diff --git a/.github/dependabot.yml b/.github/dependabot.yml
index ead98c7..bea8b19 100644
--- a/.github/dependabot.yml
+++ b/.github/dependabot.yml
@@ -1,13 +1,8 @@
 version: 2
 updates:
 - package-ecosystem: cargo
-  directory: "/data/render"
+  directory: "/ci"
   schedule:
     interval: daily
     time: "11:00"
   open-pull-requests-limit: 10
-  ignore:
-  - dependency-name: tokio
-    versions:
-    - 1.1.1
-    - 1.2.0
diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index a5cfabb..b2c5f89 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -3,11 +3,84 @@ name: CI
 on:
   pull_request:
     branches: [master]
+  push:
+    branches: [master]
+    paths:
+      - "ci/**"
+      - ".github/workflows/ci.yml"
+  workflow_dispatch:
+
+permissions:
+  contents: read
 
 jobs:
-  build:
+  rust:
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v4
+        with:
+          persist-credentials: false
+      - uses: dtolnay/rust-toolchain@stable
+        with:
+          components: rustfmt
+      - name: Check formatting
+        run: cargo fmt --manifest-path ci/Cargo.toml --all -- --check
+      - name: Check workspace
+        run: cargo check --locked --manifest-path ci/Cargo.toml --workspace --all-targets
+      - name: Test workspace
+        run: cargo test --locked --manifest-path ci/Cargo.toml --workspace
+
+  readme-check:
+    if: github.event_name == 'pull_request'
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v4
+        with:
+          fetch-depth: 0
+          persist-credentials: false
+      - name: Check README.md was not edited directly
+        env:
+          AUTHOR: ${{ github.event.pull_request.user.login }}
+          BASE_SHA: ${{ github.event.pull_request.base.sha }}
+          HEAD_SHA: ${{ github.event.pull_request.head.sha }}
+        run: |
+          case "$AUTHOR" in mre|jakubsacha) exit 0 ;; esac
+          if ! git diff --quiet "$BASE_SHA...$HEAD_SHA" -- README.md; then
+            mkdir -p ci-readme-output
+            printf '%s\n' 'README.md was edited directly. It is generated from the YAML files in data/tools/. Please edit those files instead and revert the README change.' > ci-readme-output/comment.md
+            echo 'README.md must not be edited directly.' >&2
+            exit 1
+          fi
+      - name: Upload README feedback
+        if: failure()
+        uses: actions/upload-artifact@v4
+        with:
+          name: ci-readme-output
+          path: ci-readme-output/comment.md
+          if-no-files-found: ignore
+          retention-days: 7
+
+  render:
     runs-on: ubuntu-latest
     steps:
-      - uses: actions/checkout@v2
-      - name: Render list
+      - uses: actions/checkout@v4
+        with:
+          persist-credentials: false
+      - uses: dtolnay/rust-toolchain@stable
+      - name: Render list without credentials
+        id: render
+        # Fork code must not receive a token. The renderer supports anonymous mode.
         run: make render-skip-deprecated
+      - name: Prepare render feedback
+        if: failure() && steps.render.outcome == 'failure' && github.event_name == 'pull_request'
+        run: |
+          mkdir -p ci-render-output
+          printf '%s\n' 'The catalog renderer failed. Please check the workflow logs and compare your YAML with the other files in data/tools/.' > ci-render-output/comment.md
+      - name: Upload render feedback
+        if: failure() && github.event_name == 'pull_request'
+        uses: actions/upload-artifact@v4
+        with:
+          name: ci-render-output
+          path: ci-render-output/comment.md
+          if-no-files-found: ignore
+          retention-days: 7
diff --git a/.github/workflows/pr-check.yml b/.github/workflows/pr-check.yml
new file mode 100644
index 0000000..e08b775
--- /dev/null
+++ b/.github/workflows/pr-check.yml
@@ -0,0 +1,122 @@
+name: PR Check
+
+on:
+  pull_request:
+    branches: [master]
+    paths:
+      - "data/tools/**.yml"
+      - "data/tools/**.yaml"
+      - "ci/**"
+      - ".github/workflows/pr-check.yml"
+      - ".github/workflows/pr-comment.yml"
+  workflow_dispatch:
+    inputs:
+      pr_number:
+        description: "PR number to check (results are uploaded as an artifact)"
+        required: true
+        type: string
+      tool_files:
+        description: "Space-separated tool YAML paths at the PR head; quote paths containing spaces"
+        required: true
+        type: string
+
+permissions:
+  contents: read
+
+jobs:
+  pr-check:
+    runs-on: ubuntu-latest
+    timeout-minutes: 20
+    env:
+      PR_NUMBER: ${{ github.event.pull_request.number || inputs.pr_number }}
+    steps:
+      - uses: actions/checkout@v4
+        with:
+          fetch-depth: 0
+          persist-credentials: false
+
+      - name: Select tool files
+        env:
+          TOOL_FILES: ${{ inputs.tool_files }}
+          BASE_SHA: ${{ github.event.pull_request.base.sha }}
+          HEAD_SHA: ${{ github.event.pull_request.head.sha }}
+        shell: python
+        run: |
+          import json
+          import os
+          from pathlib import Path, PurePosixPath
+          import re
+          import shlex
+          import subprocess
+
+          if not re.fullmatch(r"[1-9][0-9]*", os.environ["PR_NUMBER"]):
+              raise SystemExit("PR number must be a positive integer")
+          manual = os.environ["GITHUB_EVENT_NAME"] == "workflow_dispatch"
+          if manual:
+              files = shlex.split(os.environ["TOOL_FILES"])
+              if not files:
+                  raise SystemExit("Provide at least one tool file")
+          else:
+              diff = subprocess.check_output([
+                  "git", "diff", "--name-only", "--diff-filter=A", "-z",
+                  os.environ["BASE_SHA"] + "..." + os.environ["HEAD_SHA"],
+                  "--", "data/tools/*.yml", "data/tools/*.yaml",
+              ])
+              files = [os.fsdecode(path) for path in diff.split(b"\0") if path]
+          for name in files:
+              path = PurePosixPath(name)
+              if (path.parts[:2] != ("data", "tools") or ".." in path.parts
+                      or path.suffix not in (".yml", ".yaml") or ":" in name):
+                  raise SystemExit("Only paths under data/tools ending in .yml or .yaml are allowed")
+          if manual:
+              subprocess.run([
+                  "git", "fetch", "origin",
+                  "refs/pull/" + os.environ["PR_NUMBER"] + "/head",
+              ], check=True)
+              # Do not execute the PR's Rust code or workflow on manual dispatch.
+              subprocess.run(["git", "--literal-pathspecs", "checkout", "FETCH_HEAD", "--", *files], check=True)
+          root = Path("data/tools").resolve()
+          for name in files:
+              path = Path(name)
+              if path.is_symlink() or not path.is_file() or not path.resolve().is_relative_to(root):
+                  raise SystemExit("Tool paths must be regular files inside data/tools")
+          (Path(os.environ["RUNNER_TEMP"]) / "tool-files.json").write_text(json.dumps(files))
+
+      - name: Install Rust toolchain
+        uses: dtolnay/rust-toolchain@stable
+
+      - name: Build pr-check
+        run: cargo build --locked --release --manifest-path ci/Cargo.toml -p pr-check
+
+      - name: Run pr-check without comment permissions
+        env:
+          GITHUB_TOKEN: ${{ github.token }}
+          COMMENT_OUTPUT_FILE: pr-check-output/comment.md
+        shell: python
+        run: |
+          import json
+          import os
+          from pathlib import Path
+          import subprocess
+
+          files = json.loads((Path(os.environ["RUNNER_TEMP"]) / "tool-files.json").read_text())
+          Path("pr-check-output").mkdir(exist_ok=True)
+          Path(os.environ["COMMENT_OUTPUT_FILE"]).write_text(
+              "The PR checker could not finish. Please inspect the PR Check workflow logs.\n"
+          )
+          result = subprocess.run(["ci/target/release/pr-check", *files])
+          raise SystemExit(result.returncode)
+
+      - name: Upload check feedback
+        if: always()
+        uses: actions/upload-artifact@v4
+        with:
+          name: pr-check-output
+          path: pr-check-output/comment.md
+          if-no-files-found: ignore
+          retention-days: 7
+
+      - name: Explain manual results
+        if: always() && github.event_name == 'workflow_dispatch'
+        run: |
+          echo 'Manual checks are read-only. Download pr-check-output for the report; no PR comment is posted because workflow_dispatch does not provide an associated PR.' >> "$GITHUB_STEP_SUMMARY"
diff --git a/.github/workflows/pr-comment.yml b/.github/workflows/pr-comment.yml
new file mode 100644
index 0000000..68621b4
--- /dev/null
+++ b/.github/workflows/pr-comment.yml
@@ -0,0 +1,119 @@
+name: PR Check Comment
+
+on:
+  workflow_run:
+    workflows: ["CI", "PR Check"]
+    types: [completed]
+
+permissions:
+  actions: read
+  pull-requests: write
+
+jobs:
+  comment:
+    if: github.event.workflow_run.event == 'pull_request' && github.event.workflow_run.repository.id == github.event.repository.id
+    runs-on: ubuntu-latest
+    steps:
+      # No checkout: artifacts are untrusted text, never code or comment targets.
+      - name: Resolve associated PR
+        id: target
+        uses: actions/github-script@v7
+        with:
+          script: |
+            const run = context.payload.workflow_run;
+            if (!run.head_repository?.id || !run.head_sha) {
+              core.notice('Missing run head identity. Skipping comment.');
+              return;
+            }
+            const matchesRun = pr =>
+              pr.state === 'open' &&
+              pr.base?.repo?.id === context.payload.repository.id &&
+              pr.head?.sha === run.head_sha &&
+              pr.head?.repo?.id === run.head_repository.id;
+            let candidates;
+            if (run.pull_requests?.length) {
+              candidates = await Promise.all(run.pull_requests.map(async pr => {
+                const {data} = await github.rest.pulls.get({
+                  ...context.repo, pull_number: pr.number
+                });
+                return data;
+              }));
+            } else {
+              // Fork runs can omit pull_requests. Only GitHub's API may supply
+              // fallback targets; a shared commit alone does not identify a fork.
+              candidates = await github.paginate(
+                github.rest.repos.listPullRequestsAssociatedWithCommit, {
+                  ...context.repo, commit_sha: run.head_sha, per_page: 100
+                });
+            }
+            const prs = candidates.filter(matchesRun);
+            if (prs.length !== 1) {
+              core.notice('No unique open PR matches the run head and repositories. Skipping comment.');
+              return;
+            }
+            // Recheck current state after discovery, including API fallback results.
+            const {data: pr} = await github.rest.pulls.get({
+              ...context.repo, pull_number: prs[0].number
+            });
+            if (!matchesRun(pr)) {
+              core.notice('PR no longer matches the run. Skipping comment.');
+              return;
+            }
+            core.setOutput('number', pr.number);
+
+      - name: Download feedback
+        if: steps.target.outputs.number != ''
+        uses: actions/download-artifact@v4
+        with:
+          # Unlike name, pattern succeeds with zero artifacts (normal for passing CI).
+          pattern: ${{ github.event.workflow_run.name == 'PR Check' && 'pr-check-output' || 'ci-*-output' }}
+          path: ${{ runner.temp }}/feedback
+          github-token: ${{ github.token }}
+          run-id: ${{ github.event.workflow_run.id }}
+
+      - name: Post or update feedback
+        if: steps.target.outputs.number != ''
+        uses: actions/github-script@v7
+        env:
+          PR_NUMBER: ${{ steps.target.outputs.number }}
+        with:
+          script: |
+            const fs = require('fs');
+            const path = require('path');
+            const run = context.payload.workflow_run;
+            const names = run.name === 'PR Check'
+              ? ['pr-check-output'] : ['ci-readme-output', 'ci-render-output'];
+            const feedback = names.map(name => ({
+              name, file: path.join(process.env.RUNNER_TEMP, 'feedback', name, 'comment.md')
+            })).filter(({file}) => fs.existsSync(file));
+            if (!feedback.length) {
+              core.notice('No feedback artifacts were produced. Nothing to comment.');
+              return;
+            }
+            const issue_number = Number(process.env.PR_NUMBER);
+            const comments = await github.paginate(github.rest.issues.listComments, {
+              ...context.repo, issue_number, per_page: 100
+            });
+            for (const {name, file} of feedback) {
+              const stat = fs.lstatSync(file);
+              if (!stat.isFile() || stat.size > 60000) {
+                core.warning(`Ignoring invalid or oversized feedback from ${name}`);
+                continue;
+              }
+              const text = fs.readFileSync(file, 'utf8').trim();
+              if (!text) continue;
+              const marker = `<!-- dynamic-analysis-${name} -->`;
+              const body = `${marker}\n${text}\n\n[Workflow logs](${run.html_url})`;
+              const existing = comments.find(c =>
+                c.user.login === 'github-actions[bot]' && c.user.type === 'Bot' &&
+                c.body.startsWith(marker));
+              if (existing) {
+                await github.rest.issues.updateComment({
+                  ...context.repo, comment_id: existing.id, body
+                });
+              } else {
+                await github.rest.issues.createComment({
+                  ...context.repo, issue_number, body
+                });
+              }
+            }
diff --git a/.github/workflows/render.yml b/.github/workflows/render.yml
index 8877e57..a502971 100644
--- a/.github/workflows/render.yml
+++ b/.github/workflows/render.yml
@@ -4,18 +4,33 @@ on:
   push:
     branches: [master]
 
