Borrowing it
Nothing to install: this file belongs to pankaj28843/docs-mcp-server. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/pankaj28843/docs-mcp-server/main/.agents/skills/simplify/SKILL.mdgit clone --depth 1 https://github.com/pankaj28843/docs-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/pankaj28843/docs-mcp-server/simplify)<a href="https://agentmods.dev/skills/pankaj28843/docs-mcp-server/simplify"><img src="https://agentmods.dev/badge/skills/pankaj28843/docs-mcp-server/simplify/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/pankaj28843/docs-mcp-server/simplify"><img src="https://agentmods.dev/badge/skills/pankaj28843/docs-mcp-server/simplify.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 | $0.00017 | $0.00139 |
| Opus 5.5 | $0.00007 | $0.00056 |
| Sonnet 5.5 | $0.00003 | $0.00028 |
| Haiku 4.5 | $0.00002 | $0.00014 |
Grade A, and why
simplify 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 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.
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
- Review recent changes (git diff or specified files)
- Check for:
- Code duplication that could be consolidated
- Unnecessary abstractions or indirection
- Pass-through functions that add no value
- Overly complex control flow
- Unused imports or variables
- Apply simplifications
- Run validation:
uv run ruff format . && uv run ruff check --fix . && timeout 120 uv run pytest -m unit --no-cov - Report what was simplified and why
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 · 17 lines · 17 tokens per session scan A d8c642cfa799
simplify is a skill published in the GitHub repository pankaj28843/docs-mcp-server (2 stars, last pushed 1mo ago), licensed MIT. It adds 17 tokens to every session and 139 once invoked, about $0.0001 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 2026-08-31.
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nightly-audit-engineer-ops
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change-review
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docs-audit
Audit one section of the docs content against the code, and report what is wrong, stale, fragile, off-voice, or missing.
pr
Analyze changes, detect scope issues, and create a well-structured PR.
review-loop
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