Product & Planning

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Ralph PRD Converter

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プロジェクト用語集を作成するスキル。docs/prd.md や docs/functional-design.md が存在する場合に、ドメイン用語、技術用語、略語、アーキテクチャ用語等を体系的に定義した用語集を作成します。「用語集を作成して」「glossary を作って」「用語を定義して」等のリクエストで使用してください。 Use when this capability is needed.

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Analyze a codebase and business context to discover programmatic SEO opportunities, identifying what page types to generate, what data assets exist, and what search intent can be matched at scale. Use when starting a new pSEO project, when the user isn't sure what to build programmatically, or when exploring what structured data exists in the codebase or business that could power scalable pages. Use when this capability is needed.

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Expert backlog manager that prioritizes work using multi-criteria scoring, analyzes dependencies, and recommends optimal next tasks. Activates when managing backlogs, prioritizing work, adding items, or analyzing what to work on next. Use when this capability is needed.

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Use when you need information you don't have, expertise outside your comfort zone, or a single fresh perspective on code — even if you think you already know the answer. Also triggered by "I'm not sure about", "what's the best approach", "second opinion", "research how X works", or any need for discovery, expertise, or review. For multi-perspective reviews where agents discuss and converge, use design-meeting instead. NOT for implementation delegation (see subagent-driven-development).

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Perform OSINT, subdomain enumeration, port scanning, web reconnaissance, email harvesting, and cloud asset discovery for initial access. Use when gathering intelligence or mapping attack surface. Use when this capability is needed.

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Discover what customers truly need by analyzing the "job" they hire your product to do. Use when the user mentions "customer discovery", "why customers churn", "what job does this solve", "competing against luck", "product-market fit", "switching behavior", "milkshake moment", or "functional vs emotional jobs". Also trigger when investigating why users choose competitors, designing features around real customer needs, or reframing product value propositions. Covers JTBD interviews, competition analysis, and jobs-oriented roadmaps. For product positioning, see obviously-awesome. For rapid validation, see design-sprint. Use when this capability is needed.

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Protocol for creating dated changelog files after significant agent sessions. Use when completing vault operations, discovery sessions, insight extraction, or any work requiring documentation. Use when this capability is needed.

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Screenshot Analyzer (Multi-Agent)

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Stakeholder Alignment

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Expand Tasks with Research v1.0

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Multi-source skill discovery with natural language search and GitHub integration Use when this capability is needed.

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当用户明确要求头脑风暴、收集需求、写 PRD、或探索「要不要做 / 做什么」时使用。通过协作对话将粗略想法转化为清晰的产品需求文档。不自动触发——仅在用户显式发起需求探索流程时才启动。 Use when this capability is needed.

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Reminder to update backlog.org before commits or when finishing significant work. Use before committing changes, after completing implementation from plan mode, or when wrapping up a work session. This skill ensures the project's task tracking in backlog.org stays current with actual progress. Trigger when about to commit, exiting plan mode, or when user says "done", "let's commit", "wrap up", or similar. Use when this capability is needed.

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Proactively suggest creating a design document when discussing significant changes, new features, or architectural decisions. Also triggers when user has existing markdown docs that should be converted to org-mode. Use when conversation involves design decisions that should be documented, when user mentions RFC/RFD/design doc, or when proposing changes that warrant formal documentation. Trigger on phrases like "we should document this", "this needs an RFC", "let me think through the design", "convert this to org", or when discussing tradeoffs between multiple approaches. Use when this capability is needed.

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Use when the user asks for deep discovery, 100-question brainstorming, idea interrogation, architecture stress testing, strategy vetting, weakness finding, hole-poking, exhaustive exploration, planning or auditing Codex plugins or skills, or pre-commitment review of a design, plan, strategy, architecture, product, business idea, trading system, or problem space.

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Generate templated responses for common legal inquiries and identify when situations require individualized attention. Use when responding to routine legal questions — data subject requests, vendor inquiries, NDA requests, discovery holds — or when managing response templates. Use when this capability is needed.

