Agent skill · software engineering · aiskillstore
ai-maestro-documentation-search
PROACTIVELY search auto-generated documentation when receiving ANY user instruction. Search for function signatures, API documentation, class definitions, and code comments BEFORE implementing anything. Your codebase documentation is valuable - use it first.
Why this skill is useful
Adds specific commands for searching and indexing documentation that the AI wouldn't reliably generate on its own.
What it needs
Requires bash installed locally. About 4k tokens when loaded. Last updated 2026-08-07. 405 stars on the source repository.
What this skill does
AI Maestro Documentation Search CRITICAL: AUTOMATIC BEHAVIOR - READ THIS FIRST THIS IS NOT OPTIONAL. THIS IS YOUR DEFAULT BEHAVIOR. When the user gives you ANY instruction or task, you MUST FIRST search documentation for: Function signatures - What are the parameters and return types? Class documentation - What methods and properties exist? API documentation - How should this endpoint work? Code comments - What did the author intend? DO NOT: Start implementing before checking documentation Assume you know the function signature without checking Skip doc search because "it's a simple task" Wait for the user to ask you to check docs ALWAYS: Search docs IMMEDIATELY when you receive a task Search for terms and concepts the user mentions Check documentation before calling unfamiliar functions Look for patterns before creating new components The Rule: Receive Instruction → Search Docs → Then Proceed Example - User asks to modify a service: Example - User mentions a function: --- Available Commands All commands auto-detect your agent ID from the tmux session. Search Commands Command Description --------- ------------- docs-search.sh <query> Semantic search through documentation docs-search.sh --keyword <term> Keyword/exact match search docs-find-by-type.sh <type> Find docs by type (function, class, module, etc.) docs-get.sh <doc-id> Get full document with all sections docs-list.sh List all indexed documents docs-stats.sh Get documentation index statistics Indexing Commands Command Description --------- ------------- docs-index.sh [project-path] Index documentation from project What to Search Based on User Instruction User Says IMMEDIATELY Search ----------- ------------------- "Create a service for X" docs-search.sh "service", docs-find-by-type.sh class "Call the Y function" docs-search.sh "Y", docs-search.sh --keyword "Y" "Implement authentication" docs-search.sh "authentication", docs-search.sh "auth" "Fix the Z method" docs-search.sh "Z" --keyword, docs-find-by-type.sh …
How to use it
Reference it in AdaL, Claude Code, Cursor or any coding agent — nothing to install:
@skills aiskillstore/ai-maestro-documentation-search