陌讯skills聚合平台

agent-capability-matrix

📁 scientiacapital/skills 📅 4 days ago
1
总安装量
1
周安装量
#41545
全站排名
安装命令
npx skills add https://github.com/scientiacapital/skills --skill agent-capability-matrix

Agent 安装分布

mcpjam 1
claude-code 1
replit 1
junie 1
windsurf 1
zencoder 1

Skill 文档

<quick_start> Find the right agent:

  1. Identify your task type (debug, review, build, explore, etc.)
  2. Look up the primary agent in the matrix below
  3. If primary fails, use the fallback
  4. Match model tier to task complexity </quick_start>

<success_criteria>

  • Task routed to the correct primary agent on first attempt
  • Fallback agent identified if primary is unavailable or insufficient
  • Model tier matched to task complexity (Haiku for search, Sonnet for code, Opus for architecture)
  • Zero-cost tools (TaskCreate, TeamCreate) used for progress tracking instead of API calls
  • Agent selection justified by the matrix rather than ad-hoc guessing </success_criteria>

Core Capability Matrix

Development Tasks

Task Type Primary Agent Fallback Model Notes
Debug complex issue debug-like-expert skill general-purpose sonnet Hypothesis-driven
Quick bug fix general-purpose — sonnet Simple fixes
Code review code-reviewer feature-dev:code-reviewer haiku Pattern matching
Architecture design Plan agent code-architect opus Complex reasoning
Feature implementation general-purpose feature-dev agents sonnet Code generation
Refactoring code-simplifier general-purpose sonnet Preserve behavior
Security audit security skill general-purpose sonnet OWASP patterns
Write tests testing skill general-purpose sonnet TDD workflow
API design api-design skill general-purpose sonnet REST/GraphQL
API testing api-testing skill general-purpose haiku Postman/Bruno

Exploration & Research

Task Type Primary Agent Fallback Model Notes
Find files by pattern Glob tool (direct) Explore agent — Fastest
Search code content Grep tool (direct) Explore agent — Fastest
Understand codebase area Explore agent general-purpose haiku Thorough search
Deep code analysis code-explorer Explore agent sonnet Traces execution
Research framework/tool research skill WebSearch sonnet Structured eval
Market research research skill WebSearch sonnet Company profiles

Infrastructure & Deployment

Task Type Primary Agent Fallback Model Notes
Docker setup docker-compose skill general-purpose sonnet Local dev
GPU deployment runpod-deployment skill general-purpose sonnet RunPod
Database migration supabase-sql skill general-purpose sonnet Supabase
Stripe integration stripe-stack skill general-purpose sonnet Payments
Voice AI pipeline voice-ai skill general-purpose sonnet Deepgram+Cartesia
LangGraph agents langgraph-agents skill general-purpose sonnet Multi-agent
Fast inference groq-inference skill general-purpose sonnet GROQ API
Chinese LLMs openrouter skill general-purpose sonnet DeepSeek/Qwen
LLM fine-tuning unsloth-training skill general-purpose sonnet GRPO/SFT

Business & GTM

Task Type Primary Agent Fallback Model Notes
GTM strategy gtm-pricing skill general-purpose sonnet ICP, positioning
Sales outreach sales-revenue skill general-purpose sonnet Cold email
CRM integration crm-integration skill general-purpose sonnet Close/HubSpot
Content marketing content-marketing skill general-purpose sonnet B2B content
Data analysis data-analysis skill general-purpose sonnet Dashboards
Trading signals trading-signals skill general-purpose sonnet Technical analysis
Business model business-model-canvas skill general-purpose sonnet 9-block canvas
Market differentiation blue-ocean-strategy skill general-purpose sonnet ERRC framework

Workflow & Coordination

Task Type Primary Agent Fallback Model Notes
Session start/end workflow-orchestrator skill — sonnet Daily lifecycle
Parallel worktree dev agent-teams skill worktree-manager skill sonnet Full isolation
In-session parallel subagent-teams skill sequential execution haiku-sonnet Task tool
Progress tracking TaskCreate/TaskUpdate TodoWrite — Native UI spinners
Team coordination TeamCreate + SendMessage subagent-teams skill haiku-sonnet Shared task list
Git workflow git-workflow skill general-purpose haiku Commits, PRs
Skill authoring extension-authoring skill general-purpose sonnet Skills, hooks
Project planning planning-prompts skill Plan agent sonnet Meta-prompts
Cost tracking cost-metering skill manual tracking haiku Budget status

Decision Flowchart

START: What do I need to do?
│
├── Search/Find something?
│   ├── Know the file pattern? → Glob (direct)
│   ├── Know the code pattern? → Grep (direct)
│   └── Need to understand area? → Explore agent (haiku)
│
├── Write/Change code?
│   ├── Simple fix? → general-purpose (sonnet)
│   ├── New feature? → Check if a skill matches → skill or general-purpose (sonnet)
│   ├── Architecture? → Plan agent (opus)
│   └── Parallel build? → subagent-teams or agent-teams
│
├── Review/Validate?
│   ├── Code review? → code-reviewer (haiku)
│   ├── Security? → security skill (sonnet)
│   └── Tests? → testing skill (sonnet)
│
├── Research/Learn?
│   ├── Codebase? → Explore agent (haiku)
│   ├── Framework? → research skill (sonnet)
│   └── Market? → research skill (sonnet)
│
└── Business/GTM?
    └── Check Business section of matrix above

Model Tier Guide

Tier Model Cost/1M In Best For
Fast Haiku $0.25 Search, classify, review, simple tasks
Standard Sonnet $3.00 Code generation, reasoning, most tasks
Premium Opus $15.00 Architecture, complex decisions, planning
Free TaskCreate $0 Progress tracking (local UI, not an API call)

Default to Sonnet unless:

  • Task is search/classify → use Haiku (5x cheaper)
  • Task requires deep reasoning → use Opus (5x more capable)
  • Task is progress tracking → use TaskCreate with activeForm for live spinners (zero cost)

Cross-references: subagent-teams for in-session parallel agents, agent-teams for worktree-isolated parallel agents.

Deep dive: See reference/matrix-table.md, reference/selection-flowchart.md

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