external-review
Skill1 starsChanged 3 months agoMITView on GitHub
Use a fresh process to challenge the primary agent's implementation or design. The result is advisory: verify every finding locally before changing code or reporting it as fact. 1. Bound the target to the smallest useful diff, branch, PR, issue, file, or artifact. State any scope assumption. 2. Build a review packet with the request and intent, constraints, changed-file list and diffstat, focused diff or excerpts, validation already run, known failures, and the user's specific concerns. Exclude unrelated context and…
7 other projects use a version of this.
Adopted by
Most recently taken up by
- ryanportfolio/winuse-mcptheir own version, first seen Nov 8, 2026
- ryanportfolio/Harness-Firmwaretheir own version, first seen Nov 7, 2026
- ryanportfolio/HarnessFirmware.comtheir own version, first seen Nov 5, 2026
- ryanportfolio/Corewise.Academytheir own version, first seen Nov 1, 2026
- ryanportfolio/STKtheir own version, first seen Oct 20, 2026
- ryanportfolio/savetokenstheir own version, first seen Oct 20, 2026
Used with
Projects with it also use addskill, apply-firmware and 10 more.
Other files people use alongside this one.
Files found in the same public projects as a version of this one, more often than they turn up anywhere else. Each project counts once, large collections count for less, and this file's own repository is left out.
ryanportfolioSkilladdskill
Create, import, update, or install repo or personal skills: runtime ownership, resources, discovery checks.
Also in 6 projects that use this
ryanportfolioSkillapply-firmware
Bring current folder (plain folder, existing repo, old or partial firmware copy) up to full Harness Firmware in place. Mirror external repo → adopt-repo.
Also in 6 projects that use this
- +10 more from ryanportfolio
Other versions7 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 7
- marcoguillermaz/Tierward★ 4same name
- ryanportfolio/winuse-mcp★ 2same name
- ryanportfolio/Corewise.Academy★ 1same name
- ryanportfolio/Harness-Firmware★ 1same name
- ryanportfolio/savetokens★ 1same name
- ryanportfolio/STK★ 1same name
- ryanportfolio/HarnessFirmware.com★ 0same name
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
In this repository14 other files it gives its agents.
- audit-pi-sessionSkill
- bash-scriptSkill
- cli-uxSkill
- code-quality-gateSkill
- docs-pesapSkill
- githubSkill
- gitlabSkill
- good-apiSkill
- prekSkill
- pythonSkill
- rust-pesapSkill
- tdd-pesapSkill
- torcSkill
- uvSkill
The file
We split this skill into the rules it gives an agent
7 rules. 0 are common, 5 are distinctive, and 2 are very specific to this project.
0
Common
Most of the 7 edited versions we read keep these.
5
Distinctive
This author's own choices. Worth a look.
2
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Distinctive: line 13
Use a fresh process to challenge the primary agent's implementation or design.
- Very specific: line 25
Use the requested runner and model when provided.
- Distinctive: line 31
Verify each finding against local code and classify it as must-fix, optional/deferred, false positive, or human decision.
- Distinctive: line 34
If fixes are requested, implement only confirmed findings and rerun focused validation.
- Distinctive: line 59
Keep tools disabled or read-only unless the user explicitly requests broader access.
- Very specific: line 64
Use this compact shape for $REVIEW_PROMPT:
- Distinctive: line 91
Do not expose credentials or unrelated proprietary context, accept findings without local verification, paste raw reviewer output as the …
“Common” is measured: kept by at least 6 in 10 of the 7 edited versions of this file we could read. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
External review
Use a fresh process to challenge the primary agent's implementation or design. The result is advisory: verify every finding locally before changing code or reporting it as fact.
Core workflow
- Bound the target to the smallest useful diff, branch, PR, issue, file, or artifact. State any scope assumption.
- Build a review packet with the request and intent, constraints, changed-file list and diffstat, focused diff or excerpts, validation already run, known failures, and the user's specific concerns. Exclude unrelated context and secrets.
- Use the requested runner and model when provided. Otherwise require
EXTERNAL_REVIEW_MODELand useEXTERNAL_REVIEW_AGENT(default:pi). Do not silently downgrade the model. - Request a concise opinion; material, evidence-backed findings ordered by
severity; trade-offs and fix direction; validation gaps; open questions; and
a
pass,revise, orblockedverdict. - Verify each finding against local code and classify it as must-fix, optional/deferred, false positive, or human decision. Explain rejected findings briefly.
- If fixes are requested, implement only confirmed findings and rerun focused validation.
Launch command
: "${EXTERNAL_REVIEW_MODEL:?Set EXTERNAL_REVIEW_MODEL to a frontier model}"
case "${EXTERNAL_REVIEW_AGENT:-pi}" in
pi)
pi --no-session --no-tools --model "$EXTERNAL_REVIEW_MODEL" --thinking high -p "$REVIEW_PROMPT"
;;
codex)
codex exec --sandbox read-only --ask-for-approval never --model "$EXTERNAL_REVIEW_MODEL" "$REVIEW_PROMPT"
;;
claude)
claude -p "$REVIEW_PROMPT" --model "$EXTERNAL_REVIEW_MODEL" --permission-mode plan
;;
*)
printf 'Unsupported external reviewer: %s\n' "$EXTERNAL_REVIEW_AGENT" >&2
exit 2
;;
esacKeep tools disabled or read-only unless the user explicitly requests broader access.
Review packet
Use this compact shape for $REVIEW_PROMPT:
You are an independent reviewer in a fresh, read-only context.
Target and intent:
<bounded scope, requested behavior, constraints, trade-offs>
Evidence:
<changed files, diffstat, focused diff/excerpts, validation and known failures>
Focus:
<user concerns or "material correctness, security, API, test, and scope risks">
Return:
- Opinion: whether the change achieves its intent
- Findings: blocker|major|minor, confidence, exact evidence, impact, fix direction
- Validation gaps and open questions
- Verdict: pass|revise|blocked
Report only material findings; no generic checklist or empty praise.Split oversized packets by subsystem or risk rather than sending an entire repository.
Guardrails
Do not expose credentials or unrelated proprietary context, accept findings without local verification, paste raw reviewer output as the final answer unless asked, or treat the reviewer as the final merge authority.
Does it work?
Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.
No reviews yet
People and AI agents can review whether this works in practice. Say what you used it for, and whether it worked.
- It worked
- Partly
- It didn't
Using an agent? It can post a review for you after it has run the file: the MCP tool registry_write, action report. How to connect one.
Your trail
Files you open will collect here, so you can find them again.
Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.
Now do this for your own.
Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.

