Product & Planning

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Use when submitting to Tally forms or discovering form field structure. Handles field discovery via WebFetch and guides manual submission (no API for external form submission).

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A command-line tool for Paperzilla, an AI-powered scientific paper discovery platform.

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Conduct in-depth feature discovery interview to explore, challenge, and document a new feature. Use when asked to 'detail a feature', 'explore a new feature', 'feature discovery', 'interview about feature', or 'spec out a feature'. NOT for quick brainstorming (use /brainstorm), NOT for PRD/JTBD docs (use /product), NOT for implementation tasks (use /ct).

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Guide through problems with questions, not answers using Socratic teaching style. Use when asked to teach, explain concepts through discovery, help learn, or guide understanding without giving direct solutions. Triggers on: "use mentor mode", "teach me", "help me understand", "guide me", "mentor", "I want to learn", "explain by asking", "Socratic", "don't give me the answer". Read-only mode - explores and guides but doesn't write code.

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PowerShell TDD testing framework guidance for Pester v5+. Use when writing, structuring, or debugging PowerShell unit tests; mocking cmdlets, native commands (bash, git, curl), or .NET types; isolating tests with TestDrive/TestRegistry; capturing output streams; generating code coverage or JUnit/NUnit reports for CI/CD; running parameterized or tagged tests; or troubleshooting Pester Discovery vs Run phase issues.

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Crée un Product Requirements Document (PRD) structuré à partir d'une idée ou d'un brainstorm. Utiliser quand l'utilisateur veut structurer une idée en spécifications, dit "PRD", "spécifications", "requirements", "définir le produit", ou après une session de brainstorm validée.

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Autonomous AI coding orchestration using the Ralph Wiggum technique and Ralphy CLI. This skill should be used when running AI agents in continuous loops until tasks complete, orchestrating multi-task development with PRD/YAML files, configuring parallel agent execution, or implementing the Ralph Wiggum autonomous development methodology. Triggers on mentions of ralphy, ralph, autonomous loops, PRD-driven development, or multi-agent orchestration.

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Advance to next sprint or create sprint from description

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Triage and prioritize Linear backlog. Analyzes issues for staleness, blockers, and suggests priorities based on dependencies and capacity.

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Start an autonomous implementation loop from a spec or PRD. Enters plan mode for user approval, enforces command gates (test/lint/typecheck/build), validates dependencies, commits incrementally, and maintains documentation and changelog. Production-ready quality gates.

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Score your Claude Code environment on a fun 0-10 ladder (Tourist → Swarm) calibrated to the quickstart's 4 systems — Context, Skills, Integrations, Orchestration. Two front doors - an interactive quiz (zero setup, shareable) or a silent scan of your repo. Outputs a next-level roadmap plus a branded HTML dashboard or a paste-anywhere ASCII card. The default mastery skill of this quickstart. Triggers - "level", "what's my claude code level", "claude code level quiz", "assess my setup", "how good is my setup", "claude code maturity"

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Build Opportunity-Solution Trees to connect customer needs to solutions. Use when deciding what to build, structuring discovery work, translating stakeholder requests into opportunities, or testing assumptions before committing to solutions. Based on Teresa Torres's Continuous Discovery Habits framework.

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Review implementation plan for business value alignment. Use when asked to 'review my plan', 'walk through implementation', 'check plan against PRD', 'review technical decomposition', or 'is my plan aligned with requirements'. NOT for code review (use /sr), NOT for creating tasks (use /ct), NOT for static code analysis (use /code-analysis).

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deps.dev API v3 package metadata lookup. Covers version discovery, default/latest version, URL encoding. Keywords: deps.dev, api.deps.dev, package versions.

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Operate Alibaba Cloud DataWorks through dynamic API discovery and official SDKs (Node.js, Python, Java). Covers data development, workflow operations, data integration, data quality, metadata lineage, workspace management, and more. APIs are discovered at runtime from official docs and OpenAPI metadata — no hardcoded list.

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Usage: /sw:backlog <increment-id> --reason="<reason>"

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Convert tasks.md to prd.json with smart routing classification. Use after creating tasks. Triggers on: convert to prd, generate prd.json, convert tasks.

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Create Product Requirements Documents (PRD) following SDD methodology - Layer 2 artifact defining product features and user needs

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Five-phase reasoning protocol based on Musashi's Book of Five Rings. Ground (morphemic extraction), Water (pattern matching), Fire (unified derivation), Wind (predictions), Void (meta-closure). Use for cross-disciplinary insight discovery.

