamentally insecure workflow trigger
 error[bot-conditions]: spoofable bot actor check
   --> .github/workflows/bot-conditions.yml:18:9
    |
-16 |   hackme:
-   |   ------ this job
-17 |     runs-on: ubuntu-latest
-18 |     if: github.actor == 'dependabot[bot]'
-   |         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ actor context may be spoofable
+16 | /   hackme:
+17 | |     runs-on: ubuntu-latest
+18 | |     if: github.actor == 'dependabot[bot]'
+   | |         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ actor context may be spoofable
+19 | |     steps:
+...  |
+33 | |         run: echo hello
+34 | |         if: github.actor == 'notabot'
+   | |______________________________________- this job
    |
    = note: audit confidence → High
    = note: this finding has an auto-fix
@@ -484,26 +488,26 @@ warning[excessive-permissions]: overly broad permissions
    = note: audit confidence → Medium
 
 error[unpinned-uses]: unpinned action reference
-  --> .github/workflows/known-vulnerable-actions.yml:19:15
+  --> .github/workflows/known-vulnerable-actions.yml:19:9
    |
 19 |       - uses: atlassian/gajira-create@v1.0.1
-   |               ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ action is not pinned to a hash (required by blanket policy)
+   |         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ action is not pinned to a hash (required by blanket policy)
    |
    = note: audit confidence → High
 
 error[unpinned-uses]: unpinned action reference
-  --> .github/workflows/known-vulnerable-actions.yml:25:15
+  --> .github/workflows/known-vulnerable-actions.yml:25:9
    |
 25 |       - uses: rlespinasse/github-slug-action@v4
-   |               ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ action is not pinned to a hash (required by blanket policy)
+   |         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ action is not pinned to a hash (required by blanket policy)
    |
    = note: audit confidence → High
 
 error[unpinned-uses]: unpinned action reference
-  --> .github/workflows/known-vulnerable-actions.yml:28:15
+  --> .github/workflows/known-vulnerable-actions.yml:28:9
    |
 28 |       - uses: rlespinasse/github-slug-action@4.0.1
-   |               ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ action is not pinned to a hash (required by blanket policy)
+   |         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ action is not pinned to a hash (required by blanket policy)
    |
    = note: audit confidence → High
 
@@ -606,90 +610,90 @@ info[use-trusted-publishing]: prefer trusted publishing for authentication
    = note: audit confidence → High
 
 error[unpinned-uses]: unpinned action reference
-  --> .github/workflows/pypi-manual-credential.yml:23:15
+  --> .github/workflows/pypi-manual-credential.yml:23:9
    |
 23 |         uses: pypa/gh-action-pypi-publish@release/v1
-   |               ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ action is not pinned to a hash (required by blanket policy)
+   |         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ action is not pinned to a hash (required by blanket policy)
    |
    = note: audit confidence → High
 
 error[unpinned-uses]: unpinned action reference
-  --> .github/workflows/pypi-manual-credential.yml:27:15
+  --> .github/workflows/pypi-manual-credential.yml:27:9
    |
 27 |         uses: pypa/gh-action-pypi-publish@release/v1
-   |               ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ action is not pinned to a hash (required by blanket policy)
+   |         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ action is not pinned to a hash (required by blanket policy)
    |
    = note: audit confidence → High
 
 error[unpinned-uses]: unpinned action reference
-  --> .github/workflows/pypi-manual-credential.yml:33:15
+  --> .github/workflows/pypi-manual-credential.yml:33:9
    |
 33 |         uses: pypa/gh-action-pypi-publish@release/v1
-   |               ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ action is not pinned to a hash (required by blanket policy)
+   |         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ action is not pinned to a hash (required by blanket policy)
    |
    = note: audit confidence → High
 
 error[unpinned-uses]: unpinned action reference
-  --> .github/workflows/pypi-manual-credential.yml:39:15
+  --> .github/workflows/pypi-manual-credential.yml:39:9
    |
 39 |         uses: pypa/gh-action-pypi-publish@release/v1
-   |               ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ action is not pinned to a hash (required by blanket policy)
+   |         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ action is not pinned to a hash (required by blanket policy)
    |
    = note: audit confidence → High
 
 error[unpinned-uses]: unpinned action reference
-  --> .github/workflows/pypi-manual-credential.yml:45:15
+  --> .github/workflows/pypi-manual-credential.yml:45:9
    |
 45 |         uses: pypa/gh-action-pypi-publish@release/v1
-   |               ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ action is not pinned to a hash (required by blanket policy)
+   |         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ action is not pinned to a hash (required by blanket policy)
    |
    = note: audit confidence → High
 
 error[unpinned-uses]: unpinned action reference
-  --> .github/workflows/pypi-manual-credential.yml:51:15
+  --> .github/workflows/pypi-manual-credential.yml:51:9
    |
 51 |         uses: pypa/gh-action-pypi-publish@release/v1
-   |               ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ action is not pinned to a hash (required by blanket policy)
+   |         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ action is not pinned to a hash (required by blanket policy)
    |
    = note: audit confidence → High
 
 error[unpinned-uses]: unpinned action reference
-  --> .github/workflows/pypi-manual-credential.yml:58:15
+  --> .github/workflows/pypi-manual-credential.yml:58:9
    |
 58 |         uses: pypa/gh-action-pypi-publish@release/v1
-   |               ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ action is not pinned to a hash (required by blanket policy)
+   |         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ action is not pinned to a hash (required by blanket policy)
    |
    = note: audit confidence → High
 
