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AI & LLMs @matrixy Updated 2/26/2026

Agent Registry OpenClaw Skill - ClawHub

Do you want your AI agent to automate Agent Registry workflows? This free skill from ClawHub helps with ai & llms tasks without building custom tools from scratch.

What this skill does

MANDATORY agent discovery system for token-efficient agent loading. Claude MUST use this skill instead of loading agents directly from ~/.claude/agents/ or .claude/agents/. Provides lazy loading via search and get tools. Use when: (1) user task may benefit from specialized agent expertise, (2) user asks about available agents, (3) starting complex workflows that historically used agents. This skill reduces context window usage by ~95% compared to loading all agents upfront.

Install

npx clawhub@latest install agent-registry

Full SKILL.md

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agent-registry2.0.1MANDATORY agent discovery system for token-efficient agent loading. Claude MUST use this skill instead of loading agents directly from ~/.claude/agents/ or .claude/agents/. Provides lazy loading via search and get tools. Use when: (1) user task may benefit from specialized agent expertise, (2) user asks about available agents, (3) starting complex workflows that historically used agents. This skill reduces context window usage by ~95% compared to loading all agents upfront.

Agent Registry

Lazy-loading system for Claude Code agents. Eliminates the "~16k tokens" warning by loading agents on-demand.

CRITICAL RULE

NEVER assume agents are pre-loaded. Always use this registry to discover and load agents.

Workflow

User Request → search_agents(intent) → select best match → get_agent(name) → execute with agent

Available Commands

Command When to Use Example
list.js User asks "what agents do I have" or needs overview bun bin/list.js
search.js Find agents matching user intent (ALWAYS do this first) bun bin/search.js "code review security"
search-paged.js Paged search for large registries (300+ agents) bun bin/search-paged.js "query" --page 1 --page-size 10
get.js Load a specific agent's full instructions bun bin/get.js code-reviewer

Search First Pattern

  1. Extract intent keywords from user request
  2. Run search: bun bin/search.js "<keywords>"
  3. Review results: Check relevance scores (0.0-1.0)
  4. Load if needed: bun bin/get.js <agent-name>
  5. Execute: Follow the loaded agent's instructions

Example

User: "Can you review my authentication code for security issues?"

# Step 1: Search for relevant agents
bun bin/search.js "code review security authentication"

# Output:
# Found 2 matching agents:
#   1. security-auditor (score: 0.89) - Analyzes code for security vulnerabilities
#   2. code-reviewer (score: 0.71) - General code review and best practices

# Step 2: Load the best match
bun bin/get.js security-auditor

# Step 3: Follow loaded agent instructions for the task

Installation

Step 1: Install the Skill

Quick Install (Recommended):

# Using Skills CLI (recommended)
npx skills add MaTriXy/Agent-Registry@agent-registry

# Discover skills interactively
npx skills find

# Update existing skills
npx skills update

Traditional Install:

# User-level installation
./install.sh

# OR project-level installation
./install.sh --project

# Optional: install enhanced interactive UI dependency
./install.sh --install-deps

What install.sh does:

  1. Copies skill files to ~/.claude/skills/agent-registry/
  2. Creates empty registry structure
  3. Optionally installs dependencies via --install-deps (@clack/prompts for enhanced UI)

Step 2: Migrate Your Agents

Run the interactive migration script:

cd ~/.claude/skills/agent-registry
bun bin/init.js
# Optional destructive mode:
bun bin/init.js --move

Interactive selection modes:

  • With @clack/prompts (default): Beautiful checkbox UI with category grouping, token indicators, and paging

    • Arrow keys navigate, Space toggle, Enter confirm
    • Visual indicators: [green] <1k tokens, [yellow] 1-3k, [red] >3k
    • Grouped by subdirectory
  • Fallback: Text-based number input

    • Enter comma-separated numbers (e.g., 1,3,5)
    • Type all to migrate everything

What init.js does:

  1. Scans ~/.claude/agents/ and .claude/agents/ for agent files
  2. Displays available agents with metadata
  3. Lets you interactively select which to migrate
  4. Copies selected agents to the registry by default (--move is explicit opt-in)
  5. Builds search index (registry.json)

Dependencies

  • Bun (ships with Claude Code) — zero additional dependencies for core functionality
  • @clack/prompts: Optional enhanced interactive selection UI (install via ./install.sh --install-deps)

Registry Location

  • Global: ~/.claude/skills/agent-registry/
  • Project: .claude/skills/agent-registry/ (optional override)

Agents not migrated remain in their original locations and load normally (contributing to token overhead).

Original URL: https://github.com/openclaw/skills/blob/main/skills/matrixy/agent-registry

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