AgentSkillsCN

agent-registry

用于实现高效 Token 使用的代理发现系统,确保代理加载过程更加智能且经济。Claude 必须使用此技能,而非直接从 ~/.claude/agents/ 或 .claude/agents/ 中加载代理。该技能通过搜索与获取工具实现延迟加载。适用场景包括:(1) 当用户任务可能受益于特定领域的专家代理时;(2) 当用户询问可用代理时;(3) 当启动以往常需代理参与的复杂工作流时。相较于一次性加载所有代理,此技能可将上下文窗口的使用量降低约 95%。

SKILL.md
--- frontmatter
name: agent-registry
version: 2.0.0
description: |
  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.
hooks:
  UserPromptSubmit:
    - hooks:
        - type: command
          command: "bun ${CLAUDE_PLUGIN_ROOT}/hooks/user_prompt_search.js"
          timeout: 5

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

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

Available Commands

CommandWhen to UseExample
list.jsUser asks "what agents do I have" or needs overviewbun bin/list.js
search.jsFind agents matching user intent (ALWAYS do this first)bun bin/search.js "code review security"
search-paged.jsPaged search for large registries (300+ agents)bun bin/search-paged.js "query" --page 1 --page-size 10
get.jsLoad a specific agent's full instructionsbun 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?"

bash
# 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):

bash
# 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:

bash
# User-level installation
./install.sh

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

What install.sh does:

  1. Copies skill files to ~/.claude/skills/agent-registry/
  2. Creates empty registry structure
  3. Installs npm dependencies (@clack/prompts for interactive UI)

Step 2: Migrate Your Agents

Run the interactive migration script:

bash
cd ~/.claude/skills/agent-registry
bun bin/init.js

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. Moves selected agents to the registry
  5. Builds search index (registry.json)

Dependencies

  • Bun (ships with Claude Code) — zero additional dependencies for core functionality
  • @clack/prompts: Interactive selection UI (installed via npm/bun)

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).