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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

  • Scoping for transformative learning inquiry

    nota-america/forgecat-agent-profiles/profiles/garethmanning/education-agent-skills/for-cursor/.cursor/skills/scoping-for-transformative-learning-inquiry Skill

    46★ repo

    Production-ready AI agent profiles for Claude Code, Cursor, and Codex. Search, install, and contribute ForgeCat packages.

  • Scoping for transformative learning inquiry

    nota-america/forgecat-agent-profiles/profiles/garethmanning/education-agent-skills/for-forgecat/skills/scoping-for-transformative-learning-inquiry Skill

    46★ repo

    Production-ready AI agent profiles for Claude Code, Cursor, and Codex. Search, install, and contribute ForgeCat packages.

  • Discovery session

    TserenTserenov/FMT-exocortex-template/.claude/skills/discovery-session Skill

    45★ repo

    Exocortex template: fork & deploy your AI-powered personal knowledge system with Claude Code

  • Requirement assistant

    AsiaOstrich/universal-dev-skills/skills/requirement-assistant Skill

    no license43★ repo

    ⚠️ ARCHIVED: Merged into universal-dev-standards v3.0.0. See https://github.com/AsiaOstrich/universal-dev-standards

  • Requirement gap finder

    skinnerlee1225/enterprise-prd-toolkit/skills/requirement-gap-finder Skill

    40★ repo

    把金融級 PRD 方法論工程化成四個 Claude Skills：找洞 → 寫規格 → 產測試。含交易所提現、自營交易挑戰賽的完整 PRD 範例。

  • Requirements discovery

    NickCrew/Claude-Cortex/skills/requirements-discovery Skill

    30★ repo

    Claude Cortex

  • Business analyst

    saeed-vayghan/gemini-agent-skills/.gemini/skills/business-analyst Skill

    30★ repo

    A comprehensive collection of expert AI Agent Skills for Google Gemini, featuring a powerful CLI to convert and optimize Claude Code agents for the Gemini ecosystem.

  • Pm stakeholder communication

    julianoczkowski/product-manager/skills/pm-stakeholder-communication Skill

    25★ repo

    A market-driven Product Manager copilot (Agent Skills + Claude Code plugin) based on the Pragmatic Framework — guides PMs from idea to launch and produces a client-ready artifact (Markdown or .docx) at every stage.

  • Grad strat stakeholder

    charlieviettq/awesome-agent-skill/.claude/skills/grad-strat-stakeholder Skill

    24★ repo

    Curated skill pack for LLM agents in engineer and science workflow (Cursor & Claude ready).

  • Soc stakeholder

    charlieviettq/awesome-agent-skill/.claude/skills/soc-stakeholder Skill

    24★ repo

    Curated skill pack for LLM agents in engineer and science workflow (Cursor & Claude ready).

  • Stakeholder update

    charlieviettq/awesome-agent-skill/.claude/skills/stakeholder-update Skill

    24★ repo

    Curated skill pack for LLM agents in engineer and science workflow (Cursor & Claude ready).

  • Write spec

    charlieviettq/awesome-agent-skill/.claude/skills/write-spec Skill

    24★ repo

    Curated skill pack for LLM agents in engineer and science workflow (Cursor & Claude ready).

  • Grad strat stakeholder

    charlieviettq/awesome-agent-skill/.cursor/skills/asgard-ai-platform/grad-strat-stakeholder Skill

    24★ repo

    Curated skill pack for LLM agents in engineer and science workflow (Cursor & Claude ready).

  • Soc stakeholder

    charlieviettq/awesome-agent-skill/.cursor/skills/asgard-ai-platform/soc-stakeholder Skill

    24★ repo

    Curated skill pack for LLM agents in engineer and science workflow (Cursor & Claude ready).

  • Stakeholder update

    charlieviettq/awesome-agent-skill/.cursor/skills/knowledge-work/product-management/stakeholder-update Skill

    24★ repo

    Curated skill pack for LLM agents in engineer and science workflow (Cursor & Claude ready).

  • Write spec

    charlieviettq/awesome-agent-skill/.cursor/skills/knowledge-work/product-management/write-spec Skill

    24★ repo

    Curated skill pack for LLM agents in engineer and science workflow (Cursor & Claude ready).

  • Stakeholder update

    charlieviettq/awesome-agent-skill/plugins/knowledge-work-all/skills/stakeholder-update Skill

    24★ repo

    Curated skill pack for LLM agents in engineer and science workflow (Cursor & Claude ready).

