安全扫描（ClawHub）

• VirusTotal ：可疑
• OpenClaw ：良性

OpenClaw 评估

The skill's code, hooks, and instructions are coherent with a lazy-loading agent registry: it indexes agents, offers search/get/list CLI tools, and installs a hook that auto-suggests agents on each user prompt; nothing requested is disproportionate to that purpose, though there are operational/privacy considerations to review before installing.

安装（复制给龙虾 AI）

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请把本段交给龙虾中文库（龙虾 AI）执行：为本机安装 OpenClaw 技能「Agent Registry」。简介：MANDATORY agent discovery system for token-efficient agent loading. Claude MUST…。
请 fetch 以下地址读取 SKILL.md 并按文档完成安装：https://raw.githubusercontent.com/openclaw/skills/refs/heads/main/skills/matrixy/agent-registry/SKILL.md
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SKILL.md

打开原始 SKILL.md（GitHub raw）

---
name: agent-registry
version: 2.0.1
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

```
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?"

```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

# 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:

```bash
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).