// Map task types to the best agent, skill, model, and fallback. Route any task to the right tool. Use when: which agent, route task, agent for this, best agent, capability matrix.
Orchestrate teams of parallel Claude Code sessions working on the same codebase. Handles task decomposition, agent coordination, context isolation, and merge strategies. Builds on worktree-manager for infrastructure.
REST/GraphQL API design patterns - resource naming, HTTP methods, error handling, pagination, versioning. Use when: design API, REST endpoints, GraphQL schema, error responses, pagination, rate limiting, API documentation.
Tool-based API testing with Postman and Bruno - collections, environments, test assertions, CI integration. Use when: postman, bruno, API testing, test API endpoint, API collection, HTTP request testing, endpoint validation.
Blue Ocean Strategy analysis using ERRC framework and Strategy Canvas. Use when: blue ocean, market differentiation, competitive strategy, value innovation, ERRC framework, strategy canvas, new market space, competitive analysis.
Business model design using Alexander Osterwalder's 9 building blocks. Use when: business model, canvas, value proposition, customer segments, revenue streams, startup planning, analyze business, business strategy.
Daily callable lead inventory with ATL/BTL breakdown. Health check for 50+ daily dials.
| name | agent-capability-matrix |
| description | Map task types to the best agent, skill, model, and fallback. Route any task to the right tool. Use when: which agent, route task, agent for this, best agent, capability matrix. |
<quick_start> Find the right agent:
<success_criteria>
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
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
| Tier | Model | Cost/1M In | Best For |
|---|---|---|---|
| Fast | Haiku 4.5 | $1.00 | Search, classify, review, simple tasks |
| Standard | Sonnet 4.6 | $3.00 | Code generation, reasoning, most tasks |
| Premium | Opus 4.6 | $5.00 | Architecture, complex decisions, planning |
| Free | TaskCreate | $0 | Progress tracking (local UI, not an API call) |
Default to Sonnet unless:
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
As the final step, write to ~/.claude/skill-analytics/last-outcome-agent-capability-matrix.json:
{"ts":"[UTC ISO8601]","skill":"agent-capability-matrix","version":"1.0.0","variant":"default",
"status":"[success|partial|error]","runtime_ms":[estimated ms from start],
"metrics":{"tasks_routed":[n],"agents_matched":[n],"fallbacks_used":[n]},
"error":null,"session_id":"[YYYY-MM-DD]"}
Use status "partial" if some stages failed but results were produced. Use "error" only if no output was generated.