+permissions:
+  contents: write
+
+concurrency:
+  group: render-master
+  cancel-in-progress: false
+
 jobs:
   build:
     runs-on: ubuntu-latest
     steps:
-      - uses: actions/checkout@v2
-        
+      - uses: actions/checkout@v4
+        with:
+          ref: master
+
+      - name: Install Rust toolchain
+        uses: dtolnay/rust-toolchain@stable
+
       - name: Render list
         run: make render
-        
-      - uses: stefanzweifel/git-auto-commit-action@v4.1.2
+        env:
+          GITHUB_TOKEN: ${{ github.token }}
+
+      - uses: stefanzweifel/git-auto-commit-action@v5
         with:
-          branch: ${{ github.head_ref }}
+          branch: master
+          file_pattern: README.md data/api
           commit_message: Commit list
           commit_user_name: Analysis Tools Bot
           commit_user_email: bot@analysis-tools.dev
diff --git a/Makefile b/Makefile
index 50962d6..f88df26 100644
--- a/Makefile
+++ b/Makefile
@@ -16,23 +16,23 @@ help:
 
 # Main rendering targets
 render:
-	cargo run --manifest-path data/render/Cargo.toml -- --tags data/tags.yml --tools data/tools --md-out README.md --json-out data/api
+	cargo run --locked --manifest-path ci/Cargo.toml -p render -- --tags data/tags.yml --tools data/tools --md-out README.md --json-out data/api
 
 render-skip-deprecated:
-	cargo run --manifest-path data/render/Cargo.toml -- --tags data/tags.yml --tools data/tools --md-out README.md --json-out data/api --skip-deprecated
+	cargo run --locked --manifest-path ci/Cargo.toml -p render -- --tags data/tags.yml --tools data/tools --md-out README.md --json-out data/api --skip-deprecated
 
 # Development targets
 check:
-	cargo check --manifest-path data/render/Cargo.toml
+	cargo check --locked --workspace --manifest-path ci/Cargo.toml
 
 clippy:
-	cargo clippy --manifest-path data/render/Cargo.toml -- -D warnings
+	cargo clippy --locked --workspace --manifest-path ci/Cargo.toml -- -D warnings
 
 fmt:
-	cargo fmt --manifest-path data/render/Cargo.toml
+	cargo fmt --all --manifest-path ci/Cargo.toml
 
 test:
-	cargo test --manifest-path data/render/Cargo.toml
+	cargo test --locked --workspace --manifest-path ci/Cargo.toml
 
