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jobs-to-be-done
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Strategic framework for discovering and designing product innovations based on Clayton Christensen's Jobs to Be Done (JTBD) theory from "Competing Against Luck". Use when you need to: (1)...
This skill should be used when the user asks to "optimize a DSPy program", "use MIPROv2", "tune instructions and demos", "get best DSPy performance", "run Bayesian optimization", mentions...
context7
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Fetch up-to-date library documentation via Context7 REST API. Use when needing current API docs, framework patterns, or code examples for any library.
Clean code patterns for Azure AI Search Python SDK (azure-search-documents). Use when building search applications, creating/managing indexes, implementing agentic retrieval with knowledge bases,...
agent-onboarding
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Initialize a repository by analyzing its structure and generating `AGENTS.md` and structured `docs/`, enabling AI coding agents (Claude Code, Codex, Cursor, etc.) to operate safely,...
Help users make better decisions between competing options. Use when someone is weighing pros and cons, comparing alternatives, struggling with a difficult choice, deciding between speed and...
armor-investigate
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Investigate data issues using lineage, intelligence, and history. Handles "why is this table stale", "what changed", "explain this alert", "root cause analysis", "debug this issue".
research
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Comprehensive research combining web search and AI synthesis. Use for deep research on topics, comparing technologies, investigating libraries, and finding GitHub issues related to problems.
narrative-architect
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Story and structure advisor for Purria. Focuses on plot, theme, stakes, pacing, and dramatic structure. Ensures the story is compelling and that worldbuilding serves narrative purpose. Use when...
Analyze competitor strategies, content, pricing, ads, and market positioning across Google Maps, Booking.com, Facebook, Instagram, YouTube, and TikTok.
brainstorming
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Use when creating or developing, before writing code or implementation plans - refines rough ideas into fully-formed designs through collaborative questioning, alternative exploration, and...
parallel-explore
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Parallel exploration of codebase questions by decomposing into independent tracks. Use when exploring architecture, understanding systems, or investigating complex questions that benefit from...
useuser
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Ask humans questions via native macOS dialogs and notifications. Use when you need clarification, confirmation, or direct input from the user through system-level dialogs rather than chat....