Requirements & discovery
359 rows, by stacks then stars
129 of these skill files have been read, by 129 distinct authors, and what they tell an agent counted. What Requirements & discovery authors agree on, and what they forbid
oprogramadorreal/optimus-claude/skills/brainstorm Skill
71★ repoPrimes your project for peak Claude Code performance
keysersoose/claude-agent-builder/agent-builder Skill
41★ repoBuild production-ready AI agents in Claude Code from natural language. Analyzes your problem, researches best practices, and generates subagents, skills, hooks, commands & MCP configs.
PicsArt/gen-ai-skills/skills/agency-brand-scoping Skill
4★ repoShared skills, prompts, and tooling for Picsart's gen-ai CLI and generative-AI workflows
Lion-1209/Lion-Skills/skills/clarifying-questions Skill
4★ repo面向开发者的 Claude Code skills 套件 | A developer-focused Claude Code skills suite
sarveshtalele/requirement-analysis-skill Skill
no license1★sgui/sgui-stakeholder-update Skill
1★Stakeholder update skill for PO/BA/PM: reframe raw status by audience, cadence, and channel with so what + the ask.
qiuyiwu1989-star/openclaw-xiaokai-cto/skills/roles/01-requirement-analyst Skill
1★ repoMulti-Agent CTO skill for OpenClaw — 13 professional roles, 7-step dispatch engine, quality gates
dinghaochen1004-blip/requirement-clarifier Skill
no license1★🧭 Stop guessing. Start building. A 95%-confidence requirement clarification gate for Codex and AI agents—ask less, learn more, execute safely.
khaichonggg/rubric-requirement-matrix Skill
1★Agent Skill for mapping rubrics and briefs to concrete project evidence.
chenpianzhou/requirement-to-prd-skill/requirement-to-prd Skill
0★ repo让 AI 写 PRD，但不许它瞎编 — turn a one-line idea into a review-ready PRD
s1dd4rth/babok Skill
0★A Claude Agent Skill for facilitating BABOK v3 business analysis work — six knowledge areas, fifty techniques, five perspectives.
zhujian0409/stakeholder-writeup-skills/stakeholder-writeup Skill
0★ repoClaude Code skill — turn a multi-turn technical investigation into an audience-tuned, fact-verified Markdown report (tech lead / exec / PM / customer). Verified facts only, honest-impact, explicit invocation.
julijakvetna/ba-project-factory Skill
0★A complete Business Analyst lifecycle skill — 24 structured prompts for enterprise software delivery
satishTheLegend/staff-eng-planning Skill
0★Claude Code skill: turn a fuzzy initiative into an RFC + ADRs + 3-point estimates + trade-off matrix + risk register + rollout/backout plan before any code. Staff-engineer planning discipline, gate-sequenced.
entalpa/entalpa-mcp/plugins/entalpa/skills/entalpa-implement Skill
0★ repoEntalpa MCP client instructions, Agent Skills, and plugin bundle
hlrd93/over-quali/skills/engagement-bootstrap Skill
0★ repoSelf-overcoming skill libraries for AI coding agents. COMPASS synthesizes what's missing; SAGE evolves what underperforms — training-free, evidence-driven.
entalpa/entalpa-mcp/plugins/entalpa/skills/entalpa-prd Skill
0★ repoEntalpa MCP client instructions, Agent Skills, and plugin bundle
Security requirement extraction
sickn33/agentic-awesome-skills/plugins/agentic-awesome-skills-claude/skills/security-requirement-extraction Skill
44,658★ repoAAS Core is the local, agent-first control plane for complete catalog discovery, agent-owned selection, stack validation, and planning, backed by 1,987+ agentic skills. Includes CLI, local MCP, catalog, plugins, and Workbench.
Security requirement extraction
sickn33/agentic-awesome-skills/plugins/agentic-awesome-skills/skills/security-requirement-extraction Skill
44,658★ repoAAS Core is the local, agent-first control plane for complete catalog discovery, agent-owned selection, stack validation, and planning, backed by 1,987+ agentic skills. Includes CLI, local MCP, catalog, plugins, and Workbench.
