Product & Planning

majiayu000 Bundle

(ePost) Use at the START of every task to discover and load relevant skills you don't already have. Detects platform, task type, and domain signals then loads matching skills from the index on demand.

majiayu000 Bundle

Search academic papers, build literature reviews, and synthesize research findings — combines Exa MCP (research_paper category, arxiv filtering) with arxiv-mcp-server for paper discovery, download, and deep analysis. Triggers on academic paper, literature review, research synthesis, arxiv, find papers, scholarly search.

majiayu000 Bundle

Sensitive data patterns for security testing: API keys, credit cards, emails, SSNs, phone numbers, IPs, and more. Use for data discovery and validation.

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Structure and facilitate sprint planning sessions. Use when asked to plan a sprint, organise backlog items, assign story points, create sprint goals, or prepare sprint planning agendas. Produces a sprint goal, velocity-calibrated backlog, capacity plan, risk flags, and a structured sprint planning meeting agenda.

majiayu000 Bundle

Build a metrics framework for any product, team, or business. Use when asked for a metrics tree, KPI framework, North Star metric, AARRR funnel, HEART framework, or OKR metrics. Produces a structured metrics hierarchy from North Star down to leading indicators, with measurement guidance.

majiayu000 Bundle

Use when writing or structuring software specifications, requirements documents, and architecture decision records. Covers PRDs, TRDs, BRDs, ADRs, RFCs, and executable spec formats. USE FOR: choosing requirements document types, documentation strategy, specification templates, combining written specs with executable tests, architecture decision documentation DO NOT USE FOR: specific document formats (use prd, trd, brd, adr, rfc, gherkin, gauge sub-skills), diagramming (use diagramming sub-skills)

majiayu000 Bundle

Generate and optimize PRDs, Implementation Plans, and Progress Tracking documents optimized as AI artifacts for development agents. Use when creating new feature plans, breaking down long planning docs (>800 lines), or setting up progress tracking. Supports: 1) Create PRD from feature request, 2) Create Implementation Plan from PRD with phase breakdown and subagent assignments, 3) Optimize existing plans by breaking into phase-specific files, 4) Create progress tracking with task assignments. Example: "Create a PRD for user authentication feature" or "Break down the sidebar-polish implementation plan into phase files" or "Create progress tracking for data-layer-fixes PRD".

majiayu000 Bundle

Phase 1.5 — Automatic PRD validation after generation. Verifies references exist in codebase, evaluates scope realism, classifies ACs as measurable or vague, and blocks on missing Non-Goals. Generates prd-validation.md in the state directory.

majiayu000 Bundle

Act as a strategic Product Manager to drive product strategy, roadmapping, competitive analysis, metrics definition, and go-to-market planning. Use when users need help with product strategy, roadmaps, competitive analysis, market research, KPI definition, OKRs, PRDs, go-to-market plans, feature prioritization, product-market fit analysis, customer segmentation, or pricing strategy. Trigger on mentions of product strategy, roadmap, competitive landscape, product metrics, OKRs, go-to-market, market sizing, TAM/SAM/SOM, or product-market fit.

majiayu000 Bundle

Stakeholder interviews, PRD structure, and scope definition for software requirements elicitation. Use when gathering requirements, defining project scope, or structuring product requirement documents.

majiayu000 Bundle

Search research papers via Gemini for broad literature discovery. Use when user says "gemini search", "gemini papers", "search with gemini", or wants AI-powered literature discovery beyond arXiv/Semantic Scholar indexes.

majiayu000 Bundle

Search research papers via Gemini for broad literature discovery. Use when user says "gemini search", "gemini papers", "search with gemini", or wants AI-powered literature discovery beyond arXiv/Semantic Scholar indexes.

majiayu000 Bundle

Search research papers via Gemini for broad literature discovery. Use when user says "gemini search", "gemini papers", "search with gemini", or wants AI-powered literature discovery beyond arXiv/Semantic Scholar indexes.

majiayu000 Bundle

Collaborative brainstorming session on any topic — project-related or general. Use when asked to 'brainstorm', 'let's brainstorm', 'explore ideas', 'think through', or 'brainstorm about [topic]'. NOT for feature discovery (use /nf), NOT for PRD/JTBD docs (use /product), NOT for deep research (use /deep-research), NOT for pre-implementation design (auto-triggered by design-exploration skill).

majiayu000 Bundle

Help users run better customer and user interviews. Use when someone is preparing for user research, planning discovery interviews, writing interview questions, analyzing interview findings, or trying to understand customer needs.