 error[unpinned-uses]: unpinned action reference
-  --> .github/workflows/pypi-manual-credential.yml:66:15
+  --> .github/workflows/pypi-manual-credential.yml:66:9
    |
 66 |         uses: pypa/gh-action-pypi-publish@release/v1
-   |               ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ action is not pinned to a hash (required by blanket policy)
+   |         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ action is not pinned to a hash (required by blanket policy)
    |
    = note: audit confidence → High
 
 error[unpinned-uses]: unpinned action reference
-  --> .github/workflows/pypi-manual-credential.yml:73:15
+  --> .github/workflows/pypi-manual-credential.yml:73:9
    |
 73 |         uses: pypa/gh-action-pypi-publish@release/v1
-   |               ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ action is not pinned to a hash (required by blanket policy)
+   |         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ action is not pinned to a hash (required by blanket policy)
    |
    = note: audit confidence → High
 
 error[unpinned-uses]: unpinned action reference
-  --> .github/workflows/pypi-manual-credential.yml:81:15
+  --> .github/workflows/pypi-manual-credential.yml:81:9
    |
 81 |         uses: pypa/gh-action-pypi-publish@release/v1
-   |               ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ action is not pinned to a hash (required by blanket policy)
+   |         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ action is not pinned to a hash (required by blanket policy)
    |
    = note: audit confidence → High
 
 error[unpinned-uses]: unpinned action reference
-  --> .github/workflows/ref-confusion.yml:26:15
+  --> .github/workflows/ref-confusion.yml:26:9
    |
 26 |       - uses: woodruffw/gha-hazmat/ref-confusion@confusable
-   |               ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ action is not pinned to a hash (required by blanket policy)
+   |         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ action is not pinned to a hash (required by blanket policy)
    |
    = note: audit confidence → High
 
@@ -764,10 +768,10 @@ warning[excessive-permissions]: overly broad permissions
    = note: audit confidence → Medium
 
 warning[secrets-inherit]: secrets unconditionally inherited by called workflow
-  --> .github/workflows/secrets-inherit.yml:16:11
+  --> .github/workflows/secrets-inherit.yml:16:5
    |
 16 |     uses: octo-org/example-repo/.github/workflows/called-workflow.yml@main
-   |           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ this reusable workflow
+   |     ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ this reusable workflow
 17 |     # NOT OK: unconditionally inherits
 18 |     secrets: inherit
    |     ---------------- inherits all parent secrets
@@ -892,18 +896,18 @@ warning[excessive-permissions]: overly broad permissions
    = note: audit confidence → Medium
 
 warning[unpinned-uses]: unpinned action reference
-  --> .github/workflows/unpinned.yml:20:24
+  --> .github/workflows/unpinned.yml:20:9
    |
 20 |       - uses: docker://ubuntu
-   |                        ^^^^^^ image is not pinned to a tag, branch, or hash ref
+   |         ^^^^^^^^^^^^^^^^^^^^^ action is not pinned to a tag, branch, or hash ref
    |
    = note: audit confidence → High
 
 warning[unpinned-uses]: unpinned action reference
-  --> .github/workflows/unpinned.yml:26:24
+  --> .github/workflows/unpinned.yml:26:9
    |
 26 |       - uses: docker://ghcr.io/pypa/gh-action-pypi-publish
-   |                        ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ image is not pinned to a tag, branch, or hash ref
+   |         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ action is not pinned to a tag, branch, or hash ref
    |
    = note: audit confidence → High
 
diff --git a/crates/zizmor/tests/integration/snapshots/integration__e2e__invalid_input_not_strict-2.snap b/crates/zizmor/tests/integration/snapshots/integration__e2e__invalid_input_not_strict-2.snap
index e755d64a..82f9916b 100644
--- a/crates/zizmor/tests/integration/snapshots/integration__e2e__invalid_input_not_strict-2.snap
+++ b/crates/zizmor/tests/integration/snapshots/integration__e2e__invalid_input_not_strict-2.snap
@@ -5,10 +5,4 @@ expression: "zizmor().expects_failure(true).input(input_under_test(&format!(\"in
 🌈 zizmor v@@VERSION@@
  WARN collect_inputs: zizmor::registry::input: failed to validate input as action: input does not match expected validation schema
 fatal: no audit was performed
-error: no inputs collected
-  |
-  = help: collection yielded no auditable inputs
-  = help: inputs must contain at least one valid workflow, action, or Dependabot config
-
-Caused by:
-    no inputs collected
+no inputs collected
diff --git a/crates/zizmor/tests/integration/snapshots/integration__e2e__invalid_input_not_strict.snap b/crates/zizmor/tests/integration/snapshots/integration__e2e__invalid_input_not_strict.snap
index e4265e31..3fcc2c3a 100644
--- a/crates/zizmor/tests/integration/snapshots/integration__e2e__invalid_input_not_strict.snap
+++ b/crates/zizmor/tests/integration/snapshots/integration__e2e__invalid_input_not_strict.snap
@@ -5,10 +5,4 @@ expression: "zizmor().expects_failure(true).input(input_under_test(&format!(\"in
 🌈 zizmor v@@VERSION@@
  WARN collect_inputs: zizmor::registry::input: failed to validate input as workflow: input does not match expected validation schema
 fatal: no audit was performed
-error: no inputs collected
-  |
-  = help: collection yielded no auditable inputs
-  = help: inputs must contain at least one valid workflow, action, or Dependabot config
-
-Caused by:
-    no inputs collected
+no inputs collected
diff --git a/crates/zizmor/tests/integration/snapshots/integration__e2e__invalid_inputs-2.snap b/crates/zizmor/tests/integration/snapshots/integration__e2e__invalid_inputs-2.snap
index 5e6c4d95..c614fbcf 100644
--- a/crates/zizmor/tests/integration/snapshots/integration__e2e__invalid_inputs-2.snap
+++ b/crates/zizmor/tests/integration/snapshots/integration__e2e__invalid_inputs-2.snap
@@ -8,5 +8,5 @@ failed to load file://@@INPUT@@ as workflow
 
