Requirements & discovery
359 rows from 191 repositories
Finding out what is actually needed before committing to a shape.
What Requirements & discovery skills agree on
129 skill files read, by 129 of the 157 authors on this shelf whose files we hold, 2026-09-06
Counted by distinct author, so one author publishing three of these counts once. Where a claim sits in fewer files than authors, that is said: a claim held by forty authors across three files is one file people copied, not forty people who agreed. Near-identical wordings are grouped and the other wordings are shown, so the grouping is yours to check.
What they tell the agent to do
- Ask one question at a time7 of 129also worded as Ask one or two questions at a time; Ask exactly one question at a time
- Provide testable acceptance criteria5 of 129 in 3 filesalso worded as Write testable acceptance criteria
- Place stakeholders in the power-interest grid5 of 129 in 4 filesalso worded as Plot stakeholders on the power interest grid; Place stakeholders on the power-interest grid
- Clarify goals, constraints, and required inputs4 of 129
- Provide actionable steps and verification4 of 129
- Use AskUserQuestions for structured elicitation4 of 129 in 2 files
- Ask for clarification on ambiguous requirements4 of 129 in 2 files
- Use open-ended questions only when choices cannot be predetermined4 of 129 in 2 files
- Classify each stakeholder by power and interest4 of 129 in 3 filesalso worded as Classify stakeholders on a power/interest grid
- Conduct a thorough interview before writing the spec4 of 129 in 2 filesalso worded as Conduct thorough interview before writing spec
- Write all functional requirements in EARS format4 of 129 in 2 filesalso worded as Use EARS format for functional requirements
- Include non-functional requirements for performance and security4 of 129 in 2 filesalso worded as Include functional and non-functional requirements
- Include an implementation TODO checklist4 of 129 in 2 filesalso worded as Include implementation TODO checklist
- Review acceptance criteria with the stakeholder4 of 129 in 2 filesalso worded as Validate acceptance criteria with stakeholder
- Apply both PM and Dev perspectives4 of 129 in 2 filesalso worded as Interview from both PM and Dev perspectives
What they tell it not to do
- Do not leave requirements vague5 of 129 in 3 filesalso worded as Don't leave requirements vague
- Do not write aspirational acceptance criteria5 of 129 in 3 filesalso worded as do not write aspirational acceptance criteria
- Never print answer options as plain text5 of 129 in 3 filesalso worded as Never print answer options as plain text; Output interview questions as plain text
- Do not skip security considerations4 of 129 in 2 files
- Do not forget error handling requirements4 of 129 in 2 files
- Do not generate a spec without conducting an interview4 of 129 in 2 filesalso worded as Generate spec without conducting interview
- Do not use for tasks unrelated to security requirement extraction4 of 129also worded as do not use for tasks unrelated to security requirements; Do not use for tasks outside security requirement extraction
- Do not test without signed legal authorization3 of 129 in 1 file
- Do not expand testing beyond approved scope boundaries3 of 129 in 1 file
- Do not touch restricted systems or networks3 of 129 in 1 file
What they expect to be installed
- Grep5 of 129
- AskUserQuestion4 of 129
- cat4 of 129
- AskUserQuestions4 of 129 in 2 files
- Task subagents4 of 129 in 2 files
- template.md4 of 129 in 3 files
- Glob3 of 129
- MITRE ATT&CK Navigator3 of 129 in 1 file
- VECTR3 of 129 in 1 file
- Cobalt Strike3 of 129 in 1 file
What they ask it to produce
- Stakeholder map8 of 129also worded as Stakeholder map table
- Communication plan table6 of 129 in 5 filesalso worded as communication plan
- Security user stories5 of 129also worded as User stories
- Feature specification document5 of 129 in 3 filesalso worded as Feature specification file
- Given/When/Then acceptance criteria5 of 129 in 3 filesalso worded as Acceptance criteria in Given/When/Then form
- Security test cases4 of 129
- Security acceptance criteria4 of 129
- Error handling table4 of 129 in 2 files
When Requirements & discovery authors say to reach for one
The situations these authors wrote into their own files, counted out of the same 129 authors, with the skills that name each one
- Gathering requirements6 of 129 in 4 files
- Managing stakeholders5 of 129 in 4 files
- Writing EARS-format specifications4 of 129 in 2 files
- Creating acceptance criteria4 of 129 in 2 files
- Planning implementation TODO lists4 of 129 in 2 files
- Aligning cross-functional teams4 of 129 in 3 files
- Creating security test cases4 of 129
- Security requirement extraction
- and 13 more on this shelf
- Building security acceptance criteria4 of 129
- Security requirement extraction
- and 13 more on this shelf
How Requirements & discovery skills are built
329 skill directories by 171 authors, read from their repositories’ own file trees 2026-08-05
The middle bundle among those shipping files is 2 files, 15.5 KB beside SKILL.md
Counted by distinct author, same as above, so one author publishing forty template copies counts once. SKILL.md itself is not counted as a file, so a single-file skill is one where that file is the whole skill.
The shape
- SKILL.md is the whole skill86 of 171 authors, 165 of 329 skills
- files ship beside it85 of 171 authors, 164 of 329 skills
- executable scripts ship inside11 of 171 authors, 14 of 329 skills
The folders they converge on
- references/48 of 171 authors, 93 of 329 skills
- assets/13 of 171 authors, 16 of 329 skills
- agents/11 of 171 authors, 34 of 329 skills
- evals/11 of 171 authors, 15 of 329 skills
- resources/9 of 171 authors, 13 of 329 skills
- scripts/9 of 171 authors, 12 of 329 skills
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