返回 Skill 列表
extension
分类: AI Agent 能力无需 API Key

Agents

动态代理组合和管理系统。当用户说创建自定义代理、启动自定义代理、专门的代理,或询问代理个性、可用特征、代理声音时使用。处理自定义代理创建、个性分配、声音映射和平行代理编排。

person作者: jakexiaohubgithub

🚨 MANDATORY: Voice Notification (REQUIRED BEFORE ANY ACTION)

You MUST send this notification BEFORE doing anything else when this skill is invoked.

  1. Send voice notification:

    curl -s -X POST http://localhost:8888/notify \
      -H "Content-Type: application/json" \
      -d '{"message": "Running the WORKFLOWNAME workflow in the Agents skill to ACTION"}' \
      > /dev/null 2>&1 &
    
  2. Output text notification:

    Running the **WorkflowName** workflow in the **Agents** skill to ACTION...
    

This is not optional. Execute this curl command immediately upon skill invocation.

Agents - Custom Agent Composition System

Auto-routes when user mentions custom agents, agent creation, or specialized personalities.

Configuration: Base + User Merge

The Agents skill uses the standard PAI SYSTEM/USER two-tier pattern:

| Location | Purpose | Updates With PAI? | |----------|---------|-------------------| | Data/Traits.yaml | Base traits, example voices | Yes | | USER/SKILLCUSTOMIZATIONS/Agents/Traits.yaml | Your voices, prosody, agents | No |

How it works: ComposeAgent.ts loads base traits, then merges user customizations over them. Your customizations are never overwritten by PAI updates.

User Customization Directory

Create your customizations at:

~/.claude/skills/CORE/USER/SKILLCUSTOMIZATIONS/Agents/
├── Traits.yaml       # Your traits, voices, prosody settings
├── NamedAgents.md    # Your named agent backstories (optional)
└── VoiceConfig.json  # Voice server configuration (optional)

Voice Prosody Settings

Each voice can have prosody settings that control how it sounds. These are passed to ElevenLabs API.

Prosody Parameters

| Parameter | Range | Default | Effect | |-----------|-------|---------|--------| | stability | 0.0-1.0 | 0.5 | Low = expressive/varied, High = consistent/monotone | | similarity_boost | 0.0-1.0 | 0.75 | Voice identity preservation | | style | 0.0-1.0 | 0.0 | Style exaggeration (higher = more dramatic) | | speed | 0.7-1.2 | 1.0 | Speech rate | | use_speaker_boost | boolean | true | Enhanced clarity (adds latency) |

Example Voice Configuration

In your USER/SKILLCUSTOMIZATIONS/Agents/Traits.yaml:

voice_mappings:
  voice_registry:
    # Add a new voice with full prosody settings
    MyCustomVoice:
      voice_id: "your-elevenlabs-voice-id"
      characteristics: ["energetic", "warm", "professional"]
      description: "Custom voice for enthusiastic agents"
      prosody:
        stability: 0.40
        similarity_boost: 0.75
        style: 0.30
        speed: 1.05
        use_speaker_boost: true

    # Override prosody for an existing base voice
    Daniel:
      prosody:
        stability: 0.65
        style: 0.10
        speed: 0.92

Personality → Prosody Guidelines

| Personality | stability | style | speed | Rationale | |-------------|-----------|-------|-------|-----------| | Skeptical | 0.60 | 0.10 | 0.95 | Measured, precise | | Enthusiastic | 0.35 | 0.40 | 1.10 | High energy | | Analytical | 0.65 | 0.08 | 0.95 | Clear, structured | | Bold | 0.45 | 0.35 | 1.05 | Confident, dynamic | | Cautious | 0.70 | 0.05 | 0.90 | Careful, deliberate |

Overview

The Agents skill is a complete agent composition and management system:

  • Dynamic agent composition from traits (expertise + personality + approach)
  • Voice mappings with full prosody control
  • Custom agent creation with unique voices
  • Parallel agent orchestration patterns

Workflow Routing

Available Workflows:

  • CREATECUSTOMAGENT - Create specialized custom agents → Workflows/CreateCustomAgent.md
  • LISTTRAITS - Show available agent traits → Workflows/ListTraits.md
  • SPAWNPARALLEL - Launch parallel agents → Workflows/SpawnParallelAgents.md

Route Triggers

CRITICAL: The word "custom" is the KEY trigger for unique agent identities:

| User Says | What to Use | Why | |-----------|-------------|-----| | "custom agents", "create custom agents" | ComposeAgent + general-purpose | Unique personalities, voices, colors | | "agents", "launch agents", "bunch of agents" | SpawnParallel workflow | Same identity, parallel grunt work | | "use [named agent]" | Named agent | Pre-defined personality from USER config |

NEVER use static agent types (Intern, Architect, Engineer, etc.) for custom agents.