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Core conventions and patterns for PanelNester codebase

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Use when a behavioral diff may have left docs or CHANGELOG stale. Detects docs-vs-code drift and applies only safe fixes. Also handles stale code comments when tidy targets them. Not for roadmap drift — use drift-detect. Don't use for remote or irreversible changes.

majiayu000 Bundle

Use when the user asks to "score this influencer", "rank these creators for our campaign", or "tell me which influencer is the best fit"; produces weighted fit scores across audience match, content quality, brand alignment, engagement authenticity, and partnership potential, plus a ranked comparison and a go/pass verdict. Not for finding new influencers — use influencer-discovery; not for sending outreach — use outreach-manager.

majiayu000 Bundle

Use when the user asks to "calculate influencer ROI", "prove campaign value", or "what was our ROAS"; produces direct ROI/ROAS, earned media value, attribution-modeled revenue, LTV-based ROI, and a stakeholder-ready summary. Not for building the full slide/written report — use report-generator.

majiayu000 Bundle

Planning pipeline with multi-mode routing (plan/verify/replan). Session discovery → context gathering (spawn_agent) → conditional conflict resolution → task generation (spawn_agent or N+1 parallel agents) → plan verification → interactive replan. Produces IMPL_PLAN.md, task JSONs, TODO_LIST.md.

majiayu000 Bundle

Specification generator - 7 phase document chain producing product brief, PRD, architecture, epics, and issues. Agent-delegated heavy phases (2-5, 6.5) with Codex review gates. Triggers on "generate spec", "create specification", "spec generator", "workflow:spec".

majiayu000 Bundle

Use at the START of every task to discover and load relevant skills you don't already have. Detects platform, task type, and domain signals then loads matching skills from the index on demand.

majiayu000 Bundle

Generate a production-ready AbsolutelySkilled skill from any source: GitHub repos, documentation URLs, or domain topics (marketing, sales, TypeScript, etc.). Triggers on /skill-forge, "create a skill for X", "generate a skill from these docs", "make a skill for this repo", "build a skill about marketing", or "add X to the registry". For URLs: performs deep doc research (README, llms.txt, API references). For domains: runs a brainstorming discovery session with the user to define scope and content. Outputs a complete skill/ folder with SKILL.md, evals.json, and optionally sources.yaml, ready to PR into the AbsolutelySkilled registry.

majiayu000 Bundle

Workflow 1.5: Bridge between idea discovery and auto review. Reads EXPERIMENT_PLAN.md, implements experiment code, deploys to GPU, collects initial results. Use when user says "实现实验", "implement experiments", "bridge", "从计划到跑实验", "deploy the plan", or has an experiment plan ready to execute.

majiayu000 Bundle

Use when designing execution systems, OKR frameworks, or operational processes.

majiayu000 Bundle

Microservice architecture patterns and practices based on Sam Newman's "Building Microservices" -- covering service decomposition, inter-service communication, data management, and operational patterns. USE FOR: microservice decomposition, inter-service communication, service mesh, API gateway, saga pattern, service discovery, distributed data management DO NOT USE FOR: monolithic architecture (use monoliths), event sourcing details (use event-driven), domain modeling (use domain-driven-design)

majiayu000 Bundle

Use when setting up a new project for AI-agent-driven management, generating OKR, connecting GitHub as a command center, or when user says "init project", "настрой проект", "set up my project", "initialize", "okr setup", "оформи okr". First skill in the Personal Corp framework.

majiayu000 Bundle

Founder-PM toolkit for discovery, roadmaps, prioritization, and PMF measurement. Use when planning product strategy, metrics, or roadmaps.

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Generate comprehensive data profiles for DataFrames. Use for EDA, data discovery, and understanding dataset characteristics.

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Core conventions and patterns for this codebase

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Use when the user asks to "score this influencer", "rank these creators for our campaign", or "tell me which influencer is the best fit"; produces the typed STAR Suitability (S) read plus a separately labeled campaign-fit ranking without mixing campaign-specific commercial fit into the Suitability read. Not for finding new influencers — use influencer-discovery; not for sending outreach — use outreach-manager.

majiayu000 Bundle

Use when the user asks to "calculate influencer ROI", "prove campaign value", or "what was our ROAS"; produces direct ROI/ROAS, earned media value, attribution-modeled revenue, LTV-based ROI, and a stakeholder-ready summary. Not for building the full slide/written report — use report-generator.

majiayu000 Bundle

Initialize a PRD (Product Requirements Document) for structured ralph-loop execution

majiayu000 Bundle

Initialize a PRD (Product Requirements Document) for structured ralph-loop execution

majiayu000 Bundle

Use this skill when writing user stories, defining acceptance criteria, story mapping, grooming backlogs, or estimating work. Triggers on user stories, acceptance criteria, story mapping, backlog grooming, estimation, story points, INVEST criteria, and any task requiring agile requirements documentation.

majiayu000 Bundle

Enforces 4-phase architecture design workflow. Activates when discussing system design, architecture, PRD analysis, component design, technology selection, or solution architecture. Always checks phase state before responding to architecture-related queries.