Security requirement extraction
sickn33/agentic-awesome-skills/skills/security-requirement-extraction Skill
44,658★ repoAAS Core is the local, agent-first control plane for complete catalog discovery, agent-owned selection, stack validation, and planning, backed by 1,987+ agentic skills. Includes CLI, local MCP, catalog, plugins, and Workbench.
Security requirement extraction
wshobson/agents/plugins/security-scanning/skills/security-requirement-extraction Skill
38,701★ repoMulti-harness agentic plugin marketplace for Claude Code, Codex CLI, Cursor, OpenCode, GitHub Copilot, and Gemini CLI
phuryn/pm-skills/pm-execution/skills/stakeholder-map Skill
25,257★ repoPM Skills Marketplace: 100+ agentic skills, commands, and plugins — from discovery to strategy, execution, launch, and growth.
Jeffallan/claude-skills/skills/feature-forge Skill
10,966★ repo66 Specialized Skills for Full-Stack Developers. Transform Claude Code into your expert pair programmer.
deanpeters/Product-Manager-Skills/skills/problem-statement Skill
no license6,355★ repoProduct Management skills framework built on battle-tested methods for Claude Code, Cowork, Codex, and AI agents.
Stakeholder engagement advisor
deanpeters/Product-Manager-Skills/skills/stakeholder-engagement-advisor Skill
no license6,355★ repoProduct Management skills framework built on battle-tested methods for Claude Code, Cowork, Codex, and AI agents.
deanpeters/Product-Manager-Skills/skills/stakeholder-identification Skill
no license6,355★ repoProduct Management skills framework built on battle-tested methods for Claude Code, Cowork, Codex, and AI agents.
deanpeters/Product-Manager-Skills/skills/stakeholder-mapping Skill
no license6,355★ repoProduct Management skills framework built on battle-tested methods for Claude Code, Cowork, Codex, and AI agents.
brycewang-stanford/Auto-Empirical-Research-Skills/skills/43-wentorai-research-plugins/skills/research/deep-research/scoping-review-guide Skill
no license3,315★ repo🔬 A curated collection of 23,000+ agent skills for empirical research across 8 social science disciplines. | 精选 23,000+ AI Agent 技能库，覆盖8大社会科学学科的实证研究。CoPaper.AI 20分钟完成一篇可复现的规范实证论文，并支持用户上传 Skills。-- Maintained by CoPaper.AI from Stanford REAP.
jeremylongshore/claude-code-plugins-plus-skills/plugins/productivity/pm-ai-partner/skills/stakeholder-update Skill
2,628★ repo425 plugins, 2,810 skills, 200 agents for Claude Code. Open-source marketplace at tonsofskills.com with the ccpi CLI package manager.
jeremylongshore/claude-code-plugins-plus-skills/skills/.curated/stakeholder-update Skill
2,628★ repo425 plugins, 2,810 skills, 200 agents for Claude Code. Open-source marketplace at tonsofskills.com with the ccpi CLI package manager.
Stakeholder communication template
jeremylongshore/claude-code-plugins-plus-skills/skills/20-enterprise-workflows/stakeholder-communication-template Skill
2,628★ repo425 plugins, 2,810 skills, 200 agents for Claude Code. Open-source marketplace at tonsofskills.com with the ccpi CLI package manager.