 clean:
-	cargo clean --manifest-path data/render/Cargo.toml
\ No newline at end of file
+	cargo clean --manifest-path ci/Cargo.toml
diff --git a/ci/.gitignore b/ci/.gitignore
new file mode 100644
index 0000000..b83d222
--- /dev/null
+++ b/ci/.gitignore
@@ -0,0 +1 @@
+/target/
diff --git a/ci/Cargo.lock b/ci/Cargo.lock
new file mode 100644
index 0000000..ee185e7
--- /dev/null
+++ b/ci/Cargo.lock
@@ -0,0 +1,2251 @@
+# This file is automatically @generated by Cargo.
+# It is not intended for manual editing.
+version = 4
+
+[[package]]
+name = "addr2line"
+version = "0.25.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "1b5d307320b3181d6d7954e663bd7c774a838b8220fe0593c86d9fb09f498b4b"
+dependencies = [
+ "gimli",
+]
+
+[[package]]
+name = "adler2"
+version = "2.0.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "320119579fcad9c21884f5c4861d16174d0e06250625266f50fe6898340abefa"
+
+[[package]]
+name = "aho-corasick"
+version = "1.1.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "ddd31a130427c27518df266943a5308ed92d4b226cc639f5a8f1002816174301"
+dependencies = [
+ "memchr",
+]
+
+[[package]]
+name = "android_system_properties"
+version = "0.1.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "819e7219dbd41043ac279b19830f2efc897156490d7fd6ea916720117ee66311"
+dependencies = [
+ "libc",
+]
+
+[[package]]
+name = "annotate-snippets"
+version = "0.12.16"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "f211a51805bc641f3ad5b7664c77d2547af685cc33b4cd8d31964027a46f13f1"
+dependencies = [
+ "anstyle",
+ "memchr",
+ "unicode-width",
+]
+
+[[package]]
+name = "anstyle"
+version = "1.0.14"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "940b3a0ca603d1eade50a4846a2afffd5ef57a9feac2c0e2ec2e14f9ead76000"
+
+[[package]]
+name = "anyhow"
+version = "1.0.102"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "7f202df86484c868dbad7eaa557ef785d5c66295e41b460ef922eca0723b842c"
+
+[[package]]
+name = "arraydeque"
+version = "0.5.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "7d902e3d592a523def97af8f317b08ce16b7ab854c1985a0c671e6f15cebc236"
+
+[[package]]
+name = "askama"
+version = "0.12.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "b79091df18a97caea757e28cd2d5fda49c6cd4bd01ddffd7ff01ace0c0ad2c28"
+dependencies = [
+ "askama_derive",
+ "askama_escape",
+ "humansize",
+ "num-traits",
+ "percent-encoding",
+]
+
+[[package]]
+name = "askama_derive"
+version = "0.12.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "19fe8d6cb13c4714962c072ea496f3392015f0989b1a2847bb4b2d9effd71d83"
+dependencies = [
+ "askama_parser",
+ "basic-toml",
+ "mime",
+ "mime_guess",
+ "proc-macro2",
+ "quote",
+ "serde",
+ "syn",
+]
+
+[[package]]
+name = "askama_escape"
+version = "0.10.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "619743e34b5ba4e9703bba34deac3427c72507c7159f5fd030aea8cac0cfe341"
+
+[[package]]
+name = "askama_parser"
+version = "0.2.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "acb1161c6b64d1c3d83108213c2a2533a342ac225aabd0bda218278c2ddb00c0"
+dependencies = [
+ "nom",
+]
+
+[[package]]
+name = "autocfg"
+version = "1.5.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "c08606f8c3cbf4ce6ec8e28fb0014a2c086708fe954eaa885384a6165172e7e8"
+
+[[package]]
+name = "backtrace"
+version = "0.3.76"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "bb531853791a215d7c62a30daf0dde835f381ab5de4589cfe7c649d2cbe92bd6"
+dependencies = [
+ "addr2line",
+ "cfg-if",
+ "libc",
+ "miniz_oxide",
+ "object",
+ "rustc-demangle",
+ "windows-link",
+]
+
+[[package]]
+name = "base64"
+version = "0.12.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "3441f0f7b02788e948e47f457ca01f1d7e6d92c693bc132c22b087d3141c03ff"
+
+[[package]]
+name = "base64"
+version = "0.13.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "9e1b586273c5702936fe7b7d6896644d8be71e6314cfe09d3167c95f712589e8"
+
+[[package]]
+name = "base64"
+version = "0.21.7"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "9d297deb1925b89f2ccc13d7635fa0714f12c87adce1c75356b39ca9b7178567"
+
+[[package]]
+name = "base64"
+version = "0.22.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "72b3254f16251a8381aa12e40e3c4d2f0199f8c6508fbecb9d91f575e0fbb8c6"
+
+[[package]]
+name = "basic-toml"
+version = "0.1.10"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "ba62675e8242a4c4e806d12f11d136e626e6c8361d6b829310732241652a178a"
+dependencies = [
+ "serde",
+]
+
+[[package]]
+name = "bitflags"
+version = "1.3.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "bef38d45163c2f1dde094a7dfd33ccf595c92905c8f8f4fdc18d06fb1037718a"
+
+[[package]]
+name = "bitflags"
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+ "windows_aarch64_msvc 0.48.5",
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+ "windows_i686_msvc 0.48.5",
+ "windows_x86_64_gnu 0.48.5",
+ "windows_x86_64_gnullvm 0.48.5",
+ "windows_x86_64_msvc 0.48.5",
+]
+
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+ "windows_aarch64_msvc 0.52.6",
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+ "windows_i686_gnullvm",
+ "windows_i686_msvc 0.52.6",
+ "windows_x86_64_gnu 0.52.6",
+ "windows_x86_64_gnullvm 0.52.6",
+ "windows_x86_64_msvc 0.52.6",
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+
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+checksum = "524e57b2c537c0f9b1e69f1965311ec12182b4122e45035b1508cd24d2adadb1"
+dependencies = [
+ "cfg-if",
+ "windows-sys 0.48.0",
+]
+
+[[package]]
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+checksum = "a277a57398d4bfa075df44f501a17cfdf8542d224f0d36095a2adc7aee4ef0a5"
+dependencies = [
+ "cfg-if",
+ "windows-sys 0.48.0",
+]
+
+[[package]]
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+checksum = "d7249219f66ced02969388cf2bb044a09756a083d0fab1e566056b04d9fbcaa5"
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+ "wit-bindgen-rust-macro",
+]
+
+[[package]]
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+ "anyhow",
+ "heck",
+ "wit-parser",
+]
+
+[[package]]
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+ "anyhow",
+ "heck",
+ "indexmap",
+ "prettyplease",
+ "syn",
+ "wasm-metadata",
+ "wit-bindgen-core",
+ "wit-component",
+]
+
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+ "anyhow",
+ "prettyplease",
+ "proc-macro2",
+ "quote",
+ "syn",
+ "wit-bindgen-core",
+ "wit-bindgen-rust",
+]
+
+[[package]]
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+dependencies = [
+ "anyhow",
+ "bitflags 2.11.0",
+ "indexmap",
+ "log",
+ "serde",
+ "serde_derive",
+ "serde_json",
+ "wasm-encoder",
+ "wasm-metadata",
+ "wasmparser",
+ "wit-parser",
+]
+
+[[package]]
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+ "anyhow",
+ "id-arena",
+ "indexmap",
+ "log",
+ "semver",
+ "serde",
+ "serde_derive",
+ "serde_json",
+ "unicode-xid",
+ "wasmparser",
+]
+
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+
+[[package]]
+name = "zmij"
+version = "1.0.21"
+source = "registry+https://github.com/rust-lang/crates.io-index"
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diff --git a/ci/Cargo.toml b/ci/Cargo.toml
new file mode 100644
index 0000000..cbb6b1b
--- /dev/null
+++ b/ci/Cargo.toml
@@ -0,0 +1,17 @@
+[workspace]
+members = [
+    "render",
+    "pr-check",
+]
+resolver = "2"
+
+[workspace.dependencies]
+anyhow = "1.0"
+askama = "0.12"
+chrono = { version = "0.4", features = ["serde"] }
+pico-args = "0.5"
+serde = { version = "1.0", features = ["derive"] }
+serde_derive = "1.0"
+serde_json = "1.0"
+serde-saphyr = { version = "1.2", default-features = false, features = ["deserialize"] }
+tokio = { version = "1", features = ["rt-multi-thread", "macros"] }
\ No newline at end of file
diff --git a/ci/pr-check/Cargo.toml b/ci/pr-check/Cargo.toml
new file mode 100644
index 0000000..43e4713
--- /dev/null
+++ b/ci/pr-check/Cargo.toml
@@ -0,0 +1,38 @@
+[package]
+name = "pr-check"
+version = "0.1.0"
+edition = "2024"
+description = "Checks pull requests against contributing criteria"
+license = "MIT"
+repository = "https://github.com/analysis-tools-dev/dynamic-analysis"
+publish = false
+
+[lints.clippy]
+# Keep standard checks and targeted reliability restrictions. Broad opt-in
+# groups and documentation/printing restrictions are deferred from the sister policy.
+correctness = { level = "deny", priority = -1 }
+style = { level = "warn", priority = -1 }
+complexity = { level = "warn", priority = -1 }
+perf = { level = "warn", priority = -1 }
+suspicious = { level = "warn", priority = -1 }
+
+unwrap_used = "deny"
+expect_used = "warn"
+panic = "deny"
+unimplemented = "deny"
+unreachable = "deny"
+todo = "warn"
+
+dbg_macro = "warn"
+
+
+[dependencies]
+anyhow = { workspace = true }
+askama = { workspace = true }
+chrono = { workspace = true }
+pico-args = { workspace = true }
+serde = { workspace = true }
+serde_json = { workspace = true }
+serde-saphyr = { workspace = true }
+tokio = { workspace = true }
+reqwest = { version = "0.12", features = ["json", "rustls-tls"], default-features = false }
\ No newline at end of file
diff --git a/ci/pr-check/src/main.rs b/ci/pr-check/src/main.rs
new file mode 100644
index 0000000..ba5efe7
--- /dev/null
+++ b/ci/pr-check/src/main.rs
@@ -0,0 +1,576 @@
+//! PR contribution checker for analysis-tools-dev/dynamic-analysis.
+//!
+//! Reads new or modified YAML files under `data/tools/` that were introduced
+//! by a pull request, fetches metadata from the GitHub API for each tool's
+//! source repository, and evaluates each tool against the contributing
+//! criteria:
+//!
+//! - More than 20 stars
+//! - More than one contributor
+//! - Repository is at least 3 months old
+//!
+//! The results are either posted as a single comment on the PR (updating an
+//! existing bot comment if one already exists) or written to a file when the
+//! `COMMENT_OUTPUT_FILE` environment variable is set. The latter mode is used
+//! in CI to work around the GitHub Actions restriction that prevents fork PRs
+//! from writing to the base repository. A separate `pr-comment` workflow then
+//! picks up the file and posts the comment with the necessary permissions.
+//!
+//! The process exits with a non-zero status code when any hard criterion is
+//! not met, causing CI to fail.
+//!
+//! Expected environment variables:
+//!   GITHUB_TOKEN        - a token for GitHub API reads; `pull-requests: write`
+//!                         is required only when posting comments directly
+//!                         (COMMENT_OUTPUT_FILE is unset)
+//!   GITHUB_REPOSITORY   - owner/repo, e.g. "analysis-tools-dev/dynamic-analysis"
+//!   PR_NUMBER           - the pull request number
+//!   COMMENT_OUTPUT_FILE - (optional) path to write the rendered comment body
+//!                         to instead of posting it directly via the API.
