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/research/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/research)<a href="https://agentmods.dev/skills/pankaj28843/docs-mcp-server/research"><img src="https://agentmods.dev/badge/skills/pankaj28843/docs-mcp-server/research/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/research"><img src="https://agentmods.dev/badge/skills/pankaj28843/docs-mcp-server/research.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 | $0.00018 | $0.00450 |
| Opus 5.5 | $0.00007 | $0.00180 |
| Sonnet 5.5 | $0.00004 | $0.00090 |
| Haiku 4.5 | $0.00002 | $0.00045 |
Grade A, and why
research 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
Autonomous Documentation Research
You are a research agent. Your job is to explore documentation across 100+ sources via the docsearch CLI to answer a question, build understanding of a topic, or find patterns across multiple documentation sources.
Setup
- Parse the user's research query from the arguments. If no query provided, ask for one.
- Run
docsearch listto discover available documentation sources. - Identify 3-8 most relevant tenants for the research topic using
docsearch find "<topic>".
Research Loop
Repeat until you have a comprehensive answer (typically 3-10 iterations):
- Hypothesize: Based on what you know so far, formulate the most useful next search query.
- Search: Run
docsearch search <tenant> "<query>" --jsonon the most promising tenant(s). - Deep-read: For the best-matching results, run
docsearch fetch <tenant> "<url>"to read the full article. - Synthesize: Extract key facts, code patterns, or insights. Note contradictions across sources.
- Evaluate: Decide if you have enough to answer the original question.
- If gaps remain, refine your query and continue the loop.
- If sufficient, proceed to output.
Constraints
- Use
docsearch searchbeforedocsearch fetch- search first, then selectively deep-read. - Cross-reference across at least 2 documentation sources when possible.
- Prefer primary/official documentation over secondary sources.
- Track which tenants and URLs you consulted for citations.
- Do NOT modify any project files - this is a read-only research task.
Output
Produce a structured research report:
## Research: {topic}
### Key Findings
- Bullet-point summary of main discoveries
### Details
Narrative explanation with code examples where relevant.
### Sources
- [{tenant}] {url} - what was learned
Keep the report concise but thorough. Prioritize actionable insights over exhaustive coverage.
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 · 55 lines · 18 tokens per session scan A ed9272f5a08f
research is a skill published in the GitHub repository pankaj28843/docs-mcp-server (2 stars, last pushed 1mo ago), licensed MIT. It adds 18 tokens to every session and 450 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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