a5c-ai/babysitter/library/specializations/domains/business/business-analysis/skills/stakeholder-matrix-generator Skill
1,665★ repoBabysitter enforces obedience on agentic workforces and enables them to manage extremely complex tasks and workflows through deterministic, hallucination-free self-orchestration
Stakeholder preference elicitor
a5c-ai/babysitter/library/specializations/domains/business/decision-intelligence/skills/stakeholder-preference-elicitor Skill
1,665★ repoBabysitter enforces obedience on agentic workforces and enables them to manage extremely complex tasks and workflows through deterministic, hallucination-free self-orchestration
a5c-ai/babysitter/library/specializations/domains/business/project-management/skills/stakeholder-matrix-generator Skill
1,665★ repoBabysitter enforces obedience on agentic workforces and enables them to manage extremely complex tasks and workflows through deterministic, hallucination-free self-orchestration
a5c-ai/babysitter/library/specializations/domains/business/public-relations/skills/stakeholder-crm Skill
1,665★ repoBabysitter enforces obedience on agentic workforces and enables them to manage extremely complex tasks and workflows through deterministic, hallucination-free self-orchestration
a5c-ai/babysitter/library/specializations/domains/social-sciences-humanities/arts-culture/skills/stakeholder-facilitation Skill
1,665★ repoBabysitter enforces obedience on agentic workforces and enables them to manage extremely complex tasks and workflows through deterministic, hallucination-free self-orchestration
a5c-ai/babysitter/library/specializations/product-management/skills/stakeholder-comms Skill
1,665★ repoBabysitter enforces obedience on agentic workforces and enables them to manage extremely complex tasks and workflows through deterministic, hallucination-free self-orchestration
Dsfa stakeholder konsultation art 35 9
Klotzkette/claude-fuer-deutsches-recht/datenschutzrecht/skills/dsfa-stakeholder-konsultation-art-35-9 Skill
1,443★ repo⚠️ Experimentelle Skill-Sammlung für deutsches Recht (Arbeits-, Gesellschafts-, Insolvenz-, Datenschutz-, Prozessrecht u.a.) – inzwischen verbessert und im Alltag getestet, aber weiterhin Experiment. Bitte selber ausprobieren, Issues/PRs willkommen! Keine Rechtsberatung. Mandatsgeheimnis (§§ 203/204 StGB, § 43e BRAO), DSGVO, US-Transfer, KI-VO & Co
Klotzkette/claude-fuer-deutsches-recht/datenschutzrecht/skills/dsv-stakeholder-mapping Skill
1,443★ repo⚠️ Experimentelle Skill-Sammlung für deutsches Recht (Arbeits-, Gesellschafts-, Insolvenz-, Datenschutz-, Prozessrecht u.a.) – inzwischen verbessert und im Alltag getestet, aber weiterhin Experiment. Bitte selber ausprobieren, Issues/PRs willkommen! Keine Rechtsberatung. Mandatsgeheimnis (§§ 203/204 StGB, § 43e BRAO), DSGVO, US-Transfer, KI-VO & Co
Klotzkette/claude-fuer-deutsches-recht/datenschutzrecht/skills/stakeholder-mapping Skill
1,443★ repo⚠️ Experimentelle Skill-Sammlung für deutsches Recht (Arbeits-, Gesellschafts-, Insolvenz-, Datenschutz-, Prozessrecht u.a.) – inzwischen verbessert und im Alltag getestet, aber weiterhin Experiment. Bitte selber ausprobieren, Issues/PRs willkommen! Keine Rechtsberatung. Mandatsgeheimnis (§§ 203/204 StGB, § 43e BRAO), DSGVO, US-Transfer, KI-VO & Co
Klotzkette/claude-fuer-deutsches-recht/energierecht/skills/stakeholder-mapping-energie Skill
