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Found 72 Skills
Break a failing complex AI task into reliable subtasks. Use when your AI works on simple inputs but fails on complex ones, extraction misses items in long documents, accuracy degrades as input grows, AI conflates multiple things at once, results are inconsistent across input types, you need to chunk long text for processing, or you want to split one unreliable AI step into multiple reliable ones.
REQUIRED skill for planning and designing coding tasks before implementation. Use this skill when: (1) User asks to "plan", "design", "create a plan", or "think before coding" (2) Complex tasks requiring multiple files or steps (3) Tasks involving both backend and frontend changes (4) Breaking down ambiguous requirements into concrete tasks This skill ensures plans are properly documented, saved as markdown, reviewed by subagent, and registered as todos before any code is written. Do NOT skip this skill for non-trivial tasks.
DDD and hexagonal architecture with functional core pattern. Use when designing features, modeling domains, breaking down tasks, or understanding component responsibilities.
Break down complex tasks into three layers: Dao, Shu, Fa, integrating Confucianism, Taoism, Mind Learning, and Art of War to first set the situation, main path, and first-move advantage
Use this when you have specifications or requirements for multi-step tasks, before starting to write code
Wave-based comprehensive project documentation generator with dynamic task decomposition. Analyzes project structure and generates appropriate documentation tasks, computes optimal execution waves via topological sort, produces complete documentation suite including architecture, methods, theory, features, usage, and design philosophy.
Entry point for ALL work requests - triages scope from trivial to massive, asks clarifying questions, and routes to appropriate planning skills. Use this when receiving any new work request.
Transform design documents into TDD-based implementation plans with parallelizable tasks. Triggers: 'plan implementation', 'create tasks from design', or /plan. Enforces the Iron Law: no production code without a failing test first. Requires an existing design document — use /ideate first if none exists. Do NOT use for brainstorming, debugging, or code review.
Parses complex problems into DAG (Directed Acyclic Graph) execution structures. Decomposes tasks into nodes with dependencies, identifies parallelization opportunities, and creates optimal execution plans. Activate on 'build dag', 'create workflow graph', 'decompose task', 'execution graph', 'task graph'. NOT for simple linear tasks or when an existing DAG structure is provided.
Master coordinator that delegates to specialist skills, synthesizes outputs, AND creates new skills on-the-fly when needed. Expert in problem decomposition, skill orchestration, quality assurance, and skill creation for capability gaps. Use for multi-skill coordination, complex task decomposition, workflow design. Activates on 'orchestrate', 'coordinate', 'multi-skill', 'complex task'. NOT for single-domain tasks or simple linear workflows.
Load PROACTIVELY when decomposing a user request into parallel agent work. Use when user says "build this", "implement this feature", or any request requiring multiple agents working concurrently. Guides task decomposition into parallelizable units, agent assignment with skill matching, dependency graph construction, WRFC loop coordination across up to 6 concurrent agent chains, and result aggregation.
Writes precise, autonomous-execution-ready tasks using the SMART+ framework (Specific, Measurable, Actionable, Referenced, Testable, +Context). Transforms vague task descriptions into detailed specifications with file paths, verification commands, and clear success criteria. Use when writing tasks for any agent, creating todos, planning features, decomposing work, or when tasks lack precision. Triggers on "write task", "create todo", "break down feature", "make task precise", "task is vague", or when task descriptions are missing file paths, verification steps, or clear success criteria. Works with todo.md, task lists, project planning documents, and agent instructions.