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Source check

Skill andreijirohdev-labs/gen-ai-labs/skills/source-check

Run a pre-commit/pre-publish source-check. Git hygiene (secrets handling via Doppler/1Password/dotenvx, license headers, Conventional Commits formatting) applies to every commit. For dev-work changes — a new or bumped dependency, an Alpine/aports package version bump, a nixops-config flake update, vendoring a source — also run upstream dependency/license provenance and release integrity checks (checksums/signatures). For writing/drafts — blog posts, presentation scripts, docs with factual claims — also run media-literacy checks (fact-checking, bias/framing review, gen-AI hallucination checks, further-reading). Trigger on dev-work phrasing like "before I commit this dependency bump", "sanity check this diff/PR/APKBUILD", "review this flake update", on writing phrasing like "fact-check this draft", "review before I publish", "source check this blog post", and generically on "source check", "ready to push this", or whenever reviewing a diff, PR, or draft that will be committed.From its SKILL.md

Install
npx -y skills add andreijirohdev-labs/gen-ai-labs --skill source-check

Assembled from the repository path, not quoted from the project. Check it against their README if it does not work.

3 things to look at

  • reads credentialsReads from 1 credential source: `.env.keys`.
  • 1 stars1 stars. Stars are a popularity signal and not a quality one, but at this level it is likely that nobody has read this closely except its author, and you would be relying on your own review.
  • runs commandsInstructs the agent to run 1 command, including `grep the diff for common leak patterns`.

SKILL.md

4.6 KB, 857 tokens by cl100k_base, as published. Nobody here has run it

Source Check

A combined pre-commit review workflow for two different kinds of "commit": code changes (packages, configs, scripts) and content (blog posts, docs, presentation scripts). Most commits only need a subset of the checklist below — figure out which kind of change this is first, then apply the relevant section(s). A single commit can trigger more than one section (e.g. a blog post commit with an inline code snippet still gets git-hygiene + media-literacy).

Step 1: Classify the change

Ask (or infer from the diff/description) which of these apply:

Change involves...Run
A new or bumped upstream dependency, package, or vendored source (aports APKBUILD bump, flake.lock update, npm/deno dependency add)Upstream Review (references/upstream-review.md)
Any commit at all — this always runsGit Hygiene (below)
Written content with factual/citable claims (blog draft, NSTP presentation script, documentation, README explaining a concept)Media Literacy (references/media-literacy.md)

Don't skip Git Hygiene even for "just docs" or "just content" commits — secrets and formatting checks apply universally.

Step 2: Git Hygiene (always run)

Quick checklist — flag anything that fails, don't just silently fix and move on:

  1. Secrets scan. No plaintext secrets in the diff. Anything sensitive should already be in Doppler or 1Password, or encrypted at rest with dotenvx (.env.keys never committed, only .env.vault/encrypted .env files are). If bash_tool is available, grep the diff for common leak patterns (api[_-]?key, secret, token, -----BEGIN, AWS-style AKIA, bare .env additions) before declaring it clean.
  2. License headers. New source files carry the project's SPDX-License-Identifier header (or whatever header convention the repo already uses — check a neighboring file). Don't invent a license for the user; ask if unclear.
  3. Formatting matches house style: 2-space indentation per level (Markdown list nesting uses 4-space on GitHub/GitLab-flavored repos), double-quoted strings, semicolons optional, POSIX sh-compatible shell. JSDoc/TypeDoc comments on exported functions in TS/JS.
  4. Commit message follows Conventional Commits: type(scope): summary, imperative mood, no period at end of summary. Valid types: feat, fix, docs, style, refactor, perf, test, build, ci, chore, revert. Breaking changes get a BREAKING CHANGE: footer or ! after the type/scope. Suggest a properly formatted message if the user hasn't written one yet.

Step 3: Upstream Review (if a dependency/source changed)

Read references/upstream-review.md for the full checklist — it covers dependency/license provenance and release integrity (checksums, signatures, tag verification) with separate notes for Alpine aports/abuild workflows and Nix flake updates.

Step 4: Media Literacy (if content/writing changed)

Read references/media-literacy.md for the full checklist — it covers fact-checking claims, bias/framing review, gen-AI-specific failure modes (hallucinated citations, fabricated stats), and compiling a further-reading list.

Step 5: Report back

Summarize findings as a short pass/flag list, not a wall of prose — group by section (Git Hygiene / Upstream Review / Media Literacy), and be explicit about what still needs the user's judgment call (e.g. "this license changed from MIT to a source-available license — you decide if that's acceptable") rather than silently deciding for them. End with a clear go/no-go recommendation, but the user commits, not Claude.

What ships with it: 2 files

5.5 KB alongside SKILL.md

Keep looking

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