+
+use anyhow::{Context, Result, bail};
+use askama::Template;
+use chrono::{DateTime, Duration, Utc};
+use serde::Deserialize;
+use std::collections::HashMap;
+use std::env;
+use std::path::{Path, PathBuf};
+
+/// A minimal tool entry parsed from `data/tools/<name>.yml`.
+/// Only the fields needed for the contributing criteria check are required.
+#[derive(Debug, Deserialize)]
+struct ToolEntry {
+    name: String,
+    source: Option<String>,
+}
+
+/// Response from `GET /repos/{owner}/{repo}`.
+#[derive(Debug, Deserialize)]
+struct RepoInfo {
+    stargazers_count: u64,
+    created_at: DateTime<Utc>,
+}
+
+/// One item from `GET /repos/{owner}/{repo}/contributors`.
+#[derive(Debug, Deserialize)]
+struct Contributor {
+    #[serde(rename = "type")]
+    account_type: String,
+}
+
+/// One PR comment from `GET /repos/{owner}/{repo}/issues/{pr}/comments`.
+#[derive(Debug, Deserialize)]
+struct IssueComment {
+    id: u64,
+    body: String,
+}
+
+const MIN_STARS: u64 = 20;
+const MIN_CONTRIBUTORS: usize = 2;
+const MIN_AGE_DAYS: i64 = 90;
+
+// Marker text embedded in every comment we post so we can find and update it.
+const COMMENT_MARKER: &str = "<!-- pr-check-bot -->";
+
+/// The outcome of one criterion check.
+#[derive(Debug)]
+enum CheckResult {
+    Pass(String),
+    Fail(String),
+    Skip(String),
+}
+
+impl CheckResult {
+    fn is_fail(&self) -> bool {
+        matches!(self, Self::Fail(_))
+    }
+
+    fn symbol(&self) -> &'static str {
+        match self {
+            Self::Pass(_) => "pass",
+            Self::Fail(_) => "fail",
+            Self::Skip(_) => "skip",
+        }
+    }
+
+    fn message(&self) -> &str {
+        match self {
+            Self::Pass(m) | Self::Fail(m) | Self::Skip(m) => m,
+        }
+    }
+}
+
+/// All checks for a single tool.
+#[derive(Debug)]
+struct ToolReport {
+    name: String,
+    source: Option<String>,
+    stars: CheckResult,
+    contributors: CheckResult,
+    age: CheckResult,
+    /// Non-GitHub source repositories cannot be checked automatically.
+    note: Option<String>,
+}
+
+impl ToolReport {
+    fn any_fail(&self) -> bool {
+        self.stars.is_fail() || self.contributors.is_fail() || self.age.is_fail()
+    }
+
+    fn status(&self) -> &'static str {
+        if self.any_fail() { "FAIL" } else { "PASS" }
+    }
+}
+
+#[derive(Template)]
+#[template(path = "comment.md")]
+struct CommentTemplate<'a> {
+    marker: &'a str,
+    reports: &'a [ToolReport],
+    any_failures: bool,
+}
+
+struct GithubClient {
+    client: reqwest::Client,
+    token: String,
+}
+
+impl GithubClient {
+    /// Creates a new client.
+    ///
+    /// # Errors
+    ///
+    /// Returns an error if the `reqwest` client cannot be constructed.
+    fn new(token: String) -> Result<Self> {
+        let client = reqwest::Client::builder()
+            .user_agent("pr-check-bot/1.0 (analysis-tools-dev)")
+            .build()
+            .context("Failed to build HTTP client")?;
+        Ok(Self { client, token })
+    }
+
+    /// Sends an authenticated GET request and deserialises the JSON body.
+    ///
+    /// # Errors
+    ///
+    /// Returns an error on network failure or if the response cannot be
+    /// deserialised as `T`.
+    async fn get<T: for<'de> Deserialize<'de>>(&self, url: &str) -> Result<Option<T>> {
+        let resp = self
+            .client
+            .get(url)
+            .header("Authorization", format!("Bearer {}", self.token))
+            .header("Accept", "application/vnd.github+json")
+            .header("X-GitHub-Api-Version", "2022-11-28")
+            .send()
+            .await
+            .with_context(|| format!("GET {url} failed"))?;
+
+        let status = resp.status();
+        if status == reqwest::StatusCode::NOT_FOUND {
+            return Ok(None);
+        }
+        if !status.is_success() {
+            let body = resp.text().await.unwrap_or_default();
+            bail!("GET {url} returned {status}: {body}");
+        }
+
+        resp.json::<T>()
+            .await
+            .with_context(|| format!("Failed to deserialise response from {url}"))
+            .map(Some)
+    }
+
+    /// Fetches repository metadata.
+    ///
+    /// # Errors
+    ///
+    /// Returns an error if the API call fails.
+    async fn repo_info(&self, owner: &str, repo: &str) -> Result<Option<RepoInfo>> {
+        let url = format!("https://api.github.com/repos/{owner}/{repo}");
+        self.get::<RepoInfo>(&url).await
+    }
+
+    /// Fetches the contributor list (up to 100, which is enough to confirm
+    /// whether there is more than one human contributor).
+    ///
+    /// # Errors
+    ///
+    /// Returns an error if the API call fails.
+    async fn contributor_count(&self, owner: &str, repo: &str) -> Result<Option<usize>> {
+        let url =
+            format!("https://api.github.com/repos/{owner}/{repo}/contributors?per_page=100&anon=0");
+        let Some(contributors) = self.get::<Vec<Contributor>>(&url).await? else {
+            return Ok(None);
+        };
+        // Exclude bot accounts from the contributor count.
+        let human_count = contributors
+            .iter()
+            .filter(|c| c.account_type != "Bot")
+            .count();
+        Ok(Some(human_count))
+    }
+
+    /// Lists all comments on a PR/issue.
+    ///
+    /// # Errors
+    ///
+    /// Returns an error if the API call fails.
+    async fn list_pr_comments(&self, repo: &str, pr: u64) -> Result<Vec<IssueComment>> {
+        let url = format!("https://api.github.com/repos/{repo}/issues/{pr}/comments?per_page=100");
+        self.get::<Vec<IssueComment>>(&url)
+            .await?
+            .with_context(|| format!("PR {pr} not found in {repo}"))
+    }
+
+    /// Creates a new PR comment.
+    ///
+    /// # Errors
+    ///
+    /// Returns an error if the API call fails.
+    async fn create_pr_comment(&self, repo: &str, pr: u64, body: &str) -> Result<()> {
+        let url = format!("https://api.github.com/repos/{repo}/issues/{pr}/comments");
+        let mut payload = HashMap::new();
+        payload.insert("body", body);
+
+        let resp = self
+            .client
+            .post(&url)
+            .header("Authorization", format!("Bearer {}", self.token))
+            .header("Accept", "application/vnd.github+json")
+            .header("X-GitHub-Api-Version", "2022-11-28")
+            .json(&payload)
+            .send()
+            .await
+            .with_context(|| format!("POST {url} failed"))?;
+
+        let status = resp.status();
+        if !status.is_success() {
+            let body = resp.text().await.unwrap_or_default();
+            bail!("POST {url} returned {status}: {body}");
+        }
+        Ok(())
+    }
+
+    /// Updates an existing PR comment.
+    ///
+    /// # Errors
+    ///
+    /// Returns an error if the API call fails.
+    async fn update_pr_comment(&self, repo: &str, comment_id: u64, body: &str) -> Result<()> {
+        let url = format!("https://api.github.com/repos/{repo}/issues/comments/{comment_id}");
+        let mut payload = HashMap::new();
+        payload.insert("body", body);
+
+        let resp = self
+            .client
+            .patch(&url)
+            .header("Authorization", format!("Bearer {}", self.token))
+            .header("Accept", "application/vnd.github+json")
+            .header("X-GitHub-Api-Version", "2022-11-28")
+            .json(&payload)
+            .send()
+            .await
+            .with_context(|| format!("PATCH {url} failed"))?;
+
+        let status = resp.status();
+        if !status.is_success() {
+            let body = resp.text().await.unwrap_or_default();
+            bail!("PATCH {url} returned {status}: {body}");
+        }
+        Ok(())
+    }
+}
+
+/// Parses `owner` and `repo` out of a GitHub URL like
+/// `https://github.com/owner/repo` or `https://github.com/owner/repo/`.
+/// Returns `None` for non-GitHub URLs or malformed paths.
+fn parse_github_repo(url: &str) -> Option<(String, String)> {
+    let url = url.trim_end_matches('/');
+    let without_scheme = url
+        .strip_prefix("https://github.com/")
+        .or_else(|| url.strip_prefix("http://github.com/"))?;
+
+    let parts: Vec<&str> = without_scheme.splitn(3, '/').collect();
+    if parts.len() < 2 || parts[0].is_empty() || parts[1].is_empty() {
+        return None;
+    }
+    // Reject sub-paths inside a repo (e.g. /tree/main/…).
+    if parts.len() == 3 && !parts[2].is_empty() {
+        return None;
+    }
+    Some((parts[0].to_owned(), parts[1].to_owned()))
+}
+
+/// Reads and deserialises a single tool YAML file.
+///
+/// # Errors
+///
+/// Returns an error if the file cannot be read or parsed.
+fn read_tool(path: &Path) -> Result<ToolEntry> {
+    let f = std::fs::File::open(path).with_context(|| format!("Cannot open {}", path.display()))?;
+    serde_saphyr::from_reader(f).with_context(|| format!("Cannot parse {}", path.display()))
+}
+
+/// Runs all contributing-criteria checks for one tool.
+///
+/// # Errors
+///
+/// Returns an error only for unexpected failures (network, auth). Missing
+/// criteria produce `CheckResult::Fail` values, not errors.
+async fn check_tool(client: &GithubClient, tool: &ToolEntry) -> Result<ToolReport> {
+    let source = tool.source.clone();
+
+    let gh_coords = source.as_deref().and_then(parse_github_repo);
+
+    if let Some((owner, repo)) = gh_coords {
+        let repo_result = client.repo_info(&owner, &repo).await;
+        let contributors_result = client.contributor_count(&owner, &repo).await;
+
+        let stars_check = match &repo_result {
+            Ok(Some(info)) => {
+                let s = info.stargazers_count;
+                if s >= MIN_STARS {
+                    CheckResult::Pass(format!("{s} stars"))
+                } else {
+                    CheckResult::Fail(format!("{s} stars (minimum is {MIN_STARS})"))
+                }
+            }
+            Ok(None) => CheckResult::Skip("repository not found".into()),
+            Err(e) => CheckResult::Fail(format!("Could not fetch repo info: {e}")),
+        };
+
+        let age_check = match &repo_result {
+            Ok(Some(info)) => {
+                let age = Utc::now().signed_duration_since(info.created_at);
+                let days = age.num_days();
+                let months = days / 30;
+                if age >= Duration::days(MIN_AGE_DAYS) {
+                    CheckResult::Pass(format!("created {days} days ago (~{months} months)"))
+                } else {
+                    let remaining = MIN_AGE_DAYS - days;
+                    CheckResult::Fail(format!(