 Caused by:
     0: input does not match expected validation schema
-    1: Additional properties are not allowed ('boom' was unexpected)
-       on.workflow_call.inputs.input: "type" is a required property
+    1: on.workflow_call.inputs.input: "type" is a required property
+       Additional properties are not allowed ('boom' was unexpected)
diff --git a/crates/zizmor/tests/integration/snapshots/integration__e2e__issue_569.snap b/crates/zizmor/tests/integration/snapshots/integration__e2e__issue_569.snap
index 154e47f1..d4697a96 100644
--- a/crates/zizmor/tests/integration/snapshots/integration__e2e__issue_569.snap
+++ b/crates/zizmor/tests/integration/snapshots/integration__e2e__issue_569.snap
@@ -24,58 +24,58 @@ expression: "zizmor().offline(false).output(OutputMode::Both).args([\"--no-onlin
  INFO audit: zizmor: 🌈 completed .github/workflows/tail-call.yml
  INFO audit: zizmor: 🌈 completed .github/workflows/verify-ensurepip-wheels.yml
 error[unpinned-uses]: unpinned action reference
-   --> .github/workflows/build.yml:117:15
+   --> .github/workflows/build.yml:117:9
     |
 117 |         uses: hendrikmuhs/ccache-action@v1.2
-    |               ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ action is not pinned to a hash (required by blanket policy)
+    |         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ action is not pinned to a hash (required by blanket policy)
     |
     = note: audit confidence → High
 
 error[unpinned-uses]: unpinned action reference
-   --> .github/workflows/build.yml:313:13
+   --> .github/workflows/build.yml:313:7
     |
 313 |       uses: hendrikmuhs/ccache-action@v1.2
-    |             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ action is not pinned to a hash (required by blanket policy)
+    |       ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ action is not pinned to a hash (required by blanket policy)
     |
     = note: audit confidence → High
 
 error[unpinned-uses]: unpinned action reference
-   --> .github/workflows/build.yml:368:13
+   --> .github/workflows/build.yml:368:7
     |
 368 |       uses: hendrikmuhs/ccache-action@v1.2
-    |             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ action is not pinned to a hash (required by blanket policy)
+    |       ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ action is not pinned to a hash (required by blanket policy)
     |
     = note: audit confidence → High
 
 error[unpinned-uses]: unpinned action reference
-   --> .github/workflows/build.yml:477:13
+   --> .github/workflows/build.yml:477:7
     |
 477 |       uses: egor-tensin/setup-gcc@v1
-    |             ^^^^^^^^^^^^^^^^^^^^^^^^ action is not pinned to a hash (required by blanket policy)
+    |       ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ action is not pinned to a hash (required by blanket policy)
     |
     = note: audit confidence → High
 
 error[unpinned-uses]: unpinned action reference
-   --> .github/workflows/build.yml:498:13
+   --> .github/workflows/build.yml:498:7
     |
 498 |       uses: hendrikmuhs/ccache-action@v1.2
-    |             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ action is not pinned to a hash (required by blanket policy)
+    |       ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ action is not pinned to a hash (required by blanket policy)
     |
     = note: audit confidence → High
 
 error[unpinned-uses]: unpinned action reference
-   --> .github/workflows/build.yml:583:15
+   --> .github/workflows/build.yml:583:9
     |
 583 |         uses: google/oss-fuzz/infra/cifuzz/actions/build_fuzzers@master
-    |               ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ action is not pinned to a hash (required by blanket policy)
+    |         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ action is not pinned to a hash (required by blanket policy)
     |
     = note: audit confidence → High
 
 error[unpinned-uses]: unpinned action reference
-   --> .github/workflows/build.yml:588:15
+   --> .github/workflows/build.yml:588:9
     |
 588 |         uses: google/oss-fuzz/infra/cifuzz/actions/run_fuzzers@master
-    |               ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ action is not pinned to a hash (required by blanket policy)
+    |         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ action is not pinned to a hash (required by blanket policy)
     |
     = note: audit confidence → High
 
@@ -89,82 +89,82 @@ help[obfuscation]: obfuscated usage of GitHub Actions features
     = note: this finding has an auto-fix
 
 error[unpinned-uses]: unpinned action reference
-  --> .github/workflows/documentation-links.yml:25:15
+  --> .github/workflows/documentation-links.yml:25:9
    |
 25 |       - uses: readthedocs/actions/preview@v1
-   |               ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ action is not pinned to a hash (required by blanket policy)
+   |         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ action is not pinned to a hash (required by blanket policy)
    |
    = note: audit confidence → High
 
 error[unpinned-uses]: unpinned action reference
-  --> .github/workflows/lint.yml:28:15
+  --> .github/workflows/lint.yml:28:9
    |
 28 |       - uses: pre-commit/action@v3.0.1
-   |               ^^^^^^^^^^^^^^^^^^^^^^^^ action is not pinned to a hash (required by blanket policy)
+   |         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ action is not pinned to a hash (required by blanket policy)
    |
    = note: audit confidence → High
 
