Product & Planning

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Create/update AGENTS.md for a Python repo driven by uv (ruff/mypy/pytest), including single-test commands and editor rule discovery. Use when this capability is needed.

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Help users prioritize product roadmaps and backlogs. Use when someone is deciding what to build next, sequencing features, allocating resources across projects, handling stakeholder requests, or struggling with too many competing priorities. Use when this capability is needed.

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Produce first drafts that match a writer's authentic voice using their Voice DNA Document. Consumes DNA documents from writing-dna-discovery skill. Generates 2 meaningfully different drafts with headlines, confidence assessment, decision notes, and DNA refinement suggestions. Collaborative partner that evaluates, pushes back, and advocates for quality. Handles blog posts, essays, newsletters, and more.

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This skill should be used when the user asks to "discover vision", "create a vision", "define product vision", "document vision", "what should my vision be", "help me with vision", "start requirements from scratch", "begin new product planning", "define product direction", "establish product vision", or when starting a new requirements project and needs to establish the foundational product vision before identifying epics or stories. Use when this capability is needed.

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Communications skill for internal communications, press releases, messaging, crisis communication, and stakeholder updates. Use when crafting announcements, managing communications, or handling public relations. Use when this capability is needed.

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Detect PRD/ADR/PRP opportunities in conversations and prompt for document creation. Activates when users discuss features, architecture decisions, or implementation planning. Use when this capability is needed.

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Create effective PRDs (Product Requirements Documents) for Ralph loops / Ralph Wiggum autonomous AI coding agents. Use whenever the user wants to create a PRD, task list, or specification for use with Ralph loops, Claude Code loops, Codex loops, or any autonomous agent loop. Also use when the user says 'create a PRD', 'write a task list for ralph', 'break this down into stories', 'plan this feature for autonomous coding', 'help me write acceptance criteria', 'prepare this for a ralph loop', or mentions creating prd.json. Also trigger when the user asks how to structure work for AI agents, wants to decompose a feature into agent-executable tasks, or needs help writing CLAUDE.md / AGENTS.md companion files for autonomous coding. Covers PRD schema, extracted constraints, machine-verifiable acceptance criteria, anti-criteria, quantified criteria, story invalidation tracking, quality gates, progress tracking, failure prevention, and companion file creation for DevOps/cloud-native/infrastructure projects. Use when

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Enterprise-grade repository analysis with arc42/C4 architecture documentation, technical debt quantification, security assessment, and multi-stakeholder reporting Use when this capability is needed.

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Bootstrap the Logics directory structure in a new repository (create `logics/architecture`, `logics/product`, `logics/request`, `logics/backlog`, `logics/tasks`, `logics/specs`, `logics/external`) and add `.gitkeep` files for empty folders so the structure stays versioned. Use when setting up Logics in a fresh project or validating that required directories exist. Use when this capability is needed.

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Roadmap Planning

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Implements onboarding and help systems including product tours, interactive tutorials, tooltips, checklists, help panels, and progressive disclosure patterns. Use when building first-time experiences, feature discovery, guided walkthroughs, contextual help, setup flows, or user activation features. Provides timing strategies, accessibility patterns (keyboard, screen readers, reduced motion), and metrics for measuring onboarding success. Use when this capability is needed.

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AI-Agentic Product Owner accountable for maximizing product value through effective Product Backlog management. Use when creating PBIs, ordering backlog, or accepting sprints. Use when this capability is needed.

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Unified issue discovery and creation. Create issues from GitHub/text, discover issues via multi-perspective analysis, or prompt-driven iterative exploration. Triggers on \"issue:new\", \"issue:discover\", \"issue:discover-by-prompt\", \"create issue\", \"discover issues\", \"find issues\". Use when this capability is needed.

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Scores and prioritizes technical debt by impact, risk, and effort. Provides ranked backlog with ROI analysis and quarterly paydown recommendations. Use for "tech debt", "technical debt management", "code quality", or "refactoring priorities". Use when this capability is needed.

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批量推进编排 Skill：把“一堆事项/bug/想法/审稿意见”收口为 Assumptions → Triage Queue → Sprint Plan（含并行组/DoD/Gates/回滚）→ Next Backlog；可选将结果落盘到 `<MM_DD>/codex/intake/intake_<topic>.md`、`<MM_DD>/codex/plan/plan_<topic>.md`（以及 `<MM_DD>/codex/exec/exec_<topic>.md`）。适用于“我有一堆事想批量推进/做个冲刺计划/把 backlog 变成可执行任务”等请求。 Use when this capability is needed.

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Help users align stakeholders and get buy-in. Use when someone is struggling to get approval, facing resistance to their ideas, needs to influence without authority, or is preparing for an important executive presentation. Use when this capability is needed.

