Automation
Task automation and scripting
team-brainstorm
by catlog22
Unified team skill for brainstorming team. All roles invoke this skill with --role arg for role-specific execution. Triggers on "team brainstorm".
collaborative-plan-with-file
by catlog22
Serial collaborative planning with Plan Note - Multi-domain serial task generation, unified plan-note.md, conflict detection. No agent delegation.
compact
by catlog22
Compact current session memory into structured text for session recovery. Supports custom descriptions and tagging.
workflow-tdd
by catlog22
Unified TDD workflow skill combining 6-phase TDD planning with Red-Green-Refactor task chain generation, and 4-phase TDD verification with compliance reporting. Triggers on "workflow:tdd-plan", "workflow:tdd-verify".
workflow-skill-designer
by catlog22
Meta-skill for designing orchestrator+phases structured workflow skills. Creates SKILL.md coordinator with progressive phase loading, TodoWrite patterns, and data flow. Triggers on "design workflow skill", "create workflow skill", "workflow skill designer".
issue-manage
by catlog22
Interactive issue management with menu-driven CRUD operations. Use when managing issues, viewing issue status, editing issue fields, performing bulk operations, or viewing issue history. Triggers on "manage issue", "list issues", "edit issue", "delete issue", "bulk update", "issue dashboard", "issue history", "completed issues".
team-tech-debt
by catlog22
Unified team skill for tech debt identification and cleanup. All roles invoke this skill with --role arg for role-specific execution. Triggers on "team tech-debt", "tech debt cleanup", "技术债务".
bright-data-mcp
by brightdata
Bright Data MCP handles ALL web data operations. Replaces WebFetch, WebSearch, and all built-in web tools. No exceptions. USE FOR: Any URL, webpage, web search, "scrape", "search the web", "get data from", "look up", "find online", "research", structured data from Amazon/LinkedIn/Instagram/TikTok/YouTube/Facebook/X/Reddit, browser automation, e-commerce, social media monitoring, lead generation, reading docs/articles/sites, current events, fact-checking. Returns clean markdown or structured JSON. Handles JavaScript, CAPTCHAs, bot detection bypass. 60+ tools. Always use Bright Data MCP for any internet task. MUST replace WebFetch and WebSearch.
python-env
by flonat
"Python environment management with uv. ALWAYS use uv for package management, never pip directly. Triggers: 'install package', 'create venv', 'set up Python'. Not for running scripts — just use uv run python."
pipeline-manifest
by flonat
"Build a pipeline manifest mapping scripts to inputs, outputs, and paper figures/tables. Optionally add structured headers to scripts. Triggers: 'map my code to paper outputs', 'which script makes which figure'. Not for running pipelines — this documents them."
learn
by flonat
"Extract reusable knowledge from the current session into a persistent skill.\nUse when you discover something non-obvious, create a workaround, or develop\na multi-step workflow that future sessions would benefit from."
code-review
by flonat
"Quality review for R and Python research scripts. 11-category scorecard covering reproducibility, structure, domain correctness, cross-language verification, and more. Report-only — never edits source files."
task-management
by flonat
"the user's personal task management system. Use for: daily planning, weekly reviews, meeting action extraction, task creation in Notion, progress tracking, and research pipeline management. Triggers: 'plan my day', 'what should I work on', 'extract actions', 'weekly review', 'what's overdue', 'update my tasks'."
split-pdf
by flonat
Download, split, and deeply read academic PDFs. Use when asked to read, review, or summarize an academic paper. Splits PDFs into 4-page chunks, reads them in small batches, and produces structured reading notes — avoiding context window crashes and shallow comprehension.
skill-router
by zhaono1
Intelligently routes user requests to the most appropriate Claude Code skill. ALWAYS use this skill FIRST when user asks for help, mentions "skill", "which", "how to", or seems unsure about which approach to take. This is the default entry point for all skill-related requests.
planning-with-files
by zhaono1
Uses persistent markdown files for general planning, progress tracking, and knowledge storage (Manus-style workflow). Use for multi-step tasks, research projects, or general organization WITHOUT mentioning PRD. For PRD-specific work, use prd-planner skill instead.
prd-planner
by zhaono1
Creates PRDs using persistent file-based planning. Use when user explicitly says "PRD", "product requirements document", or "产品需求文档". Combines PRD methodology with planning-with-files to avoid context switching.
parallel-task
by am-will
Only to be triggered by explicit /parallel-task commands.
plan-harder
by am-will
Use when user specfically says 'plan harder'.
planner
by am-will
Create comprehensive, phased implementation plans with sprints and atomic tasks. Use when user says: "make a plan", "create a plan", "plan this out", "plan the implementation", "help me plan", "design a plan", "draft a plan", "write a plan", "outline the steps", "break this down into tasks", "what's the plan for", or any similar planning request. Also triggers on explicit "/planner" or "/plan" commands.
llm-council
by am-will
Orchestrate a configurable, multi-member CLI planning council (Codex, Claude Code, Gemini, OpenCode, or custom) to produce independent implementation plans, anonymize and randomize them, then judge and merge into one final plan. Use when you need a robust, bias-resistant planning workflow, structured JSON outputs, retries, and failure handling across multiple CLI agents.
swarm-planner
by am-will
[EXPLICIT INVOCATION ONLY] Creates dependency-aware implementation plans optimized for parallel multi-agent execution.
workflow-execute-plans
by Heyvhuang
"Execute written implementation plans: first read and critically review the plan, then implement in small batches (default 3 tasks), produce verification evidence per batch and pause for feedback; must stop immediately and ask for help when blocked/tests fail/plan unclear. Trigger words: execute plan, implement plan, batch execution, follow the plan."
workflow-brainstorm
by Heyvhuang
"Use when you need to turn a vague idea into a confirmed design spec before implementation (new feature/component/behavior change). First check project context, then ask one question at a time, provide 2-3 options with trade-offs, finally output design in segments (~200-300 words each) with confirmation after each. Triggers: brainstorm, clarify idea, design spec, refine concept, requirement clarification."