Product & Planning

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Creates structured task plans in docs/tasks/ with PRD and parallel phase enrichment. Use when user asks to "create a task" or "plan a feature". Auto-detects difficulty - simple tasks get inline enrichment, hard tasks get parallel agent enrichment.

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结构化辩论

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Replit PRD Generator

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Use when verifying feature completeness against PRD requirements, identifying gaps between backend implementation and user-facing accessibility, generating remediation tasks, or auditing across frameworks (Next.js, React Router, TanStack, React Native, Expo).

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Create a detailed, phased implementation plan with documentation discovery. Use when asked to plan a feature, task, or multi-step implementation — especially before executing with do. Use when this capability is needed.

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Close a PRD that is already implemented or no longer needed Use when this capability is needed.

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Start working on a PRD implementation Use when this capability is needed.

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Convert technical designs into actionable, sequenced implementation tasks. Create clear coding tasks that enable incremental progress, respect dependencies, and provide a roadmap for systematic feature development. Use when this capability is needed.

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Prompt engineering standards and context engineering principles for AI agents based on Anthropic best practices. Covers clarity, structure, progressive discovery, and optimization for signal-to-noise ratio. Use when this capability is needed.

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Generates a weekly project update from git history using a PM framework. Use when the user wants a summary of the past week's changes, a stakeholder update, or a team status report.

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Autonomous biomedical AI agent framework for executing complex research tasks across genomics, drug discovery, molecular biology, and clinical analysis. Use this skill when conducting multi-step biomedical research including CRISPR screening design, single-cell RNA-seq analysis, ADMET prediction, GWAS interpretation, rare disease diagnosis, or lab protocol optimization. Leverages LLM reasoning with code execution and integrated biomedical databases. Use when this capability is needed.

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Generate comprehensive Product Requirements Documents (PRD) from idea validation files. Use when users ask to "create a PRD", "generate product requirements", "write a PRD", or want to turn validated ideas into actionable product specs. Works with idea.md and validate.md files. Use when this capability is needed.

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Use when needing specialized guide content - delegates to dev-guides-navigator plugin for online guide discovery with caching and disambiguation

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Discovery Desktop Development Guide

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Update a ChatPRD document to reflect what was actually built. Use after implementation to capture decisions, trade-offs, and deviations from the original spec. Use when this capability is needed.

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Use when planning strategic roadmaps across the autonomous startups.studio ecosystem - creates hierarchical beads issues across repos/submodules from top-level vision down to component sub-roadmaps for business-as-code, services-as-software, and related packages

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Prepare and execute negotiations using tactical empathy, calibrated questions, and the Ackerman method. Use when the user mentions "salary negotiation", "contract terms", "handling objections", "mirroring and labeling", "difficult conversation", "deal terms", "BATNA", or "anchoring". Also trigger when preparing for vendor negotiations, resolving pricing disputes, or navigating high-stakes conversations where both parties need to feel heard. Covers accusation audits, Black Swan discovery, and the "Thats Right" technique. For persuasion in product/marketing, see influence-psychology. Use when this capability is needed.

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Comprehensive multi-omics disease characterization integrating genomics, transcriptomics, proteomics, pathway, and therapeutic layers for systems-level understanding. Produces a detailed multi-omics report with quantitative confidence scoring (0-100), cross-layer gene concordance analysis, biomarker candidates, therapeutic opportunities, and mechanistic hypotheses. Uses 80+ ToolUniverse tools across 8 analysis layers. Use when users ask about disease mechanisms, multi-omics analysis, systems biology of disease, biomarker discovery, or therapeutic target identification from a disease perspective. Use when this capability is needed.

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PR 作成直後の review チェック / 全 open PR の未解決 review thread (isResolved=false) を gh api graphql で集計し、 N 日以上未対応のものを backlog として表示する。 `--pr <N>` で単一 PR の review 即時確認 (PR 作成 chain で発動)、 引数なしで全 PR backlog 監視。 `/loop /check-review-backlog` で週次監視に利用可能。 read-only (POST / mutation なし)。 Use when this capability is needed.

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Create and run AI evaluations with datasets, assertions, and output drivers in Neuron AI. Use this skill whenever the user mentions evaluation, testing AI systems, creating evaluators, dataset-driven testing, assertion-based validation, or wants to measure AI system performance. Also trigger for tasks involving evaluator discovery, output configuration, result analysis, or building custom assertions. Use when this capability is needed.

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AI Agent PRD Guide

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Annotate a Spec/PRD with Feature IDs and generate a Coverage Index. Use when user wants to add spec tags to a vision document, create F-nnn identifiers, set up traceability, or initialize a PRD framework for phased development. Use when this capability is needed.

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Aggregates reviews from 5 experts, resolves conflicts, prioritizes content, and updates the PRD. Also syncs the result to Feishu Docs. Use when this capability is needed.

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CRISP session manager — detects project state and routes to the right entry point. Use /crisp to start or resume any CRISP engagement. Handles new projects (discovery), existing codebases (archaeology), active sprints (execute), and validation (prove). Reads docs/crisp-state.json to know where you are. Use when this capability is needed.

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Use-case documents with traceability to PRD Use when this capability is needed.

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Designing use cases and user flows with PRD traceability Use when this capability is needed.

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Generate a Phase Spec/PRD by extracting features from an annotated Vision PRD. Use when user wants to create quarterly phase documentation, extract requirements from vision, plan a development phase, or decompose features into R-nnnn requirements. Requires annotated Vision PRD with F-nnn tags and Coverage Index. Use when this capability is needed.

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Creates detailed, sectionized, TDD-oriented implementation plans through research, stakeholder interviews, and multi-LLM review. Use when planning features that need thorough pre-implementation analysis.

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Use for all blog writing tasks including creating articles (Zenn Japanese, dev.to/Medium English), managing ideas, and setting up blog projects. This is the unified entry point for technical blog writing workflow. Supports idea tracking with status management (backlog/in-progress/done). Use when this capability is needed.

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Design status reports, research reports, and stakeholder reporting. Use when creating design status updates, research summaries, or UX reports for stakeholders, leadership, or cross-functional teams. Use when this capability is needed.

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backlog-cli

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Build WordPress themes with studiometa/foehn - attribute-based auto-discovery for hooks, post types, blocks, REST API, and CLI commands with Timber/Twig integration Use when this capability is needed.

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PRD Generation Skill

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Create a Product Requirements Document for a CompanyCam project. Use when the user wants to write a PRD or document requirements for a new feature. Use when this capability is needed.

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to-prd

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Arbitrary file download vulnerability detection and exploitation using path traversal techniques, bypass methods, and sensitive file discovery. Use this skill when user needs to test for file download vulnerabilities, path traversal, or read sensitive files on target systems. Use when this capability is needed.