1,443★ repo⚠️ Experimentelle Skill-Sammlung für deutsches Recht (Arbeits-, Gesellschafts-, Insolvenz-, Datenschutz-, Prozessrecht u.a.) – inzwischen verbessert und im Alltag getestet, aber weiterhin Experiment. Bitte selber ausprobieren, Issues/PRs willkommen! Keine Rechtsberatung. Mandatsgeheimnis (§§ 203/204 StGB, § 43e BRAO), DSGVO, US-Transfer, KI-VO & Co
Klotzkette/claude-fuer-deutsches-recht/fachanwalt-it-recht/skills/dsv-stakeholder-mapping Skill
1,443★ repo⚠️ Experimentelle Skill-Sammlung für deutsches Recht (Arbeits-, Gesellschafts-, Insolvenz-, Datenschutz-, Prozessrecht u.a.) – inzwischen verbessert und im Alltag getestet, aber weiterhin Experiment. Bitte selber ausprobieren, Issues/PRs willkommen! Keine Rechtsberatung. Mandatsgeheimnis (§§ 203/204 StGB, § 43e BRAO), DSGVO, US-Transfer, KI-VO & Co
Klotzkette/claude-fuer-deutsches-recht/insolvenzplan-starug-planwerkstatt/skills/stabilisierung-stakeholder Skill
1,443★ repo⚠️ Experimentelle Skill-Sammlung für deutsches Recht (Arbeits-, Gesellschafts-, Insolvenz-, Datenschutz-, Prozessrecht u.a.) – inzwischen verbessert und im Alltag getestet, aber weiterhin Experiment. Bitte selber ausprobieren, Issues/PRs willkommen! Keine Rechtsberatung. Mandatsgeheimnis (§§ 203/204 StGB, § 43e BRAO), DSGVO, US-Transfer, KI-VO & Co
Klotzkette/claude-fuer-deutsches-recht/insolvenzplan-starug-planwerkstatt/skills/stakeholder-kommunikation Skill
1,443★ repo⚠️ Experimentelle Skill-Sammlung für deutsches Recht (Arbeits-, Gesellschafts-, Insolvenz-, Datenschutz-, Prozessrecht u.a.) – inzwischen verbessert und im Alltag getestet, aber weiterhin Experiment. Bitte selber ausprobieren, Issues/PRs willkommen! Keine Rechtsberatung. Mandatsgeheimnis (§§ 203/204 StGB, § 43e BRAO), DSGVO, US-Transfer, KI-VO & Co
Plan stabilisierung stakeholder
Klotzkette/claude-fuer-deutsches-recht/insolvenzverwaltung/skills/plan-stabilisierung-stakeholder Skill
1,443★ repo⚠️ Experimentelle Skill-Sammlung für deutsches Recht (Arbeits-, Gesellschafts-, Insolvenz-, Datenschutz-, Prozessrecht u.a.) – inzwischen verbessert und im Alltag getestet, aber weiterhin Experiment. Bitte selber ausprobieren, Issues/PRs willkommen! Keine Rechtsberatung. Mandatsgeheimnis (§§ 203/204 StGB, § 43e BRAO), DSGVO, US-Transfer, KI-VO & Co
Plan stakeholder kommunikation
Klotzkette/claude-fuer-deutsches-recht/insolvenzverwaltung/skills/plan-stakeholder-kommunikation Skill
1,443★ repo⚠️ Experimentelle Skill-Sammlung für deutsches Recht (Arbeits-, Gesellschafts-, Insolvenz-, Datenschutz-, Prozessrecht u.a.) – inzwischen verbessert und im Alltag getestet, aber weiterhin Experiment. Bitte selber ausprobieren, Issues/PRs willkommen! Keine Rechtsberatung. Mandatsgeheimnis (§§ 203/204 StGB, § 43e BRAO), DSGVO, US-Transfer, KI-VO & Co
Klotzkette/claude-fuer-deutsches-recht/kanzlei-mandant-lifecycle/skills/stakeholder-map Skill
1,443★ repo⚠️ Experimentelle Skill-Sammlung für deutsches Recht (Arbeits-, Gesellschafts-, Insolvenz-, Datenschutz-, Prozessrecht u.a.) – inzwischen verbessert und im Alltag getestet, aber weiterhin Experiment. Bitte selber ausprobieren, Issues/PRs willkommen! Keine Rechtsberatung. Mandatsgeheimnis (§§ 203/204 StGB, § 43e BRAO), DSGVO, US-Transfer, KI-VO & Co
Krisenstadien stakeholder strategie ergebnis liquiditaet
Klotzkette/claude-fuer-deutsches-recht/krisenfrueherkennung-starug/skills/krisenstadien-stakeholder-strategie-ergebnis-liquiditaet Skill
