review SKILL.md skillA

review from ariaxhan/kernel-claude is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add ariaxhan/kernel-claude/review@git:20260927.60342d2

Pins git:20260927.60342d2 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
ariaxhan/kernel-claude
Path
skills/review/SKILL.md
Versions recorded
7
Latest version
git:20260927.60342d2, committed Sep 27, 2026
First version recorded
Aug 12, 2026
Size
8,699 bytes
Repository stars
14
License
MIT

Code review for PRs or staged changes. >80% confidence threshold. Verdict: APPROVE, REQUEST CHANGES, or COMMENT. Triggers: review, pr, code review.

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

<skill id="review">

<purpose>
Review code changes for quality, correctness, security.
Only report issues with >80% confidence.

Load: skills/build/reference/testing.md, skills/tearitapart/reference/security.md
Reference: _meta/research/ai-code-anti-patterns.md
</purpose>

<context>
ai_code_stats:
  buggier: 1.7x more issues than human code
  security: 40-62% contain vulnerabilities
  findings: 10.83 per AI PR vs 6.45 human

priority: check Big 5 first (what AI actually breaks)
</context>

<on_start>
```bash
agentdb read-start
```

<identify_scope>
```bash
gh pr diff {number}        # For PRs
git diff --staged          # For staged
git diff HEAD~1            # For recent
```
</identify_scope>

<deterministic_lane>
Machines first, then judgment. Run before reading a single diff hunk:

```bash
"${CLAUDE_PLUGIN_ROOT:-.}/scripts/deterministic-review.sh" <repo-dir> [base-ref]
```

Parallel gitleaks / semgrep(p/security-audit) / eslint / ruff / shellcheck / actionlint /
zizmor / osv-scanner — whatever is installed; diff-scoped when base-ref given; exit 1 on
HIGH (secrets, security SAST, high CVEs). Feed findings.tsv into the review as ground
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add ariaxhan/kernel-claude/review@sha256:6801235ca3f6735d

The line at the top of this page pins the label git:20260927.60342d2, 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_tbxipel6b27vjig5.svg)](https://markdownregistry.com/a/art_tbxipel6b27vjig5)

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

Versions

The registry has recorded 7 versions of this file, between Aug 12, 2026 and Sep 27, 2026, about one every 8 days.

versioncommittedcommitsizeaudit
git:20260927.60342d2 latest2026-09-27 60342d2 8,699 BA view · diff
git:20260914.4a74b802026-09-14 4a74b80 8,549 BA view · diff
git:20260901.24cf67d2026-09-01 24cf67d 8,094 BA view · diff
git:20260829.68271442026-08-29 6827144 7,425 BA view · diff
git:20260827.cb84dd42026-08-27 cb84dd4 7,399 BA view · diff
git:20260814.c362fd42026-08-14 c362fd4 7,178 BA view · diff
git:20260812.b58885e2026-08-12 b58885e 6,017 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 (8699 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

ariaxhan/kernel-claude · 14 stars · license MIT · pushed 2026-11-01 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_tbxipel6b27vjig5
GET https://markdownregistry.com/api/v1/resolve?ref=ariaxhan/kernel-claude/review
GET https://markdownregistry.com/api/v1/blob/6801235ca3f6735dbbf562d60090fab260a7ff7f1344988bb42e6680f127013e