  • Write spec

    charlieviettq/awesome-agent-skill/plugins/knowledge-work-all/skills/write-spec Skill

    24★ repo

    Curated skill pack for LLM agents in engineer and science workflow (Cursor & Claude ready).

  • Stakeholder update

    charlieviettq/awesome-agent-skill/plugins/knowledge-work-product-management/skills/stakeholder-update Skill

    24★ repo

    Curated skill pack for LLM agents in engineer and science workflow (Cursor & Claude ready).

  • Write spec

    charlieviettq/awesome-agent-skill/plugins/knowledge-work-product-management/skills/write-spec Skill

    24★ repo

    Curated skill pack for LLM agents in engineer and science workflow (Cursor & Claude ready).

  • Requirement clarification

    Dqz00116/skill-lib/requirement-clarification Skill

    22★ repo

    A curated collection of reusable AI Agent Skills for standardized workflows, best practices, and domain expertise.

  • Scoping an incident from a single indicator

    meltedinhex/analyst-ai-pack/skills/scoping-an-incident-from-a-single-indicator Skill

    21★ repo

    An open agent-skills library for malware analysis, reverse engineering, and threat hunting - 118 curated, runnable skills mapped to MITRE ATT&CK, D3FEND, and CAR.

  • Stakeholder update writer

    krzysztofsurdy/code-virtuoso/skills/tools/stakeholder-update-writer Skill

    20★ repo

    Skills, sub-agents, and playbooks for Claude Code, Cursor, and any Agent Skills-compatible AI coding assistant.

  • Stakeholder brief

    aroyburman-codes/pm-skills/skills/stakeholder-brief Skill

    19★ repo

    PM workflow and product thinking skills for AI product managers. 17 structured frameworks for PRDs, metrics, strategy, writing, prioritization, and more.

  • Stakeholder adapter

    KirKruglov/claude-skills-kit/skills/status-reports-and-stakeholder-updates/stakeholder-adapter Skill

    18★ repo

    70+ curated agent skills for Claude Cowork and Claude.ai — ready-to-use tools for non-technical users: project management, productivity, and AI workflow automation

  • Stakeholder management

    Liberty91LTD/cti-skills/skills/stakeholder-management Skill

    16★ repo

    Cyber Threat Intelligence Skills for each stage of the CTI Lifecycle.

  • Stakeholder communication

    alexclowe/awesome-copilot-cowork-plugins/construction-pm/skills/stakeholder-communication Skill

    16★ repo

    Free profession-specific plugins for Microsoft Copilot Cowork. 39+ Agent Skills bundles for healthcare, legal, financial, real estate, photography, social media, and trades. OneDrive folder-drop or M365 sideload. Mirrors awesome-claude-cowork-plugins.

  • Refine requirements

    hellotern/Sextant/skills/refine-requirements Skill

    15★ repo

    init

  • Synthesize stakeholder research

    eugenelim/agent-ready-repo/packs/product-strategy/.apm/skills/synthesize-stakeholder-research Skill

    15★ repo

    The complete AI operating model for software teams — from first idea to production. Three peer-supervised loops (discovery → build → release) over a catalogue of curated packs: skills, subagents, and hooks, each installed in one line. It's npm for your coding agent. Any agent, any stack — Claude Code, Codex, Cursor, Copilot, Gemini, Kiro.

  • Scoping argument boundary

    icerain-cmd/humanities-superpowers/skills/scoping-argument-boundary Skill

    15★ repo

    Structured research skills and quality gates for humanities scholars using AI agents.

  • Dependency requirement validation

    HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/dependency-requirement-validation Skill

    15★ repo

    Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

  • Installation requirement validation

    HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/installation-requirement-validation Skill

    15★ repo

    Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

  • Dependency requirement validation

    HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/dependency-requirement-validation Skill

    15★ repo

    Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

  • Installation requirement validation

    HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/installation-requirement-validation Skill

    15★ repo

    Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

  • Feature forge

    onfire7777/universal-ai-skills-library/skills/feature-forge Skill

    14★ repo

    Router-first AI skill system for Codex, Claude, Cursor, Hermes, Paperclip, OpenCode, and local AI stacks: search, preflight-route, and load 1,812 skills on demand without duplicating the corpus.

  • One pager prd

    onfire7777/universal-ai-skills-library/skills/one-pager-prd Skill

    14★ repo

    Router-first AI skill system for Codex, Claude, Cursor, Hermes, Paperclip, OpenCode, and local AI stacks: search, preflight-route, and load 1,812 skills on demand without duplicating the corpus.

