Keel research
A rigor router for AI coding agents: FAST lane for low-risk one-shots, HEAVY lane with full review gates for correctness-critical work — decided by a nine danger-surface scan.
npx -y skills add sayeediftekhar/Keel --skill keel-researchAssembled from the repository path, not quoted from the project. Check it against their README if it does not work.
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What its author says it does
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Research lane router. Routes knowledge tasks — querying your own documents, real-time web search, and building a searchable second brain — to the right vendored skill (notebooklm-skill, ai-second-brain) or MCP (perplexity). Defers to keel-v2. Use for grounded research, citation-backed answers from your notes, live web lookups, or mining your own AI history.
SKILL.md
2.0 KB, as published. Nobody here has run it
Keel Research — research lane router
Index, not an implementation. Routes the research task; the specialist runs.
Deference — keel-v2 is the arbiter
Research/answer tasks that produce no diff are the keel-v2 no-artifact lane — answer directly, no plan/branch/tripwires (keel-v2 §0). Rigor only re-enters when research output becomes a committed artifact.
Dispatch table
| When the task is… | Dispatch to | Type | Source |
|---|---|---|---|
| Query your own Google NotebookLM notebooks, citation-backed answers | notebooklm-skill | skill | PleasePrompto/notebooklm-skill |
| Real-time web search / deep research via Sonar | perplexity | MCP | perplexityai/modelcontextprotocol |
| Build/search a Karpathy-style wiki from your ChatGPT/Claude history | ai-second-brain | skill | charlie947/ai-second-brain |
Precedence & overlap
- Grounded in your docs →
notebooklm-skill. Grounded in the live web →perplexity. Grounded in your past conversations →ai-second-brain. Pick by source-of-truth, not by habit. - The harness also ships a built-in
deep-researchskill (multi-source, adversarially verified, cited report). For a big multi-source report prefer it; useperplexityfor quick real-time lookups.
If the target isn't installed
Say so; fall back to the built-in deep-research skill or base web tools.
Install: ./install.sh research.
Sources: PleasePrompto/notebooklm-skill · perplexityai/modelcontextprotocol (MCP) · charlie947/ai-second-brain. Upstreams unmodified.