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Frames product design problems before solutions exist. Synthesizes research, sizes opportunities, defines hypotheses, scopes projects, and maps customer journeys. Use this skill for new project kickoffs, ambiguous business asks, translating research into briefs, strategic framing sessions, opportunity assessments, project scoping, stakeholder alignment, and competitive analysis—even if the user doesn't explicitly say "strategist. Use when this capability is needed.

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End-to-end neoantigen discovery from somatic variants to ranked vaccine candidates. Integrates HLA typing, MHC binding prediction, pVACtools neoantigen calling, and immunogenicity scoring. Use when identifying tumor neoantigens for personalized vaccine design or checkpoint biomarkers. Use when this capability is needed.

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Product backlog management, user stories, acceptance criteria, sprint planning, and stakeholder management for agile development Use when this capability is needed.

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This skill should be used when the user asks to "write a readme", "create readme", "generate readme", "improve readme", "audit readme", "review readme", "fix readme", "readme best practices", "readme standard", "perfect readme", or mentions README quality, documentation standards, or developer experience documentation. Use when this capability is needed.

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Use this skill to create or update the root AGENTS.md file to register AgenticDev skills for AI agent discovery. Triggers include "register AgenticDev", "update AGENTS.md", "setup agent guide", or initializing a new project.

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PRD Generator

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WS-Discovery protocol scanner for discovering and enumerating ONVIF cameras and IoT devices on the network. Use when you need to discover ONVIF devices, cameras, or WS-Discovery enabled equipment on a network. Use when this capability is needed.

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Start a Unified Loop Controller session via Ralph Wiggum. Autonomously works through backlog, dispatches agents, and explores via QD when idle. Use when this capability is needed.

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PRD Creation - Business Before Technical

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Documentation Discovery via Scripts

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Verify agent session format compatibility for Agent Sessions. Use when any agent CLI updates, when monitoring flags drift, or when bumping max verified versions (fixtures + docs + tests). Covers session schema, usage/limits tracking, storage backends, and discovery path contracts for all supported agents. Use when this capability is needed.

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Generate a structured PRD (Product Requirements Document) with user stories from a natural language project description Use when this capability is needed.

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Domain extension for AI Agent system architecture. Use when the project involves LLM-based agents, tool use, memory systems, or multi-agent orchestration. This is NOT a standalone skill — it is dynamically loaded by devforge-architecture-design when the PRD contains ai-agent characteristic tags. Use when this capability is needed.

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Generate comprehensive executive summaries from workspace communication files using AI analysis with automatic context discovery Use when this capability is needed.

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从产品 PRD 产出“复刻级可落地”的 UI/UX 研发规格文档包（目录同构骨架、公共基座、组件/页面契约、覆盖映射、索引与 worklog）。适用于需要把 PRD 转成前端可复刻实现的规格文档、UI/UX 研发规格、界面契约与验收标准的场景；避免用于只要视觉灵感/纯 UI 赏析或直接写代码实现的请求。 Use when this capability is needed.

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Build TypeScript MCP clients with composable code snippets. Includes agentic pattern with LLM integration, server-initiated requests (sampling, elicitation), and dynamic discovery. Use when creating applications that connect to MCP servers. Use when this capability is needed.

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Use this skill when the user asks to "build a W2A sensor", "create a world2agent sensor", "add a sensor for <source>", or otherwise wants to emit signals into the World2Agent protocol from a new data source. Guides discovery → design → scaffold → install recipe → test.

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Rabbit agent from McCallum's Six-Animal Model. The facilitator archetype focused on ensuring everyone has what they need to succeed. Use when needing resource coordination, stakeholder communication, or identifying missing tools/information. Embodies nAch/nAff motivation and SDT competence. Invoke with /rabbit-agent [project or team]. Use when this capability is needed.

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Add or revise an RDMP entry in constitutions/roadmap.md. Three phases — spec confirmation with the operator, doc insertion, commit confirmation. The auto-ticketing cron picks up the new RDMP within 10 min of commit and creates a todo build_card for Architect — the factory chain then runs autonomously until an operator-review-required output (medium/high tier) lands in the operator's Paperclip approvals inbox. Use when this capability is needed.