Customer-centric value proposition development using jobs-to-be-done methodology
Run tests with code coverage collection, parse the results, and present a formatted coverage report — any language, discovery-driven.
Turn interview notes, assumptions, or market context into customer discovery findings, jobs-to-be-done synthesis, and actionable product/GTM recommendations.
Drive a Discovery Sprint end-to-end (Frame → Diverge → Converge → Prototype → Validate → Handoff) by gathering scope from the user up front, then dispatching the facilitator and…
Orchestreert een pipeline van skills (trend-analysis, competitive-analysis, jtbd-analysis, hmw-framing, technische-haalbaarheid, opportunity-scoring) om per interessegebied een…
Standalone build and test validation — any language, discovery-driven. Reads .claude/context/language-config.md for the target repo and runs the configured restore, build, and…
매 phase 시작 시 go 기준뿐 아니라 kill 기준 (abandon triggers) 을 최소 3개 명시적으로 선언하여, 프로젝트가 sunk-cost 로 연장되는 것을 차단한다. phase 진행 중 trigger 발화 여부를 모니터링하고, 발화 시 즉시 중단.
Use when targeting ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD) or deciding whether a computer-science manuscript fits this venue.
Audit and repair Claude Code discovery symlinks for skills, agents, and teams. Compares registries against .claude/ directories at project and global levels, detects missing,…
Selects informative features for biomarker discovery using Boruta all-relevant selection, mRMR minimum redundancy, and LASSO regularization.
Use when exploring Bknd's auto-generated API endpoints. Covers REST endpoint patterns, route listing, module base paths, SDK method mapping, admin panel API explorer, and — from…
Plan the asset acquisition strategy (procedural, library, generative, photogrammetry) for a Blender scene without installing or executing.
Facilitate a Five Whys root-cause analysis. Invoke when the user needs to find the underlying cause of a project impediment, schedule slip, recurring defect, or stakeholder…
Drafts code-compliant California responses to Requests for Production (CCP § 2031.010 et seq.) for Superior Court.
Drafts California Superior Court discovery verification pages under CCP §§ 2030.250 and 2031.250 with proper CCP § 2015.5 perjury declarations.
Spezialfall US-Discovery / E-Discovery und Document Production: Anforderungen US-Gericht, Hague Evidence Convention, Blocking Statutes (Frankreich), DSGVO.
Customer discovery framework using Jobs-To-Be-Done theory — uncover the functional, social, and emotional jobs customers hire products to do.
Discover project patterns and find all code usages before making changes. Use BEFORE renaming, refactoring, moving files, changing signatures, or adding features to ensure…
Expert in codebase archaeology and documentation retrieval. Use this when starting new project phases, refactoring large modules, or integrating new frameworks.
Evidence group skill. Maps direct competitors, indirect substitutes, and adjacent (non-software) workarounds for the problem in problem-canvas.md.
Guide Socratic discovery of research questions and analytical approaches for text corpus analysis
Creates a Jobs to be Done canvas capturing the functional, emotional, and social dimensions of a customer job.
Creates a clear problem framing document with user impact, business context, and success criteria. Use when starting a new initiative, realigning a drifted project, or…
Use when the operator asks for options, variations, alternatives, product/UI directions, or divergent ideation before a spec or decision is locked.
Use when the user asks for a deep codebase analysis to identify and rank improvements, optimizations, architectural enhancements, or potential bugs aligned to developer — from…
Use when the user asks for a deep codebase analysis to identify and rank improvements, optimizations, architectural enhancements, or potential bugs aligned to developer — from…
Drafts a combined Demand for Discovery and Bill of Particulars for U.S. criminal or civil litigation.
Discovery phase 5 — Architecture (C4 model). Produces context, container, and optionally component diagrams as markdown + PlantUML/Mermaid. Greenfield, review, or ingest.
Run a competitive benchmark and extract Gold Nuggets for the Steal phase of discovery. Use when the user wants to analyze competitors, says "fais un benchmark concurrentiel",…
Optional orchestrator for the discovery-phase pack. Walks the BA through a recommended skill sequence based on engagement type and access level — but does not enforce.
Discovery phase 6 — Architectural Decision Records (ADRs). Captures technology and design choices with context, options considered, decision, and consequences.
Finds installed agents that match a given task intent using agent_list + LLM reasoning.
