Agent skill
docs-search
Search auto-generated codebase documentation for function signatures, API docs, class definitions, and code comments. Use when the user asks to "search docs", "find documentation", "look up a function", "check the API", or before implementing changes to verify correct signatures and patterns.
Install this agent skill to your Project
npx add-skill https://github.com/davila7/claude-code-templates/tree/main/cli-tool/components/skills/ai-maestro/docs-search
SKILL.md
AI Maestro Documentation Search
Search your codebase's auto-generated documentation for function signatures, class definitions, API docs, and code comments. Verify correct patterns before writing code. Part of the AI Maestro suite.
Prerequisites
Requires AI Maestro running locally with documentation indexed.
# Install doc tools
git clone https://github.com/23blocks-OS/ai-maestro-plugins.git
cd ai-maestro-plugins && ./install-doc-tools.sh
Core Behavior
Before implementing any code changes, search docs first:
Receive instruction -> Search docs -> Then implement
Commands
Search
| Command | Description |
|---|---|
docs-search.sh <query> |
Semantic documentation search |
docs-search.sh --keyword <term> |
Exact keyword matching |
docs-find-by-type.sh <type> |
Find by type (function, class, module) |
docs-get.sh <doc-id> |
Get full document content |
Index
| Command | Description |
|---|---|
docs-index.sh [path] |
Full index from project |
docs-index-delta.sh [path] |
Delta index (new/modified files only) |
docs-list.sh |
List all indexed documents |
docs-stats.sh |
Index statistics |
Document Types
| Type | Sources |
|---|---|
function |
JSDoc, RDoc, docstrings |
class |
Class-level comments |
module |
Module/namespace comments |
interface |
TypeScript interfaces |
component |
React/Vue component comments |
readme |
README files |
guide |
docs/ folder content |
Usage Examples
# Semantic search
docs-search.sh "authentication flow"
# Keyword search for specific identifier
docs-search.sh --keyword "UserController"
# Find all class documentation
docs-find-by-type.sh class
# Get full document details
docs-get.sh doc-abc123
# Index your codebase (first time)
docs-index.sh /path/to/project
# Update index after changes
docs-index-delta.sh
Full AI Maestro Experience
This skill is part of the AI Maestro platform, which provides 6 skills for AI agent orchestration: messaging, memory, docs, graph, planning, and agent management.
Recommended Agent Skills
Expand your agent's capabilities with these related and highly-rated skills.
verl-rl-training
Provides guidance for training LLMs with reinforcement learning using verl (Volcano Engine RL). Use when implementing RLHF, GRPO, PPO, or other RL algorithms for LLM post-training at scale with flexible infrastructure backends.
openrlhf-training
High-performance RLHF framework with Ray+vLLM acceleration. Use for PPO, GRPO, RLOO, DPO training of large models (7B-70B+). Built on Ray, vLLM, ZeRO-3. 2× faster than DeepSpeedChat with distributed architecture and GPU resource sharing.
gguf-quantization
GGUF format and llama.cpp quantization for efficient CPU/GPU inference. Use when deploying models on consumer hardware, Apple Silicon, or when needing flexible quantization from 2-8 bit without GPU requirements.
Claude Code Guide
Master guide for using Claude Code effectively. Includes configuration templates, prompting strategies "Thinking" keywords, debugging techniques, and best practices for interacting with the agent.
qdrant-vector-search
High-performance vector similarity search engine for RAG and semantic search. Use when building production RAG systems requiring fast nearest neighbor search, hybrid search with filtering, or scalable vector storage with Rust-powered performance.
behavioral-modes
AI operational modes (brainstorm, implement, debug, review, teach, ship, orchestrate). Use to adapt behavior based on task type.
Didn't find tool you were looking for?