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This skill should be used for academic paper search, literature reviews, and research synthesis. Combines Exa MCP (research_paper category, arxiv.org filtering) with arxiv-mcp-server for paper discovery, download, and deep analysis. Use when searching for papers, conducting literature reviews, analyzing research trends, or synthesizing findings across multiple papers. Use when this capability is needed.

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Discover potential rule topics by mining patterns across Shopify themes. Use when exploring what rules to write next, finding patterns in themes, or building a backlog of rule ideas. Complements research-shopify-rule and quick-rule by identifying topics rather than writing rules. Use when this capability is needed.

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PRD Reviewer

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Install, configure, and troubleshoot the EKS MCP Server connection in your AI assistant (Claude Code, Cursor, Kiro). Use ONLY for MCP server setup problems — config file location (.mcp.json), IAM permissions for eks-mcp actions, uvx installation, choosing AWS-hosted vs self-hosted mode, or debugging why MCP tools fail to appear after config. Also activate if user mentions "eks mcp", "mcp server", "mcp.json", or "mcp tools not showing". Do NOT use for actual cluster operations once MCP is working — those go to eks-recon (discovery), eks-operation-review (audits), or eks-upgrade-check (upgrades). Use when this capability is needed.

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Initializes complete governance framework including constitution, roadmap, and templates. Use when setting up new projects or establishing governance in existing projects lacking systematic documentation. Use when this capability is needed.

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Converts Product Requirements Documents into prd.json format for the Ralph autonomous agent system. Use when preparing PRDs for Ralph execution, breaking down features into atomic user stories, or when the user mentions Ralph, prd.json, or autonomous agent workflows.

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When the user wants to submit their product to startup, SaaS, AI, agent, MCP, no-code, or review directories for backlinks, domain rating, and discovery. Also use when the user mentions "directory submissions," "submit to directories," "backlinks from directories," "list my product," "submit to Product Hunt," "BetaList," "TAAFT," "Futurepedia," "G2 listing," "Capterra listing," "AlternativeTo," "SaaSHub," "AI directories," "MCP registry," "agent directory," "dofollow backlinks," "launch directories," or "directory tracker." Use this whenever someone is planning the directory layer of a product launch or an ongoing backlink campaign. For the broader launch moment, see launch. For programmatic SEO pages that should live behind these backlinks, see programmatic-seo. For AI citation optimization, see ai-seo. Use when this capability is needed.

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Implement APCA/WCAG2 contrast requirements and solver behavior per src/planning/spec-v0.3.md and src/planning/roadmap-v0.3.md, with minimal tests. Use when this capability is needed.

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Use when systematically identifying failure scenarios for proposed features and infrastructure changes. Covers component enumeration, failure mode discovery, cascade analysis, mitigation design, monitoring signals, and rollback planning. Do not use for security threat modeling (use threat-model) or input boundary testing (use edge-case-enumeration).

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Patterns for requirements elicitation, BRDs, process analysis, and stakeholder alignment. Use when this capability is needed.

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Patterns for organizational change, ADKAR methodology, stakeholder engagement, and adoption strategies. Use when this capability is needed.

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Audit guidance across AGENTS.md, optional README.md, maintainer docs, and discovery mirrors in an existing skills-export repository. Use when a skills repo may have stale guidance, missing discovery mirrors, or outdated references to the Agent Skills standard or OpenAI Codex docs. Defer narrow README-only or roadmap-only requests to the specialized maintainer skills. Use when this capability is needed.

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Use when a plan, PRD, or spec has vague requirements, undefined terms, or missing details - conducts structured interview using AskUserQuestion to surface hidden assumptions, challenge ambiguities, and produce implementation-ready specs. Also use proactively when encountering plans that say things like "make it faster" or "improve UX" without concrete definitions.

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Product Discovery

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Assign and resolve multiple independent backlog issues in parallel using git worktrees and coordinated agents Use when this capability is needed.

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Route PRD, spec, and exported localization files into whole-document translation, draft copy extraction, or final localization delivery. Use when this capability is needed.

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Parallel implementation of Ralph++ PRD sub-stories using Claude Opus 4.6 Agent Teams. Use when executing prd.json with multiple independent sub-stories that can run in parallel. Extends ralph-loop with multi-agent orchestration, dependency analysis, conflict resolution, and progress synchronization. Requires CLAUDE_CODE_EXPERIMENTAL_AGENT_TEAMS=1. Use when this capability is needed.

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Validate product-market fit and strategic direction. Use when defining new products, validating problem-solution fit, prioritizing features, or making build-vs-buy decisions. Focuses on discovery and validation before development. Use when this capability is needed.

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Query STRING API for protein-protein interactions (59M proteins, 20B interactions). Network analysis, GO/KEGG enrichment, interaction discovery, 5000+ species, for systems biology. Use when this capability is needed.

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Strategic guide for becoming an effective GitHub contributor. Covers opportunity discovery, project selection, high-quality PR creation, and reputation building. Use when looking to contribute to open-source projects, building GitHub presence, or learning contribution best practices. Use when this capability is needed.