Drafts discovery dispute resolution letters documenting meet-and-confer efforts and unresolved issues in U.S. litigation.
Summarizes discovery documents (depositions, emails, contracts, interrogatories, medical/financial records) with Bates citations, impeachment flags, timeline extraction, and…
Force MCP discovery via get_metadata or search_tools before any execute_tool call. 調用前必先經 slop-mcp 元工具發現，禁直呼 MCP 二進製。 Use when: user names MCP server, user asks to call MCP tool,…
Discovery phase 2 — Functional Requirements. Conversational drafting (greenfield), audit + iteration (review), or confirm + summarize (ingest).
Conduct discovery interviews to gather requirements, clarify vague ideas, and create detailed specifications. Use when gathering requirements or clarifying vague ideas.
Deliverables group skill. Hands discovery findings to a delivery team (could be same agency squad in delivery phase, different agency, or client internal team).
Transform vague or high-level human intent into a governed Discovery action plan. Activate when intent is unclear, broad, or when multiple discovery steps are required before any…
Discovery phase 7 — derive a small set of compact artifacts in .claude/ from the canonical docs/ tree. No mirror of ADRs or full C4: skills read those directly from docs/.
Discovery phase 4 — Non-Functional Requirements (latency, throughput, security, availability, compliance). Each NFR must be measurable. Output: docs/requirements/non-functional.md.
Complete project discovery workflow using Jobs-to-be-Done, Amazon PR/FAQ, ADR, and Lean Startup validation.
Drafts Joint Discovery Plans and Proposed Scheduling Orders under FRCP 26(f) or state equivalents. Analyzes pleadings, court requirements, and case complexity to produce discovery…
Guides a Subject Matter Expert through a structured discovery session to create and approve a Discovery Plan before any building begins.
Run a full discovery cycle from problem hypothesis to validated solution. Use when a team needs a structured path through framing, interviews, synthesis, and experiments.
Generate 30-50 deep discovery questions for any business type to uncover hidden pain points, workflow bottlenecks, and $15K+ software opportunities during client conversations.
Synthesizes interrogatories, RFPs, RFAs, deposition transcripts, and privilege logs into a thematic, issue-based analytical memorandum with gap analysis and deficiency tracking.
Drafts a California-compliant discovery Separate Statement for motions to compel under Cal. Rules of Court rule 3.1345.
Contact discovery specialist - handles contact classification, email verification, GDPR compliance, and opportunity enrichment.
Summarizes discovery documents (interrogatories, RFPs, RFAs, depositions, privilege logs) into structured attorney-ready memoranda.
Generates structured, citeable summaries of discovery documents (interrogatories, RFPs, RFAs, depositions, productions).
Use when planning and tracking work - creates visible, emergent work breakdown using TypeScript API with just-in-time planning and hierarchical task trees
Discovery phase 3 — Use Cases. One file per UC under docs/use-cases/. Each UC traces to ≥1 functional requirement. Greenfield, review, or ingest mode.
Discovery phase 1 — Vision & Domain. Establishes the problem, audience, and domain vocabulary. Output: docs/glossary.md with entity definitions plus a short vision summary at the…
orm-discovery-mcp-goプロジェクトのフルフィードバックループ実行。 task ci → task install → MCP全ツール検証 → 自己PRレビュー → 結果報告。 手動トリガー (「ドッグフーディング」「dogfood」「verify」「検証」) または draft-pr 後のプロアクティブ呼び出しに対応。 総合品質評価は…
Patterns for computer-aided drug discovery including virtual screening, molecular docking, ADMET prediction, lead optimization, and integration with AI/ML methods.
Audit a drug discovery pipeline for operational efficiency and scientific rigor. Evaluates compound library management, HTS screening workflows, hit-to-lead optimization, ADMET…
End-to-end drug discovery platform combining ChEMBL compounds, DrugBank, targets, and FDA labels. Natural language powered by Valyu.
Discovery-X PRD 작성 — pm-skills create-prd 기반 8섹션 PRD 생성. 아이디어나 문제 설명을 입력받아 대화형 인터뷰 → 구조화된 PRD 문서 생성. AX BD팀 내부 신사업 발굴 컨텍스트에 최적화. 사용: /dx-write-prd <기능 또는 문제 설명>
Drafts court-ready ESI Protocol Agreements governing electronically stored information exchange in U.S. federal litigation.