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/pixoo-mcp-server --skill polish-docs-metagit clone --depth 1 https://github.com/cyanheads/pixoo-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/pixoo-mcp-server/polish-docs-meta)<a href="https://agentmods.dev/skills/cyanheads/pixoo-mcp-server/polish-docs-meta"><img src="https://agentmods.dev/badge/skills/cyanheads/pixoo-mcp-server/polish-docs-meta/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/pixoo-mcp-server/polish-docs-meta"><img src="https://agentmods.dev/badge/skills/cyanheads/pixoo-mcp-server/polish-docs-meta.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 | $0.00054 | $0.05394 |
| Opus 5.5 | $0.00022 | $0.02158 |
| Sonnet 5.5 | $0.00011 | $0.01079 |
| Haiku 4.5 | $0.00005 | $0.00539 |
Grade A, and why
polish-docs-meta 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 2d 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 polish-docs-meta — 21 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 — 287 lines — stays where its author put it; the contents beside it link to each section on GitHub.
When to Use
- Server implementation is functionally complete (tools, resources, prompts, services all working)
bun run devcheckpasses, tests pass- You're preparing for first commit, first release, or making the repo public
- User says "polish", "polish docs", "finalize", "make it ship-ready", "clean up docs", or similar
- Re-running after adding/removing tools, resources, or other surface area changes
Prefer running after implementation is complete, but safe to re-run at any point — steps are idempotent.
Companion: pair with security-pass for a full pre-ship review — this skill polishes docs and metadata; security-pass audits handlers for MCP-specific security gaps.
Prerequisites
- All tools/resources/prompts implemented and registered
-
bun run devcheckpasses - Tests pass (
bun run test)
If these aren't met, address them first.
Steps
1. Audit the Surface Area
Read all tool, resource, and prompt definitions. Build a mental model of what the server actually does — names, descriptions, input/output shapes, auth scopes. This inventory drives every document below.
Read:
src/index.ts(what's registered increateApp())- All files in
src/mcp-server/tools/definitions/ - All files in
src/mcp-server/resources/definitions/ - All files in
src/mcp-server/prompts/definitions/ - All files in
src/services/(if any) src/config/server-config.ts(if any)
Capture: tool count, resource count, prompt count, service count, required env vars.
2. README.md
Read the gold standard first: the pubmed-mcp-server README — https://github.com/cyanheads/pubmed-mcp-server/blob/main/README.md (or ../pubmed-mcp-server/README.md when that repo is checked out beside this one). Mirror its structure, section order, heading forms, and density. Reuse its non-server-specific content as-is — the framework line under Features, and the Getting started / Configuration / Running the server / Development guide / Contributing boilerplate — and tune only what is server-specific: the header, the Overview description, the primitives and their Capability reference entries, the domain-specific and agent-friendly bullets, env vars, project structure. Then read references/readme.md for the conventions spelled out; where it and the pubmed README disagree, the README wins — note the discrepancy in your report rather than editing the reference.
What ships with it
4 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.
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.
- 2d ago Changed · +1 lines d29865bb4871
- 29d ago Changed 512ce79e9eff
- 1mo ago Changed fa424327c311
- 1mo ago Changed · +9 lines a35cfa92eff5
- 1mo ago First seen · 277 lines · 54 tokens per session scan A 50926cd53e50
polish-docs-meta is a skill published in the GitHub repository cyanheads/pixoo-mcp-server (10 stars, last pushed 3d ago), licensed Apache-2.0. It adds 54 tokens to every session and 5,394 once invoked, about $0.0002 per session on Opus 5.5. A static security scan graded it A with 0 findings. It is 100% identical to polish-docs-meta, differing in 21 lines, and is treated as a copy.
Other skills, from other repositories
opik-diagnose
Surface the Opik traces worth a developer's attention, ranked by signal — Diagnostics issues first, then errors, failed tool calls, latency, regressions, and low online-eval scores. With the Opik MCP connected it lists the project's agentinsightsissue entities, offers to turn Diagnostics on when the project has it…
cortex-explore-memory
Explore the memory system's state, find gaps in knowledge, assess coverage, and get diagnostic information. Use when the user asks 'what does my memory look like', 'show me memory stats', 'what am I missing', 'how good is my knowledge', 'memory health', 'show coverage', 'find gaps', 'what topics are weak', or when you…
qmclaw-workbench
A local simulator for superconducting quantum-bit experiments, including measurements used to study and tune a qubit. It produces bounded synthetic results without connecting to laboratory hardware or quantum cloud services.
quantum-fermi-hubbard-vqe
A variational quantum simulation of the open-boundary Fermi–Hubbard chain, a model of particles hopping between sites and interacting when they occupy the same system. It maps the model to qubits with the Jordan–Wigner transformation and searches for a low-energy state.
quantum-grover
A Qiskit implementation of Grover's algorithm, a quantum search method that increases the chance of finding a marked item. It can explain the method, build an explicit quantum circuit, or run it with chosen inputs.
quantum-algorithms
A routing workflow for choosing an open-source quantum-computing algorithm and loading the matching local workflow. Quantum computing uses circuits and quantum states to represent and process information.