 error[unpinned-uses]: unpinned action reference
-  --> .github/workflows/require-pr-label.yml:19:15
+  --> .github/workflows/require-pr-label.yml:19:9
    |
 19 |         uses: mheap/github-action-required-labels@v5
-   |               ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ action is not pinned to a hash (required by blanket policy)
+   |         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ action is not pinned to a hash (required by blanket policy)
    |
    = note: audit confidence → High
 
 error[unpinned-uses]: unpinned action reference
-  --> .github/workflows/require-pr-label.yml:38:15
+  --> .github/workflows/require-pr-label.yml:38:9
    |
 38 |         uses: mheap/github-action-required-labels@v5
-   |               ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ action is not pinned to a hash (required by blanket policy)
+   |         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ action is not pinned to a hash (required by blanket policy)
    |
    = note: audit confidence → High
 
 error[unpinned-uses]: unpinned action reference
-  --> .github/workflows/require-pr-label.yml:47:15
+  --> .github/workflows/require-pr-label.yml:47:9
    |
 47 |         uses: mheap/github-action-required-labels@v5
-   |               ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ action is not pinned to a hash (required by blanket policy)
+   |         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ action is not pinned to a hash (required by blanket policy)
    |
    = note: audit confidence → High
 
 error[unpinned-uses]: unpinned action reference
-  --> .github/workflows/require-pr-label.yml:58:15
+  --> .github/workflows/require-pr-label.yml:58:9
    |
 58 |         uses: mheap/github-action-required-labels@v5
-   |               ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ action is not pinned to a hash (required by blanket policy)
+   |         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ action is not pinned to a hash (required by blanket policy)
    |
    = note: audit confidence → High
 
 error[unpinned-uses]: unpinned action reference
-  --> .github/workflows/reusable-tsan.yml:60:13
+  --> .github/workflows/reusable-tsan.yml:60:7
    |
 60 |       uses: hendrikmuhs/ccache-action@v1.2
-   |             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ action is not pinned to a hash (required by blanket policy)
+   |       ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ action is not pinned to a hash (required by blanket policy)
    |
    = note: audit confidence → High
 
 error[unpinned-uses]: unpinned action reference
-  --> .github/workflows/reusable-ubuntu.yml:68:13
+  --> .github/workflows/reusable-ubuntu.yml:68:7
    |
 68 |       uses: hendrikmuhs/ccache-action@v1.2
-   |             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ action is not pinned to a hash (required by blanket policy)
+   |       ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ action is not pinned to a hash (required by blanket policy)
    |
    = note: audit confidence → High
 
 error[unpinned-uses]: unpinned action reference
-  --> .github/workflows/reusable-wasi.yml:30:13
+  --> .github/workflows/reusable-wasi.yml:30:7
    |
 30 |       uses: bytecodealliance/actions/wasmtime/setup@v1
-   |             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ action is not pinned to a hash (required by blanket policy)
+   |       ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ action is not pinned to a hash (required by blanket policy)
    |
    = note: audit confidence → High
 
 error[unpinned-uses]: unpinned action reference
-  --> .github/workflows/reusable-wasi.yml:46:13
+  --> .github/workflows/reusable-wasi.yml:46:7
    |
 46 |       uses: hendrikmuhs/ccache-action@v1.2
-   |             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ action is not pinned to a hash (required by blanket policy)
+   |       ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ action is not pinned to a hash (required by blanket policy)
    |
    = note: audit confidence → High
 