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 ariaxhan/kernel-claude

AGENTS.md AGENTS.md file
ariaxhan/kernel-claude · AGENTS.md
git:20260914.b467c9d · audit A · 14 stars
CLAUDE.md CLAUDE.md file
ariaxhan/kernel-claude · CLAUDE.md
git:20260914.b467c9d · audit A · 14 stars
llms.txt llms.txt file
ariaxhan/kernel-claude · llms.txt
git:20260912.482f2bc · audit A · 14 stars
app-dev SKILL.md skill
ariaxhan/kernel-claude · skills/app-dev/SKILL.md · Mobile/web build pipeline: fastlane-first local builds, store submission, pre-submission checklists. Triggers: app…
git:20261026.56c9dc2 · audit A · 14 stars
architecture SKILL.md skill
ariaxhan/kernel-claude · skills/architecture/SKILL.md · Modular design, interface stability, dependency management, AI-code health. Triggers: architecture, design, structure…
git:20260910.20bff72 · audit A · 14 stars
checkpoint SKILL.md skill
ariaxhan/kernel-claude · skills/checkpoint/SKILL.md · Save bounded progress as kernel.checkpoint/v1 for exact resume after reset. Triggers: checkpoint, save progress…
git:20260828.e3ca514 · audit A · 14 stars
context-mgmt SKILL.md skill
ariaxhan/kernel-claude · skills/context-mgmt/SKILL.md · Context engineering: compaction, progressive disclosure, structured notes via AgentDB. Triggers: tokens, compaction…
git:20261101.9abd3fd · audit A · 14 stars
debug SKILL.md skill
ariaxhan/kernel-claude · skills/debug/SKILL.md · Diagnosis before prescription: reproduce, hypothesize, isolate, fix root cause, add a regression test; refactor mode…
git:20260920.7955cbf · audit A · 14 stars
dream SKILL.md skill
ariaxhan/kernel-claude · skills/dream/SKILL.md · Deep creative exploration engine. Competing perspectives, stress-tested by a 4-persona council, scored by integrity…
git:20260829.6827144 · audit A · 14 stars
eval SKILL.md skill
ariaxhan/kernel-claude · skills/eval/SKILL.md · Eval-Driven Development (EDD) for AI workflows. pass@k metrics, capability evals, regression evals. Triggers: eval…
git:20261017.fd085ca · audit A · 14 stars
experiment SKILL.md skill
ariaxhan/kernel-claude · skills/experiment/SKILL.md · Rules as hypotheses: falsifiable tests, confidence updates, graduate or kill. Triggers: experiment, hypothesis, prove…
git:20260910.20bff72 · audit A · 14 stars
forge SKILL.md skill
ariaxhan/kernel-claude · skills/forge/SKILL.md · Autonomous development with experimental self-correction. Iterates through quality gates until antifragile or blocked.
git:20260829.6827144 · audit A · 14 stars

Every file in ariaxhan/kernel-claude

Other files named review

review SKILL.md skill
garrytan/gstack · review/SKILL.md · Use when you review this PR's diff. (gstack)
v1.0.0 · audit A · 140,694 stars
review SKILL.md skill
qwenlm/qwen-code · packages/core/src/skills/bundled/review/SKILL.md · Review changed code for correctness, security, code quality, and performance. Use when the user asks to review code…
git:20261102.0ebbe15 · audit B · 29,081 stars
review SKILL.md skill
zereight/gitlab-mcp · .github/skills/review/SKILL.md · Code review with spec compliance and quality checks. Activate when user says: review this, code review, review my…
git:20260412.9d9ce51 · audit A · 2,088 stars
review SKILL.md skill
dzhng/skills · skills/engineering/review/SKILL.md · Closeout pass on a finished substantive change — sequence refactor-clean (shape), code-review (diff), and write-docs…
git:20260708.3797915 · audit A · 1,404 stars
review SKILL.md skill
sethgammon/citadel · skills/review/SKILL.md · 5-pass structured code review — correctness, security, performance, readability, consistency
git:20260611.0f3f8e7 · audit A · 927 stars
review SKILL.md skill
suboss87/fdeops · skills/review/SKILL.md · Review a proposed customer code change against its intended outcome and operational risks. Use for a diff or PR review…
git:20261005.ed7f271 · audit A · 827 stars
review SKILL.md skill
snowflake-labs/cocoplus · .cortex/skills/cocobrew/review/SKILL.md · Enter the Review phase of CocoBrew. Aggregates findings from Code Quality Advisor, CocoCupper intelligence, spec…
v1.0.2 · audit A · 728 stars
review SKILL.md skill
dcouple/pane · main/src/services/paneChatBundle/skills/review/SKILL.md · Review a PR against its linked issue, repository checks, correctness, architecture, and applicable conventions. Post…
git:20261105.60e9622 · audit A · 603 stars

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