Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add gsarig/skills --skill code-review-litegit clone --depth 1 https://github.com/gsarig/skillsWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/gsarig/skills/code-review-lite)<a href="https://agentmods.dev/skills/gsarig/skills/code-review-lite"><img src="https://agentmods.dev/badge/skills/gsarig/skills/code-review-lite/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/gsarig/skills/code-review-lite"><img src="https://agentmods.dev/badge/skills/gsarig/skills/code-review-lite.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector pass
What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00065 | $0.00618 |
| Opus 5.5 | $0.00026 | $0.00247 |
| Sonnet 5.5 | $0.00013 | $0.00124 |
| Haiku 4.5 | $0.00006 | $0.00062 |
Grade A, and why
code-review-lite scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 22d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
What it actually says
Steps
1. Source and diff
If --source and the corresponding identifier args were passed, the orchestrator already resolved the source: skip source detection and read only the diff-fetching and output-format sections of ~/.claude/skills/code-review/references/review-shared.md, then fetch the diff for that mode. Otherwise, read ~/.claude/skills/code-review/references/review-shared.md and follow its source detection and diff fetching sections.
2. Lint (conditional)
Skip the linter when source mode is pr and --lint was not passed (CI runs the linter on the PR).
Otherwise run the linter per the linter detection section of the shared doc.
3. Load language references (conditional)
If any changed path matches \.(js|jsx|ts|tsx|mjs|cjs)$, read ~/.claude/skills/code-review/references/js-security.md.
4. GitHub Actions hash verification (conditional)
If the diff contains any line matching ^\+\s*uses:\s+\S+@[0-9a-f]{40}, run the verification per the shared doc.
5. Review
Read ~/.claude/skills/code-review/references/review-checklist.md first for general principles.
Focus on:
- Correctness against obvious intent. Lite reviews do not gather requirements; reason about what the diff is trying to do from the code itself.
- Readability and naming.
- Matches existing patterns in the file or nearby files.
- Dead code, debug artefacts, accidental scope creep.
- Security issues that are visible without deep analysis (hardcoded secrets, obvious injection, missing input validation on user-facing entry points).
Do not deep-dive architecture or push for refactors beyond the diff. Honour the common review rules in the shared doc.
6. Output
Format per the output section of ~/.claude/skills/code-review/references/review-shared.md.
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 22d ago Changed 9cf2e974a416
- 2mo ago First seen · 47 lines · 65 tokens per session scan A 97716bc42c42
code-review-lite is a skill published in the GitHub repository gsarig/skills (30 stars, last pushed 13d ago), licensed MIT. It adds 65 tokens to every session and 618 once invoked, about $0.0003 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
code-review-lite compared with skills from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| code-review-litegsarig/skills | Skill | 30 | 13d ago | MIT | A | 65 | Claude Code |
| autoreviewopenclaw/clawhub | Skill | 9.5k | yesterday | MIT | A | 17 | Claude Code, Codex |
| agent-teams-simplify-and-hardenLeoYeAI/openclaw-master-skills | Skill | 2.2k | 6d ago | MIT | A | 115 | Claude Code, Codex |
| omh-code-reviewrlaope/oh-my-hermes | Skill | 5.2k | yesterday | MIT | A | 48 | Claude Code, Codex |
| revdiff-planumputun/revdiff | Skill | 945 | yesterday | MIT | A | 84 | Claude Code |
| explore-unknownsdzhng/skills | Skill | 1.4k | 2d ago | MIT | A | 162 | Claude Code, Codex |
| re0-mergeLilMGenius/paperthin | Skill | 1.4k | 4d ago | MIT | A | 70 | Claude Code |