diff --git a/crates/zizmor/tests/integration/test-data/config-scenarios/dotyaml-config-in-dotgithub/.github/workflows/hackme.yml b/crates/zizmor/tests/integration/test-data/config-scenarios/dotyaml-config-in-dotgithub/.github/workflows/hackme.yml
deleted file mode 100644
index 31714168..00000000
--- a/crates/zizmor/tests/integration/test-data/config-scenarios/dotyaml-config-in-dotgithub/.github/workflows/hackme.yml
+++ /dev/null
@@ -1,16 +0,0 @@
-name: hackme
-on:
-  issues:
-
-permissions: {}
-
-jobs:
-  inject-me:
-    name: inject-me
-    runs-on: ubuntu-latest
-
-    steps:
-      - uses: actions/github-script@60a0d83039c74a4aee543508d2ffcb1c3799cdea # tag=v7.0.1
-        with:
-          script: |
-            return "doing a thing: ${{ github.event.issue.title }}"
diff --git a/crates/zizmor/tests/integration/test-data/config-scenarios/dotyaml-config-in-dotgithub/.github/zizmor.yaml b/crates/zizmor/tests/integration/test-data/config-scenarios/dotyaml-config-in-dotgithub/.github/zizmor.yaml
deleted file mode 100644
index 9e7be950..00000000
--- a/crates/zizmor/tests/integration/test-data/config-scenarios/dotyaml-config-in-dotgithub/.github/zizmor.yaml
+++ /dev/null
@@ -1,4 +0,0 @@
-rules:
-  template-injection:
-    ignore:
-      - hackme.yml
diff --git a/crates/zizmor/tests/integration/test-data/impostor-commit.yml b/crates/zizmor/tests/integration/test-data/impostor-commit.yml
deleted file mode 100644
index f898f2c3..00000000
--- a/crates/zizmor/tests/integration/test-data/impostor-commit.yml
+++ /dev/null
@@ -1,34 +0,0 @@
-# impostor-commit.yml
-#
-# what:
-# an example of commit impersonation. GitHub repositories and their forks
-# share a "network" of commit objects, meaning that GitHub's backend
-# can't easily distinguish between them. as a result, workflows that
-# appear to be pinned to a hash on a specific repo may actually be pinned
-# to a hash within a different fork repo, which can be malicious.
-#
-# how:
-# a user is unlikely to accidentally write a malicious commit, but may merge
-# an otherwise innocent-looking change from a third party without realizing
-# that the commits pinned by that party are actually references to a malicious
-# fork.
-#
-# see also: https://www.chainguard.dev/unchained/what-the-fork-imposter-commits-in-github-actions-and-ci-cd
-
-name: example
-on: [push]
-
-permissions: {}
-
-jobs:
-  commit:
-    runs-on: ubuntu-latest
-    permissions: {}
-    steps:
-      # NOT OK: c7d749a2d57b4b375d1ebcd17cfbfb60c676f18e is an impostor
-      - uses: actions/checkout@c7d749a2d57b4b375d1ebcd17cfbfb60c676f18e
-        with:
-          persist-credentials: false
-      - shell: bash
-        run: |
-          echo 'hello world!'
diff --git a/crates/zizmor/tests/integration/test-data/invalid/empty/README.md b/crates/zizmor/tests/integration/test-data/invalid/empty/README.md
deleted file mode 100644
index 91cf4265..00000000
--- a/crates/zizmor/tests/integration/test-data/invalid/empty/README.md
+++ /dev/null
@@ -1,3 +0,0 @@
-# empty
-
-This is an empty directory, except for this README file.
diff --git a/crates/zizmor/tests/integration/test-data/obfuscation/issue-1414-repro.yml b/crates/zizmor/tests/integration/test-data/obfuscation/issue-1414-repro.yml
deleted file mode 100644
index 7d78a85e..00000000
--- a/crates/zizmor/tests/integration/test-data/obfuscation/issue-1414-repro.yml
+++ /dev/null
@@ -1,16 +0,0 @@
-name: issue-1414-repro
-
-on:
-  pull_request:
-
-permissions: {}
-
-jobs:
-  some-job:
-    runs-on: windows-latest
-    defaults:
-      run:
-        shell: cmd
-    steps:
-      - name: say hi
-        run: echo hi
diff --git a/crates/zizmor/tests/integration/test-data/obfuscation/workflow-cmd-default-shell.yml b/crates/zizmor/tests/integration/test-data/obfuscation/workflow-cmd-default-shell.yml
deleted file mode 100644
index 19bd79d0..00000000
--- a/crates/zizmor/tests/integration/test-data/obfuscation/workflow-cmd-default-shell.yml
+++ /dev/null
@@ -1,17 +0,0 @@
-name: workflow-cmd-default-shell
-
-on:
-  pull_request:
-
-permissions: {}
-
-defaults:
-  run:
-    shell: cmd
-
-jobs:
-  some-job:
-    runs-on: windows-latest
-    steps:
-      - name: say hi
-        run: echo hi
diff --git a/docs/audits.md b/docs/audits.md
index b17f3f4c..e0eb892e 100644
--- a/docs/audits.md
+++ b/docs/audits.md
@@ -519,7 +519,7 @@ In general, you should enable `cooldown` for all updaters.
 Detects usages of `insecure-external-code-execution` in Dependabot configuration
 files.
 
-By default, Dependabot does not execute code from dependency manifests
+By default, Dependabot does not execution code from dependency manifests
 during updates. However, users can opt in to this behavior by setting
 `#!yaml insecure-external-code-execution: allow` in their Dependabot
 configuration.
diff --git a/docs/configuration.md b/docs/configuration.md
index 8e98129f..c9ce0046 100644
--- a/docs/configuration.md
+++ b/docs/configuration.md
@@ -9,7 +9,7 @@ description: zizmor's configuration file and configurable behaviors.
     Configuration support was added in `v0.2.0`.
 
 `zizmor` supports a small amount of configuration via [YAML] config files,
-typically named `zizmor.yml` or `zizmor.yaml`.
+typically named `zizmor.yml`.
 
 [YAML]: https://learnxinyminutes.com/docs/yaml/
 
@@ -41,25 +41,9 @@ typically named `zizmor.yml` or `zizmor.yaml`.
     * File inputs (e.g. `zizmor path/to/workflow.yml`): `zizmor` performs
       directory discovery starting in the directory containing the given file.
 
-    * Directory inputs (e.g. `zizmor .`): `zizmor` looks for a `zizmor.yml`
-      or `zizmor.yaml` file in the given directory, the `.github` child directory,
-      or any parent, up to the filesystem root or the first `.git` directory.
-      
-        !!! example
-        
-            Given an invocation like `zizmor ./repo/`, `zizmor` will attempt
-            to discover configuration files in the following order:
-            
-            1. `./repo/.github/zizmor.yml`
-            2. `./repo/.github/zizmor.yaml`
-            3. `./repo/zizmor.yml`
-            4. `./repo/zizmor.yaml`
-            5. `./repo/../.github/zizmor.yml`
-            6. `./repo/../.github/zizmor.yaml`
-            7. ...and so on, until the filesystem root or a `.git/` directory is found.
-            
-            
-            
+    * Directory inputs (e.g. `zizmor .`): `zizmor` looks for a `zizmor.yml` or
+      `.github/zizmor.yml` in the given directory or any parent, up to the
+      filesystem root or the first `.git` directory.
 
