skillsaw-review-panel SKILL.md skillA

This file is byte-identical to the first copy the registry indexed, one of 3 indexed copies. Same content hash, so the same checks give both the same grade.

skillsaw-review-panel from stbenjam/skillsaw is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add stbenjam/skillsaw/skillsaw-review-panel@v3.0

Pins v3.0 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
stbenjam/skillsaw
Path
.claude/skills/skillsaw-review-panel/SKILL.md
Versions recorded
6
Latest version
v3.0, committed Sep 19, 2026
First version recorded
Jul 26, 2026
Size
12,034 bytes
Repository stars
69
License
Apache-2.0

Use when reviewing a skillsaw PR. Dispatches 7 specialist reviewers (Architecture, Python Expert, Security & Supply Chain, QA Engineer, Technical Writer, Ecosystem, Slopinator) as parallel sub-agents by default, then synthesizes a single verdict. Use --serial for cheaper inline execution.

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

# Review Panel — Multi-Specialist Review

**Read-only review — never modify files, never push to any remote.**

Run **7 specialist reviewers + 1 arbiter** to review a skillsaw PR.

**Parallel (default)** runs independent specialists concurrently.
**Serial (`--serial`)** shares context inline to reduce cost, but later
specialists see earlier file reads, which can bias them.

Keep the panel **advisory**. It does not gate merge. It surfaces findings;
the maintainer and PR author review and decide ship.

## Arguments

```text
/skillsaw-review-panel [--serial] [<pr number>]
```

| Argument | Description |
|----------|-------------|
| `--serial` | Run all specialists inline instead of as parallel sub-agents |
| `<pr number>` | GitHub PR number. Optional — defaults to current branch |

## Specialist Roster

| Specialist | Lens | Scope |
|---|---|---|
| Architecture Reviewer | Check module boundaries, abstraction level, SOLID, cross-file impact, error propagation | [`references/architecture.md`](references/architecture.md) |
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add stbenjam/skillsaw/skillsaw-review-panel@sha256:ecdfebec6d6c202d

The line at the top of this page pins the label v3.0, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_mwxeoxkiu6ysu3qs.svg)](https://markdownregistry.com/a/art_mwxeoxkiu6ysu3qs)

3 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 6 versions of this file, between Jul 26, 2026 and Sep 19, 2026, about one every 11 days.

versioncommittedcommitsizeaudit
v3.0 latest2026-09-19 2d7edf3 12,034 BA view · diff
v3.02026-08-28 4d3dab6 12,051 BA view · diff
v3.02026-08-28 038e22b 11,770 BA view · diff
v3.02026-08-23 439795e 11,578 BA view · diff
v3.02026-07-26 43654b2 11,013 BA view · diff
v3.02026-07-26 95769b5 11,722 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (12034 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

stbenjam/skillsaw · 69 stars · license Apache-2.0 · pushed 2026-10-29 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_mwxeoxkiu6ysu3qs
GET https://markdownregistry.com/api/v1/resolve?ref=stbenjam/skillsaw/skillsaw-review-panel
GET https://markdownregistry.com/api/v1/blob/ecdfebec6d6c202de86527bf3a8a9b29d99d5c1e99f5679a498a487c437c3440

Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.

More from stbenjam/skillsaw

skillsaw-create-plugin SKILL.md skill
stbenjam/skillsaw · .agents/skills/skillsaw-create-plugin/SKILL.md · Create a skillsaw rule plugin — a pip-installable Python package that adds custom lint rules to skillsaw. Walks through…
v1.0 · audit A · 69 stars
skillsaw-ecosystem-scout SKILL.md skill
stbenjam/skillsaw · .agents/skills/skillsaw-ecosystem-scout/SKILL.md · Survey the AI coding assistant and agentic tool ecosystem, assess skillsaw's competitive position, identify emerging…
v1.0 · audit A · 69 stars
skillsaw-fix SKILL.md skill
stbenjam/skillsaw · .agents/skills/skillsaw-fix/SKILL.md · Fix skillsaw lint violations — apply deterministic autofixes, then resolve the remaining violations with targeted edits…
v1.0 · audit A · 69 stars
skillsaw-issue-solver SKILL.md skill
stbenjam/skillsaw · .agents/skills/skillsaw-issue-solver/SKILL.md · Pick up open GitHub issues from collaborators and create PRs to solve them. Use when triaging and resolving reported…
v1.0 · audit A · 69 stars
skillsaw-issue-triage SKILL.md skill
stbenjam/skillsaw · .agents/skills/skillsaw-issue-triage/SKILL.md · Triage a GitHub issue filed against skillsaw — classify it (bug, feature, docs, question, other), verify its claims…
v1.0 · audit A · 69 stars
skillsaw-issue SKILL.md skill
stbenjam/skillsaw · .agents/skills/skillsaw-issue/SKILL.md · Use when skillsaw reports a likely false positive, misses an edge case, behaves incorrectly, or needs an RFE. Gather a…
v1.0 · audit A · 69 stars
skillsaw-lint SKILL.md skill
stbenjam/skillsaw · .agents/skills/skillsaw-lint/SKILL.md · Use when modifying agentic contextual building blocks like skills (SKILL.md), slash commands, agents, hooks, plugins…
v1.0 · audit A · 69 stars
skillsaw-maintenance SKILL.md skill
stbenjam/skillsaw · .agents/skills/skillsaw-maintenance/SKILL.md · Analyze upstream specs (agentskills.io, Claude Code plugin/marketplace format, OpenAI Codex plugins/marketplace…
v2.0 · audit A · 69 stars
skillsaw-onboard SKILL.md skill
stbenjam/skillsaw · .agents/skills/skillsaw-onboard/SKILL.md · Onboard a repository to skillsaw — run the linter, triage the findings by rule, apply autofixes, manually fix what…
v1.0 · audit A · 69 stars
skillsaw-pr-followup SKILL.md skill
stbenjam/skillsaw · .agents/skills/skillsaw-pr-followup/SKILL.md · Follow up on open PRs in skillsaw — fix failing CI, address reviewer feedback, push updates, and validate backward…
v1.0 · audit A · 69 stars
skillsaw-release-ready SKILL.md skill
stbenjam/skillsaw · .agents/skills/skillsaw-release-ready/SKILL.md · Audit skillsaw for release readiness — test new rules against real repositories, audit core architectural dimensions…
v1.0 · audit A · 69 stars
skillsaw-release SKILL.md skill
stbenjam/skillsaw · .agents/skills/skillsaw-release/SKILL.md · Bump the version, generate release notes, and publish a new skillsaw release to PyPI. Use when cutting a new release.
v1.0 · audit A · 69 stars

Every file in stbenjam/skillsaw

Other files named skillsaw-review-panel

skillsaw-review-panel SKILL.md skill
stbenjam/skillsaw · .agents/skills/skillsaw-review-panel/SKILL.md · Use when reviewing a skillsaw PR. Dispatches 7 specialist reviewers (Architecture, Python Expert, Security & Supply…
v3.0 · audit A · 69 stars
skillsaw-review-panel SKILL.md skill
stbenjam/skillsaw · .apm/skills/skillsaw-review-panel/SKILL.md · Use when reviewing a skillsaw PR. Dispatches 7 specialist reviewers (Architecture, Python Expert, Security & Supply…
v3.0 · audit A · 69 stars

Browse by kind, by grade A, or by owner.