+                        "created {days} days ago, needs {remaining} more days to meet the 3-month minimum"
+                    ))
+                }
+            }
+            Ok(None) => CheckResult::Skip("repository not found".into()),
+            Err(_) => CheckResult::Skip("Could not determine age (repo info unavailable)".into()),
+        };
+
+        let contributors_check = match contributors_result {
+            Ok(Some(count)) => {
+                if count >= MIN_CONTRIBUTORS {
+                    CheckResult::Pass(format!("{count} contributors"))
+                } else {
+                    CheckResult::Fail(format!(
+                        "{count} contributor(s) (minimum is {MIN_CONTRIBUTORS})"
+                    ))
+                }
+            }
+            Ok(None) => CheckResult::Skip("repository not found".into()),
+            Err(e) => CheckResult::Fail(format!("Could not fetch contributors: {e}")),
+        };
+
+        let repo_not_found = matches!(repo_result, Ok(None));
+        let note = repo_not_found.then_some(
+            "The source URL returned a 404. Please check that the repository exists and is public.",
+        );
+
+        Ok(ToolReport {
+            name: tool.name.to_string(),
+            source,
+            stars: stars_check,
+            contributors: contributors_check,
+            age: age_check,
+            note: note.map(str::to_owned),
+        })
+    } else {
+        // No source or non-GitHub source. This is fine for proprietary or
+        // hosted tools. Skip automated checks and leave a note for manual review.
+        let note = "No GitHub source URL found. Automated checks for stars, contributor count, \
+                    and age are not possible. Please verify the contributing criteria manually.";
+
+        Ok(ToolReport {
+            name: tool.name.to_string(),
+            source,
+            stars: CheckResult::Skip("N/A".into()),
+            contributors: CheckResult::Skip("N/A".into()),
+            age: CheckResult::Skip("N/A".into()),
+            note: Some(note.into()),
+        })
+    }
+}
+
+/// Renders all tool reports into a Markdown comment body.
+///
+/// # Errors
+///
+/// Returns an error if the template fails to render.
+fn render_comment(reports: &[ToolReport]) -> Result<String> {
+    let any_failures = reports.iter().any(|r| r.any_fail());
+    CommentTemplate {
+        marker: COMMENT_MARKER,
+        reports,
+        any_failures,
+    }
+    .render()
+    .context("Failed to render comment template")
+}
+
+/// Posts or updates the bot comment on the PR.
+///
+/// # Errors
+///
+/// Returns an error if the GitHub API calls fail.
+async fn upsert_comment(client: &GithubClient, repo: &str, pr: u64, body: &str) -> Result<()> {
+    let comments = client.list_pr_comments(repo, pr).await?;
+
+    let existing = comments.iter().find(|c| c.body.contains(COMMENT_MARKER));
+
+    match existing {
+        Some(c) => client.update_pr_comment(repo, c.id, body).await,
+        None => client.create_pr_comment(repo, pr, body).await,
+    }
+}
+
+/// Parses a PR number from a string.
+///
+/// # Errors
+///
+/// Returns an error if the string is not a valid integer.
+fn parse_pr_number(s: &str) -> Result<u64> {
+    s.trim()
+        .parse::<u64>()
+        .with_context(|| format!("Invalid PR number: {s}"))
+}
+
+#[tokio::main]
+async fn main() -> Result<()> {
+    let token = env::var("GITHUB_TOKEN").context("GITHUB_TOKEN not set")?;
+    let gh_repo = env::var("GITHUB_REPOSITORY").context("GITHUB_REPOSITORY not set")?;
+    let pr_number_str = env::var("PR_NUMBER").context("PR_NUMBER not set")?;
+    let pr_number = parse_pr_number(&pr_number_str)?;
+
+    // Remaining CLI arguments are the paths to check.
+    // Usage: pr-check data/tools/foo.yml data/tools/bar.yml
+    let pico = pico_args::Arguments::from_env();
+    let tool_paths: Vec<PathBuf> = pico.finish().into_iter().map(PathBuf::from).collect();
+
+    let tool_paths: Vec<PathBuf> = tool_paths
+        .into_iter()
+        .filter(|p| {
+            p.starts_with("data/tools")
+                && matches!(
+                    p.extension().and_then(|e| e.to_str()),
+                    Some("yml") | Some("yaml")
+                )
+        })
+        .collect();
+
+    let client = GithubClient::new(token)?;
+
+    let mut reports = Vec::new();
+    for path in &tool_paths {
+        let tool = read_tool(path).with_context(|| format!("Failed to read {}", path.display()))?;
+        eprintln!("Checking '{}'...", tool.name);
+        let report = check_tool(&client, &tool).await?;
+        reports.push(report);
+    }
+
+    let comment_body = render_comment(&reports)?;
+
+    // If COMMENT_OUTPUT_FILE is set, write the comment to that file instead of
+    // posting it via the API. This is used by the `pull_request` CI workflow to
+    // avoid the 403 that GitHub returns when a fork PR tries to write comments.
+    // A separate `pr-comment` workflow picks up the file and posts the comment
+    // with the write permissions it has as a `workflow_run` job.
+    if let Ok(output_file) = env::var("COMMENT_OUTPUT_FILE") {
+        if let Some(parent) = std::path::Path::new(&output_file).parent() {
+            std::fs::create_dir_all(parent)
+                .with_context(|| format!("Failed to create directory for {output_file}"))?;
+        }
+        std::fs::write(&output_file, &comment_body)
+            .with_context(|| format!("Failed to write comment to {output_file}"))?;
+        eprintln!("Comment written to {output_file}");
+    } else {
+        upsert_comment(&client, &gh_repo, pr_number, &comment_body).await?;
+    }
+
+    let any_failures = reports.iter().any(|r| r.any_fail());
+    if any_failures {
+        eprintln!("One or more tools failed the contributing criteria check.");
+        std::process::exit(1);
+    }
+
+    Ok(())
+}
+
+#[cfg(test)]
+mod tests {
+    use super::*;
+
+    #[test]
+    fn parses_catalog() -> Result<()> {
+        let tools = Path::new(env!("CARGO_MANIFEST_DIR")).join("../../data/tools");
+        let mut count = 0;
+        let mut found_bap = false;
+        for entry in std::fs::read_dir(tools)? {
+            let path = entry?.path();
+            if path
+                .extension()
+                .is_some_and(|ext| ext == "yml" || ext == "yaml")
+            {
+                let tool = read_tool(&path)?;
+                assert!(!tool.name.is_empty(), "{}", path.display());
+                found_bap |= tool.name == "BAP";
+                count += 1;
+            }
+        }
+        assert!(count > 0);
+        assert!(found_bap);
+        Ok(())
+    }
+
+    #[test]
+    fn parses_plain_github_url() {
+        let result = parse_github_repo("https://github.com/owner/repo");
+        assert_eq!(result, Some(("owner".into(), "repo".into())));
+    }
+
+    #[test]
+    fn parses_trailing_slash() {
+        let result = parse_github_repo("https://github.com/owner/repo/");
+        assert_eq!(result, Some(("owner".into(), "repo".into())));
+    }
+
+    #[test]
+    fn rejects_subpath() {
+        let result = parse_github_repo("https://github.com/owner/repo/tree/main/subdir");
+        assert!(result.is_none());
+    }
+
+    #[test]
+    fn rejects_gitlab() {
+        let result = parse_github_repo("https://gitlab.com/owner/repo");
+        assert!(result.is_none());
+    }
+
+    #[test]
+    fn rejects_missing_repo() {
+        let result = parse_github_repo("https://github.com/owner");
+        assert!(result.is_none());
+    }
+
+    #[test]
+    fn render_comment_no_files() {
+        let comment = render_comment(&[]).unwrap();
+        assert!(comment.contains("No new tool files detected"));
+    }
+
+    #[test]
+    fn render_comment_contains_marker() {
+        let comment = render_comment(&[]).unwrap();
+        assert!(comment.contains(COMMENT_MARKER));
+    }
+}
diff --git a/ci/pr-check/templates/comment.md b/ci/pr-check/templates/comment.md
new file mode 100644
index 0000000..19c1980
--- /dev/null
+++ b/ci/pr-check/templates/comment.md
@@ -0,0 +1,32 @@
+{{ marker }}
+## Contributing criteria check
+
+{% if reports.is_empty() %}
+No new tool files detected in `data/tools/`. Nothing to check.
+{% else %}
+{% for report in reports %}
+### [{{ report.status() }}] `{{ report.name }}`
+
+{% if let Some(src) = report.source.as_ref() %}
+Source: {{ src }}
+
+{% endif %}
+{% if let Some(note) = report.note.as_ref() %}
+> **Note:** {{ note }}
+
+{% endif %}
+| Criterion | Result |
+|---|---|
+| Stars (min 20) | {{ report.stars.symbol() }} {{ report.stars.message() }} |
+| Contributors (min 2) | {{ report.contributors.symbol() }} {{ report.contributors.message() }} |
+| Age (min 3 months) | {{ report.age.symbol() }} {{ report.age.message() }} |
+
+{% endfor %}
+---
+
+{% if any_failures %}
+One or more tools do not meet the [contributing criteria](CONTRIBUTING.md) yet. We will keep this PR open. Feel free to update it once the thresholds are met.
+{% else %}
+All criteria passed. Thank you for your contribution.
+{% endif %}
+{% endif %}
\ No newline at end of file
diff --git a/data/render/.gitignore b/ci/render/.gitignore
similarity index 100%
rename from data/render/.gitignore
rename to ci/render/.gitignore
diff --git a/ci/render/Cargo.toml b/ci/render/Cargo.toml
new file mode 100644
index 0000000..4ba540d
--- /dev/null
+++ b/ci/render/Cargo.toml
@@ -0,0 +1,48 @@
+[package]
+name = "render"
+version = "0.2.0"
+authors = ["Matthias Endler <matthias-endler@gmx.net>"]
+edition = "2024"
+description = "Dynamic analysis tools catalog renderer"
+license = "MIT"
+repository = "https://github.com/analysis-tools-dev/dynamic-analysis"
+keywords = ["dynamic-analysis", "fuzzing", "profiling", "tools", "catalog"]
+categories = ["development-tools"]
+publish = false
+
+[lints.clippy]
+# Keep standard checks and targeted reliability restrictions. Broad opt-in
+# groups and documentation/printing restrictions are deferred from the sister policy.
+correctness = { level = "deny", priority = -1 }
+
+# Style lints
+style = { level = "warn", priority = -1 }
+complexity = { level = "warn", priority = -1 }
+perf = { level = "warn", priority = -1 }
+suspicious = { level = "warn", priority = -1 }
+
+
+unwrap_used = "deny"
+expect_used = "warn"
+panic = "deny"
+unimplemented = "deny"
+unreachable = "deny"
+todo = "warn"
+
+dbg_macro = "warn"
+
+
+[dependencies]
+anyhow = { workspace = true }
+chrono = { workspace = true }
+pico-args = { workspace = true }
+serde = { workspace = true }
+serde_derive = { workspace = true }
+serde_json = { workspace = true }
+serde-saphyr = { workspace = true }
+tokio = { workspace = true }
+askama = { workspace = true }