         !!! note
 
diff --git a/docs/development.md b/docs/development.md
index 0f3bd128..db5e4448 100644
--- a/docs/development.md
+++ b/docs/development.md
@@ -172,7 +172,7 @@ See [insta's documentation] for more details.
 
 ## Benchmarking
 
-`zizmor` currently uses [pytest-codspeed](https://github.com/CodSpeedHQ/pytest-codspeed)
+`zizmor` currently uses [hyperfine](https://github.org/sharkdp/hyperfine)
 for command-line benchmarking.
 
 Benchmarks are stored in the top-level `bench/` directory, and can be
@@ -184,22 +184,27 @@ make bench
 ```
 
 We currently run offline benchmarks in the CI and report their results
-to [CodSpeed](https://codspeed.io). See
-[our project page](https://codspeed.io/zizmorcore/zizmor)
-on CodSpeed for results and trends.
+to [Bencher](https://bencher.dev/). See
+[our project page](https://bencher.dev/console/projects/zizmor/plots)
+on Bencher for results and trends.
 
 There are also online benchmarks, but these don't get run automatically.
-To run them, you can set `GH_TOKEN`:
+To run them, you can pass `GH_TOKEN` to the `bench/benchmark.py` script
+directly:
 
 ```bash
-GH_TOKEN=$(gh auth token) make bench
+GH_TOKEN=$(gh auth token) uv run bench/benchmark.py
 ```
 
 ### Adding new benchmarks
 
-Benchmarks are currently written as pytest functions.
+`zizmor` currently orchestrates benchmarks with `bench/benchmark.py`,
+which wraps `hyperfine` to add a planning phase.
 
-Take a look at `bench/test_*.py` for existing benchmarks.
+Take a look at `bench/benchmarks.json` for the current benchmarks.
+Observe that each benchmark tells `benchmark.py` how to retrieve its
+input as well as provides a `stencil` that the benchmark runner will
+expand to run the benchmark.
 
 ## Building the website
 
diff --git a/docs/integrations.md b/docs/integrations.md
index bd552580..65be67a6 100644
--- a/docs/integrations.md
+++ b/docs/integrations.md
@@ -28,17 +28,17 @@ jobs:
     name: Run zizmor 🌈
     runs-on: ubuntu-latest
     permissions:
-      security-events: write # Required for upload-sarif (used by zizmor-action) to upload SARIF files.
-      contents: read         # Only needed for private repos. Needed to clone the repo.
-      actions: read          # Only needed for private repos. Needed for upload-sarif to read workflow run info.
+      security-events: write
+      contents: read # only needed for private repos
+      actions: read # only needed for private repos
     steps:
       - name: Checkout repository
-        uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8 # v6.0.1
+        uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
         with:
           persist-credentials: false
 
       - name: Run zizmor 🌈
-        uses: zizmorcore/zizmor-action@e639db99335bc9038abc0e066dfcd72e23d26fb4 # v0.3.0
+        uses: zizmorcore/zizmor-action@e673c3917a1aef3c65c972347ed84ccd013ecda4 # v0.2.0
 ```
 
 See the action's [`inputs` documentation][inputs-documentation] for
@@ -89,17 +89,17 @@ GitHub Actions setup:
         name: zizmor latest via PyPI
         runs-on: ubuntu-latest
         permissions:
-          security-events: write # Required for upload-sarif (used by zizmor-action) to upload SARIF files.
-          contents: read         # Only needed for private repos. Needed to clone the repo.
-          actions: read          # Only needed for private repos. Needed for upload-sarif to read workflow run info.
+          security-events: write # needed for SARIF uploads
+          contents: read # only needed for private repos
+          actions: read # only needed for private repos
         steps:
           - name: Checkout repository
-            uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8 # v6.0.1
+            uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
             with:
               persist-credentials: false
 
           - name: Install the latest version of uv
-            uses: astral-sh/setup-uv@ed21f2f24f8dd64503750218de024bcf64c7250a # v7.1.5
+            uses: astral-sh/setup-uv@85856786d1ce8acfbcc2f13a5f3fbd6b938f9f41 # v7.1.2
 
           - name: Run zizmor 🌈
             run: uvx zizmor --format=sarif . > results.sarif # (2)!
@@ -107,7 +107,7 @@ GitHub Actions setup:
               GH_TOKEN: ${{ secrets.GITHUB_TOKEN }} # (1)!
 
           - name: Upload SARIF file
-            uses: github/codeql-action/upload-sarif@1b168cd39490f61582a9beae412bb7057a6b2c4e # v4.31.8
+            uses: github/codeql-action/upload-sarif@4e94bd11f71e507f7f87df81788dff88d1dacbfb # v4.31.0
             with:
               sarif_file: results.sarif
               category: zizmor
@@ -161,13 +161,14 @@ GitHub Actions setup:
         name: zizmor latest via PyPI
         runs-on: ubuntu-latest
         permissions:
-          contents: read # Only needed for private repos. Needed to clone the repo.
+          contents: read # only needed for private repos
+          actions: read # only needed for private repos
         steps:
           - name: Checkout repository
-            uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8 # v6.0.1
+            uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
 
           - name: Install the latest version of uv
-            uses: astral-sh/setup-uv@ed21f2f24f8dd64503750218de024bcf64c7250a # v7.1.5
+            uses: astral-sh/setup-uv@85856786d1ce8acfbcc2f13a5f3fbd6b938f9f41 # v7.1.2
 
           - name: Run zizmor 🌈
             run: uvx zizmor --format=github . # (2)!
@@ -255,7 +256,7 @@ To do so, add the following to your `.pre-commit-config.yaml` `#!yaml repos:` se
 
 ```yaml
 - repo: https://github.com/zizmorcore/zizmor-pre-commit
-  rev: v1.19.0 # (1)!
+  rev: v1.18.0 # (1)!
   hooks:
   - id: zizmor
 ```
diff --git a/docs/release-notes.md b/docs/release-notes.md
index c79be398..3c5a1e4d 100644
--- a/docs/release-notes.md
+++ b/docs/release-notes.md
@@ -9,13 +9,6 @@ of `zizmor`.
 
