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prd-doc-writer
Write and iteratively refine PRD/需求文档 with a story-driven structure and strict staged confirmations (journey map alignment, per-story single-point confirmation, final generation gate). Use when the user asks to 梳理/撰写/完善 PRD、需求文档、用户故事、验收标准，并希望用 ASCII 线框图与 Mermaid（流程图/状态图/时序图）来减少歧义、共同完成文档。
scope
Helps Claude agents get unstuck by reducing project scope to 1-2 critical deliverables. Provides a bash script interface with clear parameters for original deliverables, files created, and iteration count. Focuses on minimizing cognitive load and maintaining project momentum when agents are blocked.
active-listening
A structured prompt for eliciting clear requirements from vague stakeholder input using active listening techniques like 5 Whys and Socratic questioning. It guides users through clarifying personas, scope boundaries, and business value before solutioning.
journalist-analyst
Applies journalistic frameworks (5Ws, inverted pyramid, source evaluation) to analyze events, verify information, and identify story angles. Helps structure thinking for breaking news, fact-checking, and media criticism by providing systematic questioning approaches.
zai-cli
Z.AI CLI providing: - Vision: image/video analysis, OCR, UI-to-code, error diagnosis (GLM-4.6V) - Search: real-time web search with domain/recency filtering - Reader: web page to markdown extraction - Repo: GitHub code search and reading via ZRead - Tools: MCP tool discovery and raw calls - Code: TypeScript tool chaining Use for visual content analysis, web search, page reading, or GitHub exploration. Requires Z_AI_API_KEY.
rpi-stack
A structured RPI (Research, Plan, Implement) workflow framework for Claude that enforces quality gates between development phases. It provides separate skills for research validation, plan auditing, implementation tracking, and code review with severity levels. The framework integrates with Jira/Confluence and outputs structured markdown files.
requesthunt
Generate user demand research reports from real user feedback. Scrape and analyze feature requests, complaints, and questions from Reddit, X, and GitHub.
mcp-builder
Provides a structured workflow for building MCP servers to connect LLMs with external services. Guides developers through research, planning, implementation, and testing phases with specific technical advice for both Python and TypeScript stacks. Includes concrete examples of tool design, error handling, and evaluation creation.
tavily
Use this skill for web search, extraction, mapping, crawling, and research via Tavily’s REST API when web searches are needed and no built-in tool is available, or when Tavily’s LLM-friendly format is beneficial.
create-source
This skill provides a detailed, example-driven workflow for creating walkerOS event sources. It guides developers through research, example creation, mapping, implementation, testing, and documentation phases with concrete templates and validation gates.
project-kickstarter
This skill automatically detects when users describe new projects or features and guides them through SpecWeave increment planning. It analyzes messages for patterns like features lists, tech stacks, and timelines, then intelligently routes users to the appropriate workflow, especially within existing SpecWeave projects.
MCP_ORCHESTRATION
Orchestrates 34+ MCP tools for medical residency scheduling with discovery, routing, and error recovery. Handles multi-step workflows, parallel execution patterns, and provides concrete implementation examples. Focuses on tool composition and fallback strategies for complex scheduling operations.
prd-maker
This skill helps product managers and developers create structured Product Requirements Documents. It provides templates for epics, user stories, and acceptance criteria, along with guidance on prioritization and non-functional requirements. It includes reference files for common patterns like authentication workflows.
blucli
BluOS CLI (blu) for discovery, playback, grouping, and volume.
user-research
Plan, conduct, and synthesize user research. Trigger with "user research plan", "interview guide", "usability test", "survey design", "research questions", or when the user needs help with any aspect of understanding their users through research.
draft-outreach
Research a prospect then draft personalized outreach. Uses web research by default, supercharged with enrichment and CRM. Trigger with "draft outreach to [person/company]", "write cold email to [prospect]", "reach out to [name]".
tear-sheet
Generate professional company tear sheets using S&P Capital IQ data via the Kensho LLM-ready API MCP server. Use this skill whenever the user asks for a tear sheet, company one-pager, company profile, fact sheet, company snapshot, or company overview document — especially when they mention a specific company name or ticker. Also trigger when users ask for equity research summaries, M&A company profiles, corporate development target profiles, sales/BD meeting prep documents, or any concise single-company financial summary. This skill supports four audience types: equity research, investment banking/M&A, corporate development, and sales/business development. If the user doesn't specify an audience, ask. Works for both public and private companies.
product-discovery
Use when validating product opportunities, mapping assumptions, planning discovery sprints, or testing problem-solution fit before committing delivery resources.
firebase-apk-scanner
Scans Android APKs for Firebase security misconfigurations including open databases, storage buckets, authentication issues, and exposed cloud functions. Use when analyzing APK files for Firebase vulnerabilities, performing mobile app security audits, or testing Firebase endpoint security. For authorized security research only.
research-agent
Research agent for external documentation, best practices, and library APIs via MCP tools
research
Document codebase as-is with thoughts directory for historical context
solo-stream
Interactive decision-making wizard using STREAM 6-layer framework for founders facing high-stakes choices. Use when user says "help me decide", "should I do this", "evaluate decision", "STREAM analysis", "run decision framework", or "pros and cons". Do NOT use for idea validation with PRD (use /validate).
figure-legend-gen
Generate standardized figure legends for scientific charts and graphs. Trigger when user uploads/requesting legend for research figures, academic papers, or data charts. Supports bar charts, line graphs, scatter plots, box plots, heatmaps, and microscopy images. This tool generates text legends only, not visualizations.
idea-creator
Generate and rank research ideas given a broad direction. Use when user says "找idea", "brainstorm ideas", "generate research ideas", "what can we work on", or wants to explore a research area for publishable directions.