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 Abdul4code/CodePecker --skill codepecker-skillgit clone --depth 1 https://github.com/Abdul4code/CodePeckerWrote 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/abdul4code/codepecker/codepecker-skill)<a href="https://agentmods.dev/skills/abdul4code/codepecker/codepecker-skill"><img src="https://agentmods.dev/badge/skills/abdul4code/codepecker/codepecker-skill/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/abdul4code/codepecker/codepecker-skill"><img src="https://agentmods.dev/badge/skills/abdul4code/codepecker/codepecker-skill.svg" alt="Reviewed on agentmods" width="80" height="20"></a>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 | $0.00061 | $0.05775 |
| Opus 5.5 | $0.00024 | $0.02310 |
| Sonnet 5.5 | $0.00012 | $0.01155 |
| Haiku 4.5 | $0.00006 | $0.00577 |
Grade A, and why
codepecker-code-review scanned grade A with 3 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 1mo 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.
Unrestricted tool accesslowExcessive agency
A wildcard tool grant or "run any command" leaves no least-privilege boundary at all.
**Why it matters:** These constructs can execute arbitrary code hidden inside data. Downgraded: this mod is about security review, or the phrase is quoted, so it is likely naming the pattern rather than instructing it.
Makes network callslowCapability
Not a fault in itself. Listed so you know the mod talks to something, and to what.
resp = requests.get(f"https://fx.example/{currency}") Runs shell commandslowCapability
Expected in a hook, worth knowing in a rule or an instructions file.
os.system("pg_dump " + table + " > backup.sql") The source is not reproduced here
No licence file
A repository with no LICENSE is all rights reserved by default, so the body is not copied here. The metadata, the measurements and the link are.
What ships with it
20 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
- rules/readiness/RDY-01.md 1.1 KB
- rules/readiness/RDY-02.md 979 B
- rules/readiness/RDY-03.default.md 879 B
- rules/readiness/RDY-04.md 900 B
- rules/readiness/RDY-05.md 1.1 KB
- rules/security/SEC-01.md 1009 B
- rules/security/SEC-02.md 1.0 KB
- rules/security/SEC-03.default.md 968 B
- rules/security/SEC-04.default.md 1003 B
- rules/security/SEC-05.md 1.0 KB
- rules/standards/STD-01.md 1.0 KB
- rules/standards/STD-02.default.md 1021 B
- rules/standards/STD-03.md 909 B
- rules/standards/STD-04.md 737 B
- rules/standards/STD-05.md 857 B
- rules/sustainability/GREEN-01.md 1.2 KB
- rules/sustainability/GREEN-02.md 1.0 KB
- rules/sustainability/GREEN-03.md 955 B
- rules/sustainability/GREEN-04.md 929 B
- rules/sustainability/GREEN-05.md 1.1 KB
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.
- 1mo ago First seen · 808 lines · 61 tokens per session scan A 238b500ea1a0
codepecker-code-review is a skill published in the GitHub repository Abdul4code/CodePecker (0 stars, last pushed 3mo ago), with no licence file. It adds 61 tokens to every session and 5,775 once invoked, about $0.0002 per session on Opus 5.5. A static security scan graded it A with 3 findings (unrestricted tool access, makes network calls, runs shell commands). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.
Other skills, from other repositories
autoreview
Structured code review through the shared OpenClaw agent-skills installation.
omh-code-review
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revdiff-plan
Review the last Codex assistant message (plan, analysis, or proposal) with inline annotations in a TUI overlay. Extracts the most recent response from Codex rollout files and opens it in revdiff for review and annotation. Activates on "revdiff-plan", "review plan with revdiff", "annotate plan", "review last response"…
asplos-writing-style
Use when drafting or revising ASPLOS prose — engineering the first two pages that rapid review actually reads, stating the cross-layer insight as one quotable sentence, structuring per-layer mechanism sections, writing bounded claims, and fitting everything into 11 self-contained pages that include figures and…
explore-unknowns
Guide the user through a quadrant walk that maps the unknowns of a task — open by listing the known knowns, then work through known unknowns, unknown knowns, and unknown unknowns one stage at a time, ending with a complete four-quadrant map in the user's hands. Use when a request is ambiguous or underspecified, the…
re0-merge
Review and land an external contribution the way this suite does: gate it against the thesis, land it with the author's credit intact, complete a new skill rather than merging it raw, then approve, credit, and explain before closing. Use when reviewing a pull request, as any collaborator or maintainer, not only the…