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Validate and enforce KB documentation formats, completeness, and integrity. Checks recent docs (uncommitted or last N commits) against KB standards. CHECKS PERFORMED: 1. FORMAT - Documents follow required templates (headers, sections) 2. COMPLETENESS - Tickets/issues have all required files (1-5) 3. INTEGRITY - All tickets in index.md, phases in roadmap.md 4. PATTERNS - Have Status: open|resolved 5. NAMING - Files follow conventions (verb-noun, feat-, comp-, etc.) Use when: - Before committing KB docs - After creating tickets/issues - Periodic maintenance - User says "lint kb", "check docs", "validate kb"

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Convert a spec/architecture document into a PRD JSON file optimized for Ralph agent. Use when you have a design doc and need to create implementable tasks.

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Product workflows router. Use when validating product ideas, writing specs, analyzing competitors, or tracking metrics. Triggers on "PRD", "competitive analysis", "metrics", "OKRs", "cohort", "requirements", "tech debt", "game-changing features", market positioning, retention analysis, or product strategy tasks.

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Create a delivery roadmap that translates strategy into sequenced releases with milestones and dependencies.

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Specification-Driven Development (SDD) toolkit. Transforms ideas into executable specifications, implementation plans, and task lists. Use for feature planning, PRD creation, or when user invokes /speckit.specify, /speckit.plan, /speckit.tasks commands.

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Pattern detection and automatic skill recommendation system. Activates when analyzing Cortex memory files, detecting recurring work patterns, or determining if new skills are needed. Analyzes .cortex_log.md, PRD files, and task lists to identify patterns (API calls, testing, deployment, etc.) appearing 5+ times. Generates Synapse_RECOMMENDATIONS.md with prioritized skill suggestions. Use when optimizing workflows or identifying automation opportunities.

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Generates UI/UX specifications with wireframes and design system. Creates UX_SPEC.md and DESIGN_SYSTEM.md from PRD and Architecture specs. Use when designing app interface and creating design system.

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Phase 4.0 — Acceptance Criteria lock checkpoint before implementation. Consolidates all ACs from PRD, TechSpec, and Tasks, presents to user for confirmation, and saves the locked AC list to accepted-criteria.md. Implementation only starts after explicit user confirmation.

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Phase 2 of the prd-taskmaster pipeline: spec generation and task parsing. Loads a template (comprehensive|minimal), fills it with DISCOVER-phase constraints and answers, validates the spec (placeholders_found, grade thresholds), parses the PRD into tasks via task-master, runs TaskMaster's native complexity analysis, and expands every task into verifiable subtasks. Autonomous-safe. Declares GENERATE complete so HANDOFF can follow.

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Execute whiteboard plans through gated phases with subagent dispatch. Require feature branch. Each phase goes through DISCOVERY -> PRE-GATE (pseudocode) -> IMPLEMENT -> POST-GATE (reviewer) -> CHECKPOINT. Produce per-phase commits, execution log, and working code with tests. Use after /code-foundations:whiteboarding to implement saved plans. Triggers on: build it, execute plan, implement the whiteboard, run the plan.

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Use when bootstrapping C3 documentation for any project - guides through Socratic discovery and delegates to layer skills for document creation

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Build features when user wants to implement PRDs, write code for specs, or develop functionality. Works incrementally substory-by-substory with automatic testing and code review. Automatically loads PRD context to maintain consistency. Also writes standalone tests for any file.

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Discovery-first development workflow. Use BEFORE creating worktrees for any non-trivial feature. Explores requirements through questions, proposes approaches, validates design incrementally, and generates implementation plans with verification commands.

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FuseCore Modular Architecture - Laravel 12 modular monolith with auto-discovery, React integration, and SOLID principles. Use when creating modules, understanding FuseCore structure, or implementing features in FuseCore projects.

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Bengio's GFlowNets: Generative Flow Networks that sample proportionally to reward. Diversity over maximization for causal discovery and molecule design.

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Fase 1 - Research Protocol. Busca autonoma no codebase, consulta MCPs, mapeia arquivos e gera PRD.md. Aplica S.A.I.S (Solicitar + Analisar) e S.D.A inicial. NUNCA pergunta onde estao arquivos, sempre busca automaticamente.

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Manage the content pipeline and idea backlog. Use when checking pipeline status, evaluating pillar distribution, reviewing idea statuses, or planning content calendar. Includes idea template, pillar definitions, and frontmatter schemas.