+# Switch back to crates as soon as a new release with tokio 1.x support is
+# released. See https://github.com/softprops/hubcaps/pull/285
+hubcaps = { git="https://github.com/softprops/hubcaps" }
+slug = "0.1.6"
diff --git a/data/render/clippy.toml b/ci/render/clippy.toml
similarity index 100%
rename from data/render/clippy.toml
rename to ci/render/clippy.toml
diff --git a/ci/render/src/bin/main.rs b/ci/render/src/bin/main.rs
new file mode 100644
index 0000000..372bcad
--- /dev/null
+++ b/ci/render/src/bin/main.rs
@@ -0,0 +1,286 @@
+use anyhow::{Context, Result};
+use askama::Template;
+use pico_args::Arguments;
+use render::types::{Entry, ParsedEntry, Tag, Tags, Type};
+use render::{check_deprecated, create_api, create_catalog};
+use slug::slugify;
+use std::collections::BTreeMap;
+use std::env;
+use std::ffi::OsStr;
+use std::fs;
+use std::path::{Path, PathBuf};
+
+struct Args {
+    tags: PathBuf,
+    tools: PathBuf,
+    md_out: PathBuf,
+    json_out: PathBuf,
+    skip_deprecated: bool,
+}
+
+fn parse_path(s: &OsStr) -> Result<PathBuf> {
+    Ok(s.into())
+}
+
+fn read_tags(path: PathBuf) -> Result<Tags> {
+    let f = fs::File::open(&path).with_context(|| format!("Cannot open {}", path.display()))?;
+    serde_saphyr::from_reader(f).with_context(|| format!("Cannot parse {}", path.display()))
+}
+
+fn read_tool(path: &Path, tags: &[Tag]) -> Result<Entry> {
+    let file = fs::File::open(path).with_context(|| format!("Cannot open {}", path.display()))?;
+    let parsed: ParsedEntry = serde_saphyr::from_reader(file)
+        .with_context(|| format!("Cannot parse {}", path.display()))?;
+    Entry::from_parsed(parsed, tags).with_context(|| format!("Invalid tool in {}", path.display()))
+}
+
+fn read_tools(path: PathBuf, tags: &[Tag]) -> Result<Vec<Entry>> {
+    let dir =
+        fs::read_dir(&path).with_context(|| format!("Cannot read directory {}", path.display()))?;
+    let mut tools = Vec::new();
+    for entry in dir {
+        let entry =
+            entry.with_context(|| format!("Cannot read directory entry in {}", path.display()))?;
+        let path = entry.path();
+        if matches!(
+            path.extension().and_then(OsStr::to_str),
+            Some("yml" | "yaml")
+        ) {
+            println!("Checking {}", path.display());
+            tools.push(read_tool(&path, tags)?);
+        }
+    }
+    Ok(tools)
+}
+
+/// Backfills the deprecated field in the tools data from the old tools data.
+fn backfill_deprecated(tools: &mut Vec<Entry>, path: &Path) -> Result<()> {
+    let tools_raw = match fs::read_to_string(path) {
+        Ok(content) => content,
+        Err(_) => return Ok(()), // No old data to backfill from. Skip silently.
+    };
+
+    let old_tools_data: BTreeMap<String, serde_json::Value> = serde_json::from_str(&tools_raw)
+        .with_context(|| format!("Cannot parse {}", path.display()))?;
+
+    for tool in tools {
+        let id = slugify(&tool.name);
+        if let Some(old_tool) = old_tools_data.get(&id) {
+            // Only backfill deprecated if it's not already set
+            if tool.deprecated.is_none() {
+                tool.deprecated = old_tool.get("deprecated").and_then(|d| d.as_bool());
+            }
+        }
+    }
+    Ok(())
+}
+
+fn main() -> Result<()> {
+    let mut args = Arguments::from_env();
+    let args = Args {
+        tags: args.value_from_os_str("--tags", parse_path)?,
+        tools: args.value_from_os_str("--tools", parse_path)?,
+        md_out: args.value_from_os_str("--md-out", parse_path)?,
+        json_out: args.value_from_os_str("--json-out", parse_path)?,
+        skip_deprecated: args.contains("--skip-deprecated"),
+    };
+
+    let tags = read_tags(args.tags)?;
+
+    let mut tools = read_tools(args.tools, &tags)?;
+    tools.sort();
+
+    let should_check_deprecation = !args.skip_deprecated;
+    let github_token = env::var("GITHUB_TOKEN");
+    let old_tools_path = args.json_out.join("tools.json");
+
+    match (should_check_deprecation, github_token) {
+        (true, Ok(token)) => check_deprecated(token, &mut tools)?,
+        (true, Err(_)) => {
+            eprintln!("No GITHUB_TOKEN environment variable found. Reusing old deprecation data.");
+            backfill_deprecated(&mut tools, &old_tools_path)?;
+        }
+        (false, _) => backfill_deprecated(&mut tools, &old_tools_path)?,
+    }
+
+    let languages: Vec<Tag> = tags
+        .clone()
+        .into_iter()
+        .filter(|t| t.tag_type == Type::Language)
+        .collect();
+
+    let other_tags: Vec<Tag> = tags
+        .clone()
+        .into_iter()
+        .filter(|t| t.tag_type == Type::Other)
+        .collect();
+
+    let catalog = create_catalog(&tools, &languages, &other_tags)?;
+    fs::write(&args.md_out, catalog.render()?).context(format!(
+        "Cannot write Markdown output to {}",
+        args.md_out.display()
+    ))?;
+
+    let api = create_api(catalog, &languages, &other_tags)?;
+
+    let json = serde_json::to_string_pretty(&api)?;
+    let tools_out = args.json_out.join("tools.json");
+    fs::write(&tools_out, json).context(format!(
+        "Cannot write tools JSON output to {}",
+        args.json_out.display()
+    ))?;
+
+    let mut tags_json = BTreeMap::new();
+    tags_json.insert("languages", languages);
+    tags_json.insert("other", other_tags);
+    let json = serde_json::to_string_pretty(&tags_json)?;
+
+    let tags_out = args.json_out.join("tags.json");
+    fs::write(&tags_out, json).context(format!(
+        "Cannot write tags JSON output to {}",
+        args.json_out.display()
+    ))?;
+
+    // let stats_raw = fs::read_to_string("data/api/stats_raw.json")?;
+    // let stats: StatsRaw = serde_json::from_str(&stats_raw)?;
+
+    // let stats = format_stats(stats);
+    // let json = serde_json::to_string(&stats)?;
+
+    // let stats_out = args.json_out.join("stats.json");
+    // fs::write(&stats_out, json).context(format!(
+    //     "Cannot write stats JSON output to {}",
+    //     args.json_out.display()
+    // ))?;
+
+    Ok(())
+}
+
+#[cfg(test)]
+mod tests {
+    use super::*;
+    use render::types::{Category, ToolType};
+
+    fn fixture(name: &str) -> PathBuf {
+        PathBuf::from(env!("CARGO_MANIFEST_DIR"))
+            .join("tests/fixtures")
+            .join(name)
+    }
+
+    fn tags() -> Tags {
+        vec![Tag {
+            name: "Rust".into(),
+            value: "rust".into(),
+            tag_type: Type::Language,
+        }]
+    }
+
+    #[test]
+    fn reads_both_yaml_extensions_and_preserves_dynamic_categories() -> Result<()> {
+        let tags = tags();
+        let tools = read_tools(fixture("tools"), &tags)?;
+        assert_eq!(tools.len(), 2);
+        let catalog = create_catalog(&tools, &tags, &[])?;
+        let markdown = catalog.render()?;
+        assert!(markdown.contains("Example Fuzzer"));
+        assert!(markdown.contains("Example Profiler"));
+        let api = create_api(catalog, &tags, &[])?;
+        assert!(api["example-fuzzer"].categories.contains(&Category::Fuzzer));
+        assert!(
+            api["example-profiler"]
+                .categories
+                .contains(&Category::Profiler)
+        );
+        assert!(api["example-profiler"].types.contains(&ToolType::Gui));
+        let json = serde_json::to_value(api)?;
+        assert_eq!(
+            json["example-fuzzer"]["categories"],
+            serde_json::json!(["fuzzer"])
+        );
+        assert_eq!(
+            json["example-profiler"]["categories"],
+            serde_json::json!(["profiler"])
+        );
+        Ok(())
+    }
+
+    #[test]
+    fn malformed_yaml_reports_actual_path() {
+        let path = fixture("malformed.yaml");
+        let error = read_tool(&path, &tags()).unwrap_err();
+        assert!(
+            error
+                .to_string()
+                .contains(&format!("Cannot parse {}", path.display()))
+        );
+        let error = read_tags(path.clone()).unwrap_err();
+        assert!(
+            error
+                .to_string()
+                .contains(&format!("Cannot parse {}", path.display()))
+        );
+    }
+
+    #[test]
+    fn invalid_tags_report_actual_path_and_all_errors() {
+        let path = fixture("unexpected-filename.yaml");
+        let error = format!("{:#}", read_tool(&path, &tags()).unwrap_err());
+        assert!(error.contains(&path.display().to_string()));
+        assert!(error.contains("Different Tool Name"));
+        assert!(error.contains("Invalid tag: unknown-tag"));
+        assert!(error.contains("Invalid tag: another-unknown-tag"));
+        assert!(!error.contains("different-tool-name.yml"));
+    }
+
+    #[test]
+    fn missing_inputs_report_actual_path() {
+        let path = fixture("missing.yaml");
+        assert!(
+            read_tool(&path, &tags())
+                .unwrap_err()
+                .to_string()
+                .contains(&path.display().to_string())
+        );
+        assert!(
+            read_tags(path.clone())
+                .unwrap_err()
+                .to_string()
+                .contains(&path.display().to_string())
+        );
+        assert!(
+            read_tools(path.clone(), &tags())
+                .unwrap_err()
+                .to_string()
+                .contains(&path.display().to_string())
+        );
+    }
+
+    #[test]
+    fn backfills_from_selected_output_without_overriding_explicit_flags() -> Result<()> {
+        let mut tools = read_tools(fixture("tools"), &tags())?;
+        for tool in &mut tools {
+            if tool.name == "Example Profiler" {
+                tool.deprecated = Some(false);
+            }
+        }
+        backfill_deprecated(&mut tools, &fixture("tools.json"))?;
+        for tool in &tools {
+            assert_eq!(tool.deprecated, Some(tool.name == "Example Fuzzer"));
+        }
+        let previous = tools.clone();
+        backfill_deprecated(&mut tools, &fixture("missing.json"))?;
+        assert_eq!(tools, previous);
+        Ok(())
+    }
+
+    #[test]
+    fn parses_catalog() -> Result<()> {
+        let data = PathBuf::from(env!("CARGO_MANIFEST_DIR")).join("../../data");
+        let tags = read_tags(data.join("tags.yml"))?;
+        let tools = read_tools(data.join("tools"), &tags)?;
+        assert!(!tags.is_empty());
+        assert!(!tools.is_empty());
+        assert!(tools.iter().any(|tool| tool.name == "BAP"));
+        Ok(())
+    }
+}
diff --git a/data/render/src/lib.rs b/ci/render/src/lib.rs
similarity index 88%
rename from data/render/src/lib.rs
rename to ci/render/src/lib.rs
index 95930f0..1c2bb09 100644
--- a/data/render/src/lib.rs
+++ b/ci/render/src/lib.rs
@@ -11,7 +11,7 @@ mod lints;
 pub mod stats;
 pub mod types;
 
