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From the author

Finds evidence from outside this repository and reports it with numbered citations, or marks a claim [unsourced] and leaves it marked. Uses only the tools the client actually has: the local floor is always on, web search / Tavily / Exa run only when the client configured them, and NotebookLM deep research runs only when `notebooklm doctor` passes — an absent tool degrades and is named, never an error. Ends with three cited directions worth taking. Trigger for "what does the state of the art say", "compare the options for", "find sources on", "is this still true", "what do the docs say about". Not for questions whose answer is in this repository — use /ai-explore. Not for diagnosing a failure — use /ai-debug. Not for deciding what to build — use /ai-orchestrator.

Install

npx skills add arcasilesgroup/ai-engineering --skill ai-research -a claude-code

Installs to .claude/skills/ai-research/ · Each command fetches the skill straight from GitHub with the open skills CLI.

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Byte-identical to the scanned commit, with the repository’s licence and a SOURCE.txt.

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Why 82

Security100
Provenance62
Maintenance100
Licence100
Adoption32

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