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 cyanheads/openlibrary-mcp-server --skill release-pr-reviewgit clone --depth 1 https://github.com/cyanheads/openlibrary-mcp-serverWrote 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/cyanheads/openlibrary-mcp-server/release-pr-review)<a href="https://agentmods.dev/skills/cyanheads/openlibrary-mcp-server/release-pr-review"><img src="https://agentmods.dev/badge/skills/cyanheads/openlibrary-mcp-server/release-pr-review/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/cyanheads/openlibrary-mcp-server/release-pr-review"><img src="https://agentmods.dev/badge/skills/cyanheads/openlibrary-mcp-server/release-pr-review.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 | $0.00136 | $0.04269 |
| Opus 5.5 | $0.00054 | $0.01708 |
| Sonnet 5.5 | $0.00027 | $0.00854 |
| Haiku 4.5 | $0.00014 | $0.00427 |
Grade A, and why
release-pr-review 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 4d 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.
This is a copy
100% identical to release-pr-review — 0 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.
How it starts
The opening of the file, as written. The whole thing — 172 lines — stays where its author put it; the contents beside it link to each section on GitHub.
When to use
git-wrapup has halted at an open release PR (gated mode) and the caller wants the release reviewed before it ships. The PR is the review target: the stack is committed, the tree is clean, gates were green when the PR opened.
Not for: PRs from outside contributors (those get a human reply, not a commit on their branch), non-release branches, or a PR that has already merged.
Preconditions
- The repo is checked out on
release/<version>with a clean working tree - The PR is open, and its head SHA equals local HEAD
- No tag
v<version>exists yet — tagging isrelease-and-publish's job, after this pass
Verify all three in step 1; halt on any mismatch. The one exception to a clean tree: uncommitted work the caller explicitly hands over to ship in this release. Verify it against its description, commit it first as ordinary commits on top of the stack (step 5's conventions), add it to the changelog entry, and review it with the rest of the range. Any other uncommitted change is a halt.
Steps
1. Orient
git branch --show-current # release/<version>
git status --short # empty
gh pr view --json number,state,title,body,headRefOid,baseRefName # state OPEN, base main, headRefOid == git rev-parse HEAD
git log --oneline main..HEAD # the stack: work commits, release commit on top
git diff main...HEAD --stat
Read framework-skills/code-simplifier/SKILL.md in full. Read the changelog entry for this version (changelog/<major.minor>.x/<version>.md) — it is the claim the diff has to back.
2. Establish the review range
The range is main...HEAD — every commit in the PR. code-simplifier's Phase 1 looks at the uncommitted diff and, finding none, falls back to the last commit; override that here: the diff under review is git diff main...HEAD, and new files are the ones git diff main...HEAD --name-status marks A. Everything else in the simplifier procedure applies as written: read the full files, survey adjacent code, run the project gate once for a baseline. A red baseline is a finding to fix in this pass, not to note and move past. One cause is peculiar to a PR that sat open: a dependency the install age guard (minimumReleaseAge in bunfig.toml) held back at wrapup has crossed it, turning devcheck's outdated check red — take the bump as an ordinary chore(deps) commit in step 5, recorded in the changelog entry's ## Dependencies.
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.
- 4d ago Changed · +31 lines 43d53ae3d7d1
- 24d ago First seen · 141 lines · 136 tokens per session scan A b2646f0dcfad
release-pr-review is a skill published in the GitHub repository cyanheads/openlibrary-mcp-server (4 stars, last pushed 5d ago), licensed Apache-2.0. It adds 136 tokens to every session and 4,269 once invoked, about $0.0005 per session on Opus 5.5. A static security scan graded it A with 0 findings. It is 100% identical to release-pr-review, differing in 0 lines, and is treated as a copy.
Other skills, from other repositories
release-pr-review
Review pass on an open release PR (release/ → main) — the step between git-wrapup and release-and-publish when a project releases in gated release PR mode. Reads the PR's commit range through the code-simplifier lens plus a correctness review, verifies whatever an automated reviewer left on the PR, lands fixes as…
release-pr-review
Review pass on an open release PR (release/ → main) — the step between git-wrapup and release-and-publish when a project releases in gated release PR mode. Reads the PR's commit range through the code-simplifier lens plus a correctness review, verifies whatever an automated reviewer left on the PR, lands fixes as…
release-and-publish
Ship a release end-to-end across every registry the project targets (npm, MCP Registry, GitHub Releases for .mcpb bundles, GHCR). Runs the final verification gate, fast-forwards main when the release rode a release PR, creates the annotated tag on the commit main now points at, pushes commits and tags, then publishes…
release-pr-review
Review pass on an open release PR (release/ → main) — the step between git-wrapup and release-and-publish when a project releases in gated release PR mode. Reads the PR's commit range through the code-simplifier lens plus a correctness review, verifies whatever an automated reviewer left on the PR, lands fixes as…
release-pr-review
Review pass on an open release PR (release/ → main) — the step between git-wrapup and release-and-publish when a project releases in gated release PR mode. Reads the PR's commit range through the code-simplifier lens plus a correctness review, verifies whatever an automated reviewer left on the PR, lands fixes as…
release-pr-review
Review pass on an open release PR (release/ → main) — the step between git-wrapup and release-and-publish when a project releases in gated release PR mode. Reads the PR's commit range through the code-simplifier lens plus a correctness review, verifies whatever an automated reviewer left on the PR, lands fixes as…