-use std::{collections::BTreeMap, iter::FromIterator};
+use std::collections::BTreeMap;
 use types::{Api, ApiEntry, Catalog, Entry, ParsedEntry, Tag, Type};
 
 fn valid(entry: &ParsedEntry, tags: &[Tag]) -> Result<()> {
@@ -32,13 +32,10 @@ pub async fn check_deprecated(token: String, entries: &mut Vec<Entry>) -> Result
             continue;
         }
 
-        let components: Vec<&str> = entry
-            .source
-            .as_ref()
-            .unwrap()
-            .trim_end_matches('/')
-            .split('/')
-            .collect();
+        let Some(source) = entry.source.as_ref() else {
+            continue;
+        };
+        let components: Vec<&str> = source.trim_end_matches('/').split('/').collect();
         if !(components.contains(&"github.com") && components.len() == 5) {
             // valid github source must have 5 elements - anything longer and they are probably a
             // reference to a path inside a repo, rather than a repo itself.
@@ -49,10 +46,15 @@ pub async fn check_deprecated(token: String, entries: &mut Vec<Entry>) -> Result
         let repo = components[4];
 
         if let Ok(commit_list) = github.repo(owner, repo).commits().list("").await {
-            let date = &commit_list[0].commit.author.date;
+            let Some(commit) = commit_list.first() else {
+                continue;
+            };
+            let date = &commit.commit.author.date;
             let last_commit = NaiveDateTime::parse_from_str(date, "%Y-%m-%dT%H:%M:%SZ")?;
-            let last_commit_utc: DateTime<Utc> = DateTime::from_naive_utc_and_offset(last_commit, Utc);
-            let duration = Local::now().date_naive().signed_duration_since(last_commit_utc.date_naive());
+            let last_commit_utc: DateTime<Utc> =
+                DateTime::from_naive_utc_and_offset(last_commit, Utc);
+            let now = Local::now().date_naive();
+            let duration = now.signed_duration_since(last_commit_utc.date_naive());
 
             if duration.num_days() > 365 {
                 entry.deprecated = Some(true);
@@ -111,8 +113,8 @@ pub fn create_api(catalog: Catalog, languages: &[Tag], other_tags: &[Tag]) -> Re
     let mut api_entries = BTreeMap::new();
 
     // Concatenate all entries into one vector
-    let mut entries: Vec<Entry> = Vec::from_iter(catalog.linters.into_values().flatten());
-    entries.extend(Vec::from_iter(catalog.others.into_values().flatten()));
+    let mut entries: Vec<Entry> = catalog.linters.into_values().flatten().collect();
+    entries.extend(catalog.others.into_values().flatten());
     entries.extend(catalog.multi);
 
     for entry in entries {
diff --git a/data/render/src/lints.rs b/ci/render/src/lints.rs
similarity index 64%
rename from data/render/src/lints.rs
rename to ci/render/src/lints.rs
index 5583d38..d5e25b4 100644
--- a/data/render/src/lints.rs
+++ b/ci/render/src/lints.rs
@@ -1,25 +1,27 @@
-use anyhow::{anyhow, Result};
+use anyhow::{Result, anyhow};
 
 use crate::types::ParsedEntry;
 use crate::types::Tag;
 
 pub fn name(entry: &ParsedEntry, _: &[Tag]) -> Result<()> {
-    match entry.name.len() <= 50 {
-        true => Ok(()),
-        false => Err(anyhow!(
+    if entry.name.len() <= 50 {
+        Ok(())
+    } else {
+        Err(anyhow!(
             "Name of entry may be at most 50 characters long, but {} is {} long",
             entry.name,
             entry.name.len()
-        )),
+        ))
     }
 }
 
 pub fn min_one_tag(entry: &ParsedEntry, _: &[Tag]) -> Result<()> {
-    match entry.tags.is_empty() {
-        true => Err(anyhow!(
+    if entry.tags.is_empty() {
+        Err(anyhow!(
             "{} must have at least one tag from `tags.yml`.",
             entry.name
-        )),
-        false => Ok(()),
+        ))
+    } else {
+        Ok(())
     }
 }
diff --git a/data/render/src/stats.rs b/ci/render/src/stats.rs
similarity index 100%
rename from data/render/src/stats.rs
rename to ci/render/src/stats.rs
diff --git a/data/render/src/types.rs b/ci/render/src/types.rs
similarity index 89%
rename from data/render/src/types.rs
rename to ci/render/src/types.rs
index 3ec8dbf..61e014c 100644
--- a/data/render/src/types.rs
+++ b/ci/render/src/types.rs
@@ -1,4 +1,4 @@
-use anyhow::{bail, Result};
+use anyhow::{Result, bail};
 use askama::Template;
 use serde::Deserialize;
 use std::cmp::Ordering;
@@ -23,8 +23,8 @@ pub struct Tag {
 }
 
 impl Tag {
-    fn new(name: &str, value: &str, tag_type: Type) -> Tag {
-        Tag {
+    fn new(name: &str, value: &str, tag_type: Type) -> Self {
+        Self {
             name: name.into(),
             value: value.into(),
             tag_type,
@@ -93,6 +93,8 @@ pub struct ParsedEntry {
 pub enum ToolType {
     #[serde(rename = "cli")]
     Commandline,
+    #[serde(rename = "gui")]
+    Gui,
     #[serde(rename = "service")]
     Service,
     #[serde(rename = "ide-plugin")]
@@ -133,13 +135,23 @@ impl Entry {
 
     pub fn from_parsed(p: ParsedEntry, tags: &[Tag]) -> Result<Entry> {
         valid(&p, tags)?;
-        let entry_tags: Result<BTreeSet<Tag>> = p.tags.iter().map(|t| get_tag(t, tags)).collect();
+
+        let tag_results: Vec<Result<Tag>> = p.tags.iter().map(|t| get_tag(t, tags)).collect();
+        let tag_errors: Vec<String> = tag_results
+            .iter()
+            .filter_map(|r| r.as_ref().err().map(|e| e.to_string()))
+            .collect();
+        if !tag_errors.is_empty() {
+            bail!("Tool '{}': {}", p.name, tag_errors.join("\n"));
+        }
+        let entry_tags: Result<BTreeSet<Tag>> = tag_results.into_iter().collect();
+
         let types: Result<BTreeSet<ToolType>> = p
             .types
             .iter()
             .map(|t| {
-                serde_json::from_value::<ToolType>(serde_json::to_value(t).unwrap())
-                    .map_err(|e| e.into())
+                let value = serde_json::to_value(t)?;
+                serde_json::from_value::<ToolType>(value).map_err(Into::into)
             })
             .collect();
 