 ## Next (UNRELEASED)
 
-### Enhancements 🌱
-
-* The [excessive-permissions] audit is now aware of the `artifact-metadata`
-  and `models` permissions (#1461)
-
-## 1.19.0
-
 ### New Features 🌈
 
 * **New audit**: [archived-uses] detects usages of archived repositories in
@@ -34,40 +27,6 @@ of `zizmor`.
 * The [use-trusted-publishing] audit now detects additional publishing command
   patterns, including `uv run ...`, `uvx ...`, and `poetry publish`
   (#1402)
-  
-* zizmor now produces more useful and less ambiguous spans for many findings,
-  particularly those from the [anonymous-definition] audit (#1416)
-  
-* zizmor now discovers configuration files named `zizmor.yaml`, in addition
-  to `zizmor.yml` (#1431)
-  
-* zizmor now produces a more useful error message when input collection
-  yields no inputs (#1439)
-
-* The `--render-links` flag now allows users to control `zizmor`'s OSC 8 terminal
-  link rendering behavior. This is particularly useful in environments that
-  advertise themselves as terminals but fail to correctly render or ignore
-  OSC 8 links (#1454)
- 
-### Performance Improvements 🚄
-
-* The [impostor-commit] audit is now significantly faster on true positives,
-  making true positive detection virtually as fast as true negative detection.
-  In practice, true positive runs are over 100 times faster than before
-  (#1429)
-
-### Bug Fixes 🐛
-
-* Fixed a bug where the [obfuscation] audit would crash if it encountered
-  a CMD shell that was defined outside of the current step block (i.e. 
-  as a job or workflow default) (#1418)
-  
-* Fixed a bug where the `opentofu` ecosystem was not recognized in
-  Dependabot configuration files (#1452)
-
-* `--color=always` no longer implies `--render-links=always`, as some
-  environments (like GitHub Actions) support ANSI color codes but fail
-  to handle OSC escapes gracefully (#1454)
 
 ## 1.18.0
 
@@ -1205,7 +1164,7 @@ This is one of `zizmor`'s bigger recent releases! Key enhancements include:
 
 ### What's Changed
 * fix(cli): remove '0 ignored' from another place by @woodruffw in #157
-* perf: speed up [impostor-commit]'s fast path by @woodruffw in #158
+* perf: speed up impostor-commit's fast path by @woodruffw in #158
 * fix(cli): fixup error printing by @woodruffw in #159
 
 ## v0.3.1
@@ -1358,6 +1317,5 @@ This is one of `zizmor`'s bigger recent releases! Key enhancements include:
 [dependabot-cooldown]: ./audits.md#dependabot-cooldown
 [concurrency-limits]: ./audits.md#concurrency-limits
 [archived-uses]: ./audits.md#archived-uses
-[impostor-commit]: ./audits.md#impostor-commit
 
 [exit code]: ./usage.md#exit-codes
diff --git a/docs/snippets/help.txt b/docs/snippets/help.txt
index 49ac502d..0c3cd8fc 100644
--- a/docs/snippets/help.txt
+++ b/docs/snippets/help.txt
@@ -28,8 +28,6 @@ Options:
           Don't show progress bars, even if the terminal supports them
       --format <FORMAT>
           The output format to emit. By default, cargo-style diagnostics will be emitted [default: plain] [possible values: plain, json, json-v1, sarif, github]
-      --render-links <RENDER_LINKS>
-          Whether to render OSC 8 links in the output [env: ZIZMOR_RENDER_LINKS=] [default: auto] [possible values: auto, always, never]
       --show-audit-urls <SHOW_AUDIT_URLS>
           Whether to render audit URLs in the output, separately from any URLs embedded in OSC 8 links [env: ZIZMOR_SHOW_AUDIT_URLS=] [default: auto] [possible values: auto, always, never]
       --color <MODE>
diff --git a/docs/snippets/trophies.md b/docs/snippets/trophies.md
index 8c9b1196..7fc1c72d 100644
--- a/docs/snippets/trophies.md
+++ b/docs/snippets/trophies.md
@@ -24,14 +24,6 @@
         - aio-libs/aiobotocore#1355
 
 
--   ![](https://github.com/altair-graphql.png?size=40){ width="40" loading=lazy align=left } altair-graphql
-
-    ---
-
-    ??? example "Examples"
-        - altair-graphql/altair@4aa5679f89528c183321a07e387567c13be29f26
-
-
 -   ![](https://github.com/anchore.png?size=40){ width="40" loading=lazy align=left } anchore
 