Components

Data

Traits.yaml (Data/Traits.yaml) - Base configuration:

  • Core expertise areas: security, technical, research
  • Core personalities: skeptical, analytical, enthusiastic
  • Core approaches: thorough, rapid, systematic
  • Example voice mappings with prosody

Tools

ComposeAgent.ts (Tools/ComposeAgent.ts)

  • Dynamic agent composition engine
  • Merges base + user configurations
  • Outputs complete agent prompt with voice settings
# Usage examples
bun run ~/.claude/skills/Agents/Tools/ComposeAgent.ts --task "Review security"
bun run ~/.claude/skills/Agents/Tools/ComposeAgent.ts --traits "security,skeptical,thorough"
bun run ~/.claude/skills/Agents/Tools/ComposeAgent.ts --list
bun run ~/.claude/skills/Agents/Tools/ComposeAgent.ts --output json

JSON output includes:

{
  "name": "Security Expert Skeptical Thorough",
  "voice": "Daniel",
  "voice_id": "onwK4e9ZLuTAKqWW03F9",
  "voice_settings": {
    "stability": 0.70,
    "similarity_boost": 0.85,
    "style": 0.05,
    "speed": 0.95,
    "use_speaker_boost": true
  },
  "prompt": "..."
}

Templates

DynamicAgent.hbs (Templates/DynamicAgent.hbs)

  • Handlebars template for dynamic agent prompts
  • Composes: expertise + personality + approach + voice assignment
  • Includes operational guidelines and response format

Architecture

Hybrid Agent Model

| Type | Definition | Best For | |------|------------|----------| | Named Agents | Persistent identities defined in USER config | Recurring work, relationships | | Dynamic Agents | Task-specific specialists composed from traits | One-off tasks, parallel work |

The Agent Spectrum

┌─────────────────────────────────────────────────────────────────────┐
│   NAMED AGENTS          HYBRID USE          DYNAMIC AGENTS          │
│   (Relationship)        (Best of Both)      (Task-Specific)         │
├──────────────────────────────────────────────────────────────────────┤
│ Defined in USER     "Security expert       Ephemeral specialist     │
│ NamedAgents.md      with [named agent]'s   composed from traits     │
│                      skepticism"                                     │
└─────────────────────────────────────────────────────────────────────┘

Examples

Example 1: Create custom agents

User: "Spin up 3 custom security agents"
→ Invokes CREATECUSTOMAGENT workflow
→ Runs ComposeAgent 3 times with DIFFERENT trait combinations
→ Each agent gets unique personality + matched voice + prosody
→ Launches agents in parallel

Example 2: List available traits

User: "What agent personalities can you create?"
→ Invokes LISTTRAITS workflow
→ Shows merged base + user traits
→ Displays voices with prosody settings

Extending the Skill

Adding Your Own Traits

In USER/SKILLCUSTOMIZATIONS/Agents/Traits.yaml:

# Add new expertise areas
expertise:
  marketing:
    name: "Marketing Expert"
    description: "Brand strategy, campaigns, market positioning"
    keywords:
      - marketing
      - brand
      - campaign
      - positioning

# Add new personalities
personality:
  visionary:
    name: "Visionary"
    description: "Forward-thinking, sees the big picture"
    prompt_fragment: |
      You think in terms of future possibilities and long-term vision.
      Connect today's work to tomorrow's potential.

Adding Named Agents

In USER/SKILLCUSTOMIZATIONS/Agents/NamedAgents.md:

## Alex - The Strategist

**Voice ID:** your-voice-id
**Prosody:** stability: 0.55, style: 0.20, speed: 0.95

Alex is a strategic thinker who sees patterns others miss...

Model Selection

| Task Type | Model | Speed | |-----------|-------|-------| | Grunt work, simple checks | haiku | 10-20x faster | | Standard analysis, research | sonnet | Balanced | | Deep reasoning, architecture | opus | Maximum quality |

Version History

  • v2.0.0 (2026-01): Restructured to base + user merge pattern, added prosody support
  • v1.0.0 (2025-12): Initial creation