diff --git a/data/render/templates/README.md b/ci/render/templates/README.md
similarity index 100%
rename from data/render/templates/README.md
rename to ci/render/templates/README.md
diff --git a/ci/render/tests/fixtures/malformed.yaml b/ci/render/tests/fixtures/malformed.yaml
new file mode 100644
index 0000000..99cab7c
--- /dev/null
+++ b/ci/render/tests/fixtures/malformed.yaml
@@ -0,0 +1 @@
+name: [
diff --git a/ci/render/tests/fixtures/tools.json b/ci/render/tests/fixtures/tools.json
new file mode 100644
index 0000000..b35f61a
--- /dev/null
+++ b/ci/render/tests/fixtures/tools.json
@@ -0,0 +1,4 @@
+{
+  "example-fuzzer": { "deprecated": true },
+  "example-profiler": { "deprecated": true }
+}
diff --git a/ci/render/tests/fixtures/tools/fuzzer.yaml b/ci/render/tests/fixtures/tools/fuzzer.yaml
new file mode 100644
index 0000000..9f9dc3d
--- /dev/null
+++ b/ci/render/tests/fixtures/tools/fuzzer.yaml
@@ -0,0 +1,7 @@
+name: Example Fuzzer
+categories: [fuzzer]
+tags: [rust]
+license: MIT
+types: [cli]
+homepage: https://example.com/fuzzer
+description: A fuzzer.
diff --git a/ci/render/tests/fixtures/tools/ignored.txt b/ci/render/tests/fixtures/tools/ignored.txt
new file mode 100644
index 0000000..bc70a29
--- /dev/null
+++ b/ci/render/tests/fixtures/tools/ignored.txt
@@ -0,0 +1 @@
+This is not a YAML tool entry and must be ignored.
diff --git a/ci/render/tests/fixtures/tools/profiler.yml b/ci/render/tests/fixtures/tools/profiler.yml
new file mode 100644
index 0000000..db9e295
--- /dev/null
+++ b/ci/render/tests/fixtures/tools/profiler.yml
@@ -0,0 +1,7 @@
+name: Example Profiler
+categories: [profiler]
+tags: [rust]
+license: MIT
+types: [gui]
+homepage: https://example.com/profiler
+description: A profiler.
diff --git a/ci/render/tests/fixtures/unexpected-filename.yaml b/ci/render/tests/fixtures/unexpected-filename.yaml
new file mode 100644
index 0000000..b74ea9e
--- /dev/null
+++ b/ci/render/tests/fixtures/unexpected-filename.yaml
@@ -0,0 +1,7 @@
+name: Different Tool Name
+categories: [fuzzer]
+tags: [unknown-tag, another-unknown-tag]
+license: MIT
+types: [cli]
+homepage: https://example.com/tool
+description: A tool with invalid tags.
diff --git a/data/README.md b/data/README.md
index c69509a..fe36e1b 100644
--- a/data/README.md
+++ b/data/README.md
@@ -1,4 +1,9 @@
-This is the project's CI environment.
-Read more about the tooling [here](https://matthias-endler.de/2017/obsolete/).  
-Want to add an entry to the list?
-Here's how to [contribute](https://github.com/analysis-tools-dev/static-analysis/blob/master/CONTRIBUTING.md).
+This folder contains the source data for the list.
+
+- `tools/` - one YAML file per tool
+- `tags.yml` - all valid tags that can be used in tool entries
+- `api/` - generated JSON output (do not edit manually)
+
+To add a tool, create a file in `tools/` following the format described in [CONTRIBUTING.md](../CONTRIBUTING.md).
+
+The Rust workspace in [`ci/`](../ci/) contains the renderer and pull request checker. Run `make render` from the repository root to regenerate the README and JSON API, or `make render-skip-deprecated` to reuse existing deprecation data without GitHub API requests.
diff --git a/data/render/Cargo.lock b/data/render/Cargo.lock
deleted file mode 100644
index e3b876f..0000000
--- a/data/render/Cargo.lock
+++ /dev/null
@@ -1,1456 +0,0 @@
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diff --git a/data/render/Cargo.toml b/data/render/Cargo.toml
deleted file mode 100644
index 47d2e00..0000000
--- a/data/render/Cargo.toml
+++ /dev/null
@@ -1,20 +0,0 @@
-[package]
-name = "render"
-version = "0.2.0"
-authors = ["Matthias Endler <matthias-endler@gmx.net>"]
-edition = "2018"
-
-[dependencies]
-serde = "1.0.228"
-serde_derive = "1.0.136"
-serde_yaml = "0.9.34"
-askama = "0.12.1"
-# Switch back to crates as soon as a new release with tokio 1.x support is
-# released. See https://github.com/softprops/hubcaps/pull/285
-hubcaps = { git="https://github.com/softprops/hubcaps" }
-tokio = { version = "1.26.0", features = ["rt-multi-thread", "macros"] }
-chrono = "0.4.45"
-anyhow = "1.0.102"
-pico-args = "0.5.0"
-serde_json = "1.0.150"
-slug = "0.1.6"
diff --git a/data/render/src/bin/main.rs b/data/render/src/bin/main.rs
deleted file mode 100644
index 31838f3..0000000
--- a/data/render/src/bin/main.rs
+++ /dev/null
@@ -1,129 +0,0 @@
-use anyhow::{Context, Result};
-use askama::Template;
-use pico_args::Arguments;
-use render::types::{Entry, ParsedEntry, Tag, Tags, Type};
-use render::{check_deprecated, create_api, create_catalog};
-use std::collections::BTreeMap;
-use std::env;
-use std::ffi::OsStr;
-use std::fs;
-use std::io;
-use std::path::PathBuf;
-
-struct Args {
-    tags: PathBuf,
-    tools: PathBuf,
-    md_out: PathBuf,
-    json_out: PathBuf,
-    skip_deprecated: bool,
-}
-
-fn parse_path(s: &OsStr) -> Result<PathBuf> {
-    Ok(s.into())
-}
-
-fn read_tags(path: PathBuf) -> Result<Tags> {
-    let f = std::fs::File::open(path)?;
-    Ok(serde_yaml::from_reader(f)?)
-}
-
-fn read_tools(path: PathBuf) -> Result<Vec<ParsedEntry>> {
-    let dir: std::fs::ReadDir = std::fs::read_dir(path)?;
-
-    let files = dir
-        .map(|res| res.map(|e| e.path()))
-        .filter(|x| match x {
-            Ok(pb) => pb.extension().and_then(OsStr::to_str) == Some("yml"),
-            Err(_) => false,
-        })
-        .collect::<Result<Vec<_>, io::Error>>()?;
-
-    files
-        .iter()
-        .inspect(|p| println!("Checking {}", p.display()))
-        .map(|p| {
-            let file = std::fs::File::open(p)?;
-            let entry: ParsedEntry = serde_yaml::from_reader(file)?;
-            Ok(entry)
-        })
-        .collect::<Result<Vec<ParsedEntry>, _>>()
-}
-
-fn main() -> Result<()> {
-    let mut args = Arguments::from_env();
-    let args = Args {
-        tags: args.value_from_os_str("--tags", parse_path)?,
-        tools: args.value_from_os_str("--tools", parse_path)?,
-        md_out: args.value_from_os_str("--md-out", parse_path)?,
-        json_out: args.value_from_os_str("--json-out", parse_path)?,
-        skip_deprecated: args.contains("--skip-deprecated"),
-    };
-
-    let tags = read_tags(args.tags)?;
-
-    let parsed_tools = read_tools(args.tools)?;
-    let tools: Result<Vec<Entry>> = parsed_tools
-        .into_iter()
-        .map(|t| Entry::from_parsed(t, &tags))
-        .collect();
-    let mut tools = tools?;
-    tools.sort();
-
-    if !args.skip_deprecated {
-        if let Ok(token) = env::var("GITHUB_TOKEN") {
-            check_deprecated(token, &mut tools)?;
-        }
-    }
-
-    let languages: Vec<Tag> = tags
-        .clone()
-        .into_iter()
-        .filter(|t| t.tag_type == Type::Language)
-        .collect();
-
-    let other_tags: Vec<Tag> = tags
-        .clone()
-        .into_iter()
-        .filter(|t| t.tag_type == Type::Other)
-        .collect();
-
-    let catalog = create_catalog(&tools, &languages, &other_tags)?;
-    fs::write(&args.md_out, catalog.render()?).context(format!(
-        "Cannot write Markdown output to {}",
-        args.md_out.display()
-    ))?;
-
-    let api = create_api(catalog, &languages, &other_tags)?;
-
-    let json = serde_json::to_string_pretty(&api)?;
-    let tools_out = args.json_out.join("tools.json");
-    fs::write(&tools_out, json).context(format!(
-        "Cannot write tools JSON output to {}",
-        args.json_out.display()
-    ))?;
-
-    let mut tags_json = BTreeMap::new();
-    tags_json.insert("languages", languages);
-    tags_json.insert("other", other_tags);
-    let json = serde_json::to_string_pretty(&tags_json)?;
-
-    let tags_out = args.json_out.join("tags.json");
-    fs::write(&tags_out, json).context(format!(
-        "Cannot write tags JSON output to {}",
-        args.json_out.display()
-    ))?;
-
-    // let stats_raw = fs::read_to_string("data/api/stats_raw.json")?;
-    // let stats: StatsRaw = serde_json::from_str(&stats_raw)?;
-
-    // let stats = format_stats(stats);
-    // let json = serde_json::to_string(&stats)?;
-
-    // let stats_out = args.json_out.join("stats.json");
-    // fs::write(&stats_out, json).context(format!(
-    //     "Cannot write stats JSON output to {}",
-    //     args.json_out.display()
-    // ))?;
-
-    Ok(())
-}