1,443★ repo⚠️ Experimentelle Skill-Sammlung für deutsches Recht (Arbeits-, Gesellschafts-, Insolvenz-, Datenschutz-, Prozessrecht u.a.) – inzwischen verbessert und im Alltag getestet, aber weiterhin Experiment. Bitte selber ausprobieren, Issues/PRs willkommen! Keine Rechtsberatung. Mandatsgeheimnis (§§ 203/204 StGB, § 43e BRAO), DSGVO, US-Transfer, KI-VO & Co
Stakeholder warnpflicht zahlungsunfaehigkeit
Klotzkette/claude-fuer-deutsches-recht/krisenfrueherkennung-starug/skills/stakeholder-warnpflicht-zahlungsunfaehigkeit Skill
1,443★ repo⚠️ Experimentelle Skill-Sammlung für deutsches Recht (Arbeits-, Gesellschafts-, Insolvenz-, Datenschutz-, Prozessrecht u.a.) – inzwischen verbessert und im Alltag getestet, aber weiterhin Experiment. Bitte selber ausprobieren, Issues/PRs willkommen! Keine Rechtsberatung. Mandatsgeheimnis (§§ 203/204 StGB, § 43e BRAO), DSGVO, US-Transfer, KI-VO & Co
matlab/simulink-agentic-toolkit/skills-catalog/model-based-design-core/generate-requirement-drafts Skill
no license933★ repoThe Simulink Agentic Toolkit gives your AI agent both the tools and the expertise to work effectively with Simulink and Model-Based Design.
Sushegaad/Claude-Skills-Governance-Risk-and-Compliance/plugins/cmmc/skills/cmmc Skill
814★ repoClaude Skills for Governance, Risk, & Compliance (GRC): Expert-level compliance guidance for ISO 27001, SOC 2, FedRAMP, GDPR, HIPAA, NIST CSF, PCI DSS, EU AI Act, ISO 42001, ISO 27701, DORA, CSRD, India's DPDPA, CMMC 2.0, NIST AI Risk, SWIFT, Australia's ISM, EU NIS2, CCPA/CPRA, and others. Benchmark 97% (with skills) vs 81% (without skills).
Matter intake scoping scott margetts
lawve-ai/awesome-legal-skills/skills/matter-intake-scoping-scott-margetts Skill
no license641★ repoA curated list of awesome Agent Skills for automating legal work
Stakeholder comms planner scott margetts
lawve-ai/awesome-legal-skills/skills/stakeholder-comms-planner-scott-margetts Skill
no license641★ repoA curated list of awesome Agent Skills for automating legal work
lawve-ai/awesome-legal-skills/skills/statute-analysis-rafal-fryc Skill
no license641★ repoA curated list of awesome Agent Skills for automating legal work
nWave-ai/nWave/nWave/skills/nw-stakeholder-engagement Skill
591★ repoAI agents that guide you from idea to working code, with you in control at every step.
nWave-ai/nWave/plugins/nw/skills/nw-stakeholder-engagement Skill
591★ repoAI agents that guide you from idea to working code, with you in control at every step.
Business stakeholder analysis paragraph writer
ECNU-ICALK/AutoSkill/SkillBank/ConvSkill/english_gpt3.5_8/business-stakeholder-analysis-paragraph-writer Skill
no license551★ repoAutoSkill: Experience-Driven Lifelong Learning via Skill Self-Evolution
Business stakeholder and concept paragraph writer
ECNU-ICALK/AutoSkill/SkillBank/ConvSkill/english_gpt3.5_8_GLM4.7/business-stakeholder-and-concept-paragraph-writer Skill
no license551★ repoAutoSkill: Experience-Driven Lifelong Learning via Skill Self-Evolution
Cuegis business analysis with stakeholder identification
ECNU-ICALK/AutoSkill/SkillBank/ConvSkill/english_gpt4_8/cuegis-business-analysis-with-stakeholder-identification Skill
no license551★ repoAutoSkill: Experience-Driven Lifelong Learning via Skill Self-Evolution
Libtomcrypt requirement specification and code tracing
ECNU-ICALK/AutoSkill/SkillBank/ConvSkill/english_gpt4_8_GLM4.7/libtomcrypt-requirement-specification-and-code-tracing Skill
no license551★ repoAutoSkill: Experience-Driven Lifelong Learning via Skill Self-Evolution