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reference
This skill automates research documentation by fetching URLs, converting them to markdown, and organizing findings into structured folders. It creates README files with summaries, citations, and key takeaways. The workflow handles multiple sources and maintains original content while providing synthesized analysis.
spec-generator
Generates comprehensive specification documentation (spec.md, plan.md, tasks.md with embedded tests) for SpecWeave increments using flexible, context-aware templates, ensuring proper project assignment and structured planning.
badge-evaluation
Evaluate research artifacts against NDSS badge criteria (Available, Functional, Reproduced) by checking DOI, documentation, exercisability, and reproducibility requirements.
idea-validation
A structured interview tool that guides users through defining app ideas and generates tailored PRD documents. It adapts questions based on project type (web app, bot, API, CLI) and offers three PRD detail levels. Saves output to docs/PRD.md.
ethicist-analyst
Applies established ethical frameworks (deontology, consequentialism, virtue ethics) to analyze moral dimensions of decisions, policies, and technologies. Guides users through structured reasoning about rights, duties, consequences, and character in specific cases like AI ethics, medical decisions, or policy analysis.
frontend-ui-animator
Provides a structured workflow for adding animations to Next.js/Tailwind projects, with clear phases for analysis, planning, implementation, and verification. Includes performance rules and accessibility considerations.
gpt-researcher
GPT Researcher is an autonomous deep research agent that conducts web and local research, producing detailed reports with citations. Use this skill when helping developers understand, extend, debug, or integrate with GPT Researcher - including adding features, understanding the architecture, working with the API, customizing research workflows, adding new retrievers, integrating MCP data sources, or troubleshooting research pipelines.
Competitor Analyst
Analyzes competitors using web research and structured frameworks
agile-product-owner
Agile product ownership for backlog management and sprint execution. Covers user story writing, acceptance criteria, sprint planning, and velocity tracking. Use for writing user stories, creating acceptance criteria, planning sprints, estimating story points, breaking down epics, or prioritizing backlog.
epragma-redmine-issue
Read Redmine issues from any Redmine server via REST API with configurable URL and credentials. Use when you need to fetch a single issue, list/filter issues, or inspect issue fields for change planning; supports deployment to different Redmine instances via environment variables.
cfn-agent-discovery
Scans agent definition files in a Claude Flow Novice system to create a JSON registry. Extracts metadata like name, description, and type, then categorizes agents by loop (Loop 3 implementers or Loop 2 validators). Handles missing frontmatter with defaults.
urban-planner-analyst
This skill analyzes urban development through planning frameworks like zoning and transit-oriented development, providing insights on land use, sustainability, and community needs to support informed decision-making for livable, equitable cities.
coordinator
A planning tool for multi-coordinator workflows that validates configurations, allocates resources, maps dependencies, and creates risk-based rollout strategies. It focuses on preventing execution failures through systematic pre-flight checks and phased deployment planning.
compression-progress
Implements Schmidhuber's compression progress theory as intrinsic reward for AI agents. Provides Python code examples for curious agents, creativity generation, and curriculum selection based on compression improvement rates. Includes command-line tools for measuring progress and visualizing learning trajectories.
ux-sequence-diagram
Generates ASCII sequence diagrams for visualizing user-system interactions and API call flows. Shows participants, message types, and timing in text format. Useful for documenting interaction patterns without graphical tools.
prd-writer
Generates structured Product Requirements Documents from initial feature prompts. Asks clarifying questions first, then creates markdown files with standard PRD sections. Targets junior developers with clear templates.
aesthetic-cultural-research
Maps aesthetic briefs to cultural references across art, film, architecture, fashion, and music. Outputs reference cards with visual language analysis and organizes findings as Image and Memo nodes in Brain canvas for creative projects.
swarm-advanced
Advanced swarm orchestration patterns for research, development, testing, and complex distributed workflows
web-search
Web search and research specialist for finding and synthesizing information
ralph-init
Initialize a PRD (Product Requirements Document) for structured ralph-loop execution
sales-engineer
Analyzes RFP/RFI responses for coverage gaps, builds competitive feature comparison matrices, and plans proof-of-concept (POC) engagements for pre-sales engineering. Use when responding to RFPs, bids, or proposal requests; comparing product features against competitors; planning or scoring a customer POC or sales demo; preparing a technical proposal; or performing win/loss competitor analysis. Handles tasks described as 'RFP response', 'bid response', 'proposal response', 'competitor comparison', 'feature matrix', 'POC planning', 'sales demo prep', or 'pre-sales engineering'.
prove
Formal theorem proving with research, testing, and verification phases
olo-market-intelligence
Competitive landscape and market intelligence for M&A due diligence — TAM/SAM/SOM, competitor mapping, and industry analysis
afrexai-okr-engine
Complete OKR & Strategy Execution system — from company vision to weekly execution. Covers goal hierarchy, OKR writing methodology, scoring rubrics, alignment cascading, KPI dashboards, review cadences, team accountability, and quarterly planning rituals. Use when setting goals, running planning cycles, tracking OKRs, building KPI dashboards, running retrospectives, or aligning team work to strategy. Trigger on: "OKR", "objectives", "key results", "goal setting", "quarterly planning", "KPIs", "strategy execution", "annual planning", "team goals", "alignment", "review cadence", "what should we focus on", "prioritize", "goal tracking", "north star metric".