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Background knowledge about how group/forum federation works on the Fediverse using FEP-1b12 (FINAL status). Covers the Group actor type, the audience property for group identification, the Announce wrapping mechanism for content distribution, thread/comment structure (Page for top-level posts, Note for replies, inReplyTo chains), group moderation via attributedTo collection with Add/Remove activit

Searches auto-generated codebase documentation for function signatures, API documentation, class definitions, and code comments. Use when the user asks to "search docs", "find function", "check API", or before implementing anything to understand existing patterns.

Searches auto-generated codebase documentation for function signatures, API documentation, class definitions, and code comments. Use when the user asks to "search docs", "find function", "check API", or before implementing anything to understand existing patterns.

Real-time competitive analysis of the AI market. Covers foundation models, products, pricing, moats, and strategic positioning across major AI labs and emerging players.

Structured behavioral PM framework for AI product roles. Covers: leadership stories, conflict resolution, stakeholder management.

Interactive PM mock interview simulator for AI product roles. Plays the role of interviewer, asks follow-ups, scores answers against hiring rubrics, and provides detailed feedback. Supports all round types: product sense, strategy, analytical, technical, behavioral.

Generate end-to-end PM case studies from real AI product launches, pivots, and decisions. Analyzes what happened, why, what the PM likely decided, trade-offs made, and lessons learned.

Rewrite or generate PM documents with extreme clarity. Applies principles of canonical docs, numbered lists over bullets, force-ranked priorities, BLUF structure, and visual-first communication. Transforms vague PM writing into precise, actionable docs.

Score and rank features or initiatives using RICE, ICE, weighted scoring, or custom frameworks. Generates a prioritized backlog with clear rationale. Use for: sprint planning, roadmap decisions, feature trade-offs.

Extracts genuine value from a subject and frames it so the right audience recognises it. Use when producing LinkedIn posts, pitch narratives, cover letters, proposals, case studies, or positioning statements. Not for general writing guidance, negotiation, or copywriting templates.

Creates and updates Claude Code Agent Skills. Use when creating a skill, revising SKILL.md, improving a skill's name or description, or adding progressive disclosure files.

Background knowledge about how long-form text works on the Fediverse and in ActivityPub, based on FEP-b2b8. Covers the Article type and when to use it instead of Note, the full set of Article properties (name, summary, content, preview, url, image, attributedTo, sensitive, etc.), the allowed HTML subset for content, the preview mechanism for microblogging client fallback, summary generation guidan