  • Problem statement

    onfire7777/universal-ai-skills-library/skills/problem-statement Skill

    14★ repo

    Router-first AI skill system for Codex, Claude, Cursor, Hermes, Paperclip, OpenCode, and local AI stacks: search, preflight-route, and load 1,812 skills on demand without duplicating the corpus.

  • Security requirement extraction

    FridrichMethod/awesome-skills/skills/security-requirement-extraction Skill

    no license13★ repo

    Curated, auto-synced collection of 2,000+ Claude Code & Codex skills for AI4Protein, bioinformatics, AI development, and academic paper writing. One curl command installs them all.

  • Stakeholder comms

    hartmut-ux/ai-marketing-team/skills/stakeholder-comms/.claude/skills/stakeholder-comms Skill

    11★ repo

    11 AI marketing skills for Kimi, Claude & Codex. Content strategy, PR, internal comms, change management, analytics & operations for SMEs and purpose-driven organisations.

  • Stakeholder comms

    hartmut-ux/ai-marketing-team/skills/stakeholder-comms/.codex/skills/stakeholder-comms Skill

    11★ repo

    11 AI marketing skills for Kimi, Claude & Codex. Content strategy, PR, internal comms, change management, analytics & operations for SMEs and purpose-driven organisations.

  • Stakeholder comms

    hartmut-ux/ai-marketing-team/skills/stakeholder-comms/.kimi/skills/stakeholder-comms Skill

    11★ repo

    11 AI marketing skills for Kimi, Claude & Codex. Content strategy, PR, internal comms, change management, analytics & operations for SMEs and purpose-driven organisations.

  • Speccrew pm requirement analysis

    charlesmu99/speccrew/.speccrew/skills/speccrew-pm-requirement-analysis Skill

    11★ repo

    SpecCrew - An AI-driven software engineering framework that embeds a virtual AI development team into your projects. Supports specification-driven development (SDD) with PRD → Feature Design → System Design → Develop → System Test workflow.

  • Speccrew pm requirement assess

    charlesmu99/speccrew/.speccrew/skills/speccrew-pm-requirement-assess Skill

    11★ repo

    SpecCrew - An AI-driven software engineering framework that embeds a virtual AI development team into your projects. Supports specification-driven development (SDD) with PRD → Feature Design → System Design → Develop → System Test workflow.

  • Speccrew pm requirement clarify

    charlesmu99/speccrew/.speccrew/skills/speccrew-pm-requirement-clarify Skill

    11★ repo

    SpecCrew - An AI-driven software engineering framework that embeds a virtual AI development team into your projects. Supports specification-driven development (SDD) with PRD → Feature Design → System Design → Develop → System Test workflow.

  • Speccrew pm requirement model

    charlesmu99/speccrew/.speccrew/skills/speccrew-pm-requirement-model Skill

    11★ repo

    SpecCrew - An AI-driven software engineering framework that embeds a virtual AI development team into your projects. Supports specification-driven development (SDD) with PRD → Feature Design → System Design → Develop → System Test workflow.

  • Speccrew pm requirement simple

    charlesmu99/speccrew/.speccrew/skills/speccrew-pm-requirement-simple Skill

    11★ repo

    SpecCrew - An AI-driven software engineering framework that embeds a virtual AI development team into your projects. Supports specification-driven development (SDD) with PRD → Feature Design → System Design → Develop → System Test workflow.

  • Stakeholder alignment

    viktorbezdek/skillstack/communication/skills/stakeholder-alignment Skill

    10★ repo

    Skills I use and develop to deliver better outcomes faster and with less effort.

  • Security requirement extraction

    sinhoneyy/master-skills/plugins/master-skills-ai-agent-builder/skills/security-requirement-extraction Skill

    no license10★ repo

    Unified skill library for Claude, Codex, Cursor, Antigravity & AI agents — 2,658 skills across 15 domains

  • Security requirement extraction

    sinhoneyy/master-skills/skills/security-requirement-extraction Skill

    no license10★ repo

    Unified skill library for Claude, Codex, Cursor, Antigravity & AI agents — 2,658 skills across 15 domains

  • Scoping product research

    casioreview20-glitch/forge-os/skills/core/research/scoping-product-research Skill

    10★ repo

    The open-source control plane for AI agents — skill routing, context governance, trustworthy execution, evidence, security, and multi-agent orchestration.

  • Think problem restatement

    product-on-purpose/thinking-framework-skills/skills/think-problem-restatement Skill

    9★ repo

    Evidence-graded, