Evaluate-Loop Step 4: EVALUATE EXECUTION. This is the dispatcher agent — it determines the track type and invokes the correct specialized evaluator.
Quality assurance consultation for Conductor orchestrator. Sets test coverage requirements, validates quality gates, determines testing strategy.
Runs after every track completion to extract learnings. Analyzes what worked, what failed, and what patterns emerged.
Master coordinator for the Evaluate-Loop workflow v3. Supports GOAL-DRIVEN entry, PARALLEL execution via worker agents, BOARD OF DIRECTORS deliberation, and message bus…
Specialized code quality evaluator for the Evaluate-Loop. Use this for evaluating code implementation tracks where the deliverable is functional code — features, API routes, state…
Manage Conductor tracks, phases, and tasks. Use when working with track status, updating task markers, or navigating between tracks. Enforces the Evaluate-Loop workflow.
Evaluate-Loop Step 5: FIX. Use this agent when an evaluation (plan or execution) returns FAIL. Takes the evaluator's fix list, creates specific fix tasks in plan.md, executes the…
Evaluate-Loop Step 2: EVALUATE PLAN. Use this agent to verify an execution plan before any code is written.
File-based message queue for inter-agent coordination. Used by workers AND board directors to communicate.
Specialized integration evaluator for the Evaluate-Loop. Use this for evaluating tracks that integrate external services — Supabase auth/DB, Stripe payments, Gemini API,…
Harshly critique strategic documents (validation reports, competitive analyses, business plans) to identify blind spots, challenge assumptions, expose weaknesses, and generate…
Technical implementation consultation for Conductor orchestrator. Advises on implementation approach, dependency choices, and coding patterns.
AI Personal Knowledge Manager — Zettelkasten, Obsidian, PARA, Note-Taking System, Second Brain สำหรับนักเรียนรู้ตลอดชีวิต
Specialized business logic evaluator for the Evaluate-Loop. Use this for evaluating tracks that implement core product logic — pipelines, dependency resolution, state machines,…
把工作拆成安全、独立、可并行的子任务，并协调 subagent 避免重复劳动和冲突修改。适用于 Claude Code 通过清晰 delegation 能显著加速复杂任务时。
Architecture consultation for Conductor orchestrator. Makes decisions about system design, patterns, component boundaries, and technical architecture.
Evaluate-Loop Step 1: PLAN. Use this agent when starting a new track or feature to create a detailed execution plan.
Opens the running app in a browser and verifies recent UI changes actually work. Use whenever the user wants a quick smoke test or sanity check of recent work, or says "go", "open…
Specialized UI/UX evaluator for the Evaluate-Loop. Use this for evaluating UI shell tracks, design system tracks, screen implementation tracks, or any track where the primary…
Session start context priming -- loads relevant memories from Pensyve at the beginning of a session to provide continuity across sessions.
Technical architecture review agent for execution plans. Uses cto-advisor skill to evaluate technical decisions, architecture patterns, tech debt implications, and technology…
Simulate a 5-member expert board deliberation for major decisions. Use when evaluating plans, architecture choices, feature designs, or any decision requiring multi-perspective…
Product consultation for Conductor orchestrator. Clarifies scope, interprets ambiguous requirements, prioritizes features within a track.
Evaluate-Loop Step 3: EXECUTE. Use this agent to implement tasks from a verified plan. Works through plan.md tasks sequentially, writes code, updates plan.md after every task, and…