     ---
@@ -365,15 +357,6 @@
         - docker/compose#12737
 
 
--   ![](https://github.com/dubzzz.png?size=40){ width="40" loading=lazy align=left } dubzzz
-
-    ---
-
-    ??? example "Examples"
-        - dubzzz/fast-check#6369
-        - dubzzz/fast-check#6370
-
-
 -   ![](https://github.com/earthobservations.png?size=40){ width="40" loading=lazy align=left } earthobservations
 
     ---
@@ -495,14 +478,6 @@
         - gaphor/gaphor#3658
 
 
--   ![](https://github.com/gechr.png?size=40){ width="40" loading=lazy align=left } gechr
-
-    ---
-
-    ??? example "Examples"
-        - gechr/WhichSpace@e32d710e7e17102dd6eecd522aa1b511b961fcf3
-
-
 -   ![](https://github.com/GenericMappingTools.png?size=40){ width="40" loading=lazy align=left } GenericMappingTools
 
     ---
@@ -581,14 +556,6 @@
         - grafana/tanka#1441
 
 
--   ![](https://github.com/great-expectations.png?size=40){ width="40" loading=lazy align=left } great-expectations
-
-    ---
-
-    ??? example "Examples"
-        - great-expectations/airflow-provider-great-expectations#209
-
-
 -   ![](https://github.com/GreptimeTeam.png?size=40){ width="40" loading=lazy align=left } GreptimeTeam
 
     ---
@@ -1123,10 +1090,6 @@
     ---
 
     ??? example "Examples"
-        - psf/black#4901
-        - psf/black#4905
-        - psf/black#4906
-        - psf/black#4911
         - psf/cachecontrol#345
 
 
diff --git a/docs/snippets/trophies.txt b/docs/snippets/trophies.txt
index f631bc34..c11d0525 100644
--- a/docs/snippets/trophies.txt
+++ b/docs/snippets/trophies.txt
@@ -8,7 +8,6 @@ adafruit/circuitpython#9785
 ag2ai/faststream#2398
 aio-libs/aiobotocore#1344
 aio-libs/aiobotocore#1355
-altair-graphql/altair@4aa5679f89528c183321a07e387567c13be29f26
 anchore/vunnel#832
 ansible/ansible-documentation#3188
 apache/airflow#45408
@@ -76,8 +75,6 @@ django/django@86b8058b40145fb5ba4fd859676225f533eca986
 django-commons/django-tasks-scheduler#272
 Diaoul/subliminal#1190
 docker/compose#12737
-dubzzz/fast-check#6369
-dubzzz/fast-check#6370
 earthobservations/wetterdienst#1440
 edgelesssys/contrast#1604
 EFForg/rayhunter#711
@@ -94,7 +91,6 @@ freeCodeCamp/devdocs#2386
 freedomofpress/securedrop-workstation#1222
 freemocap/freemocap#659
 gaphor/gaphor#3658
-gechr/WhichSpace@e32d710e7e17102dd6eecd522aa1b511b961fcf3
 getsops/sops#1704
 GenericMappingTools/pygmt#3861
 git-lfs/git-lfs#5930
@@ -113,7 +109,6 @@ grafana/pyroscope#4157
 grafana/rollout-operator#218
 grafana/synthetic-monitoring-app#1126
 grafana/tanka#1441
-great-expectations/airflow-provider-great-expectations#209
 google/zerocop#2810
 google/zx#1067
 google/zx#1126
@@ -234,10 +229,6 @@ praetorian-inc/noseyparker#228
 prettytable/prettytable#339
 privacyidea/privacyidea#4854
 prometheus/prometheus#16530
-psf/black#4901
-psf/black#4905
-psf/black#4906
-psf/black#4911
 psf/cachecontrol#345
 pubgrub-rs/pubgrub#389
 pyca/service-identity#75
diff --git a/docs/troubleshooting.md b/docs/troubleshooting.md
index 8a21c898..446e1262 100644
--- a/docs/troubleshooting.md
+++ b/docs/troubleshooting.md
@@ -102,7 +102,7 @@ If you run into this issue, you have two options:
     in your repository secrets, you could do:
 
     ```yaml title="example/repoA/.github/workflows/ci.yml" hl_lines="3"
-    - uses: zizmorcore/zizmor-action@e639db99335bc9038abc0e066dfcd72e23d26fb4 # v0.3.0
+    - uses: zizmorcore/zizmor-action@e673c3917a1aef3c65c972347ed84ccd013ecda4 # v0.2.0
       with:
         token: ${{ secrets.ZIZMOR_GH_TOKEN }}
     ```
diff --git a/pyproject.toml b/pyproject.toml
index a9de525a..6628404f 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -16,9 +16,4 @@ manifest-path = "crates/zizmor/Cargo.toml"
 include = [{ path = "README.md", format = "sdist" }, { path = "LICENSE", format = "sdist" }]
 
 [dependency-groups]
-bench = [
-    "pytest>=9.0.2",
-    "pytest-codspeed>=4.2.0",
-    "urllib3>=2.6.2",
-]
 docs = ["zensical"]
diff --git a/uv.lock b/uv.lock
index cc92b8e7..7efc1eb7 100644
--- a/uv.lock
+++ b/uv.lock
@@ -2,88 +2,6 @@ version = 1
 revision = 3
 requires-python = ">=3.10"
 
-[[package]]
-name = "cffi"
-version = "2.0.0"
-source = { registry = "https://pypi.org/simple" }
-dependencies = [
-    { name = "pycparser", marker = "implementation_name != 'PyPy'" },
-]
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-    { name = "urllib3", specifier = ">=2.6.2" },
-]
 docs = [{ name = "zensical" }]