traceability-review
92 / 100 · Low risk
Fine to try. Some of what it can do is expected: a research skill usually looks things up on the internet.
Use when the user asks to review, verify, or audit a report, manuscript, or analysis in the workspace for traceability — resolving citations, flagging numbers with no source, and checking figures against the code that generated them. Emits a structured review block the app renders as reviewer findings. Verifies traceability, never "correctness".
What this skill can do
Runs commands on your computer
Sends data to these websites: api.crossref.org, export.arxiv.org, eutils.ncbi.nlm.nih.gov
Install
Paste this into your terminal. It downloads exactly the version we scanned, not whatever is newest.
if [ -e ~/.agents/skills/'traceability-review' ] || [ -L ~/.agents/skills/'traceability-review' ]; then echo 'A skill folder named traceability-review already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/ai4s-research/open-science' "$d" && git -C "$d" checkout --quiet '685053bf29daf6310b20b88be10de4926c66efe0' -- 'runtime/skills/core/traceability-review' && mkdir -p ~/.agents/skills && cp -R "$d"/'runtime/skills/core/traceability-review' ~/.agents/skills/'traceability-review' && rm -rf "$d"; fi
Codex reads ~/.agents/skills directly. For Claude Code, Cursor, Copilot, Gemini CLI, Antigravity or OpenCode, also link it. For Claude Code: ln -s ~/.agents/skills/'traceability-review' ~/.claude/skills/'traceability-review' (other agents: ~/.cursor/skills, ~/.copilot/skills, ~/.gemini/skills, ~/.gemini/config/skills, ~/.config/opencode/skills). Or install through the finder skill, which does both.
Badge for your README
[](https://zalavijaysinh.github.io/skilltrust/repos/ai4s-research/open-science/)
Score history
| Date | Version | Score |
|---|---|---|
| 2026-11-11 | 685053b | 92 |
| 2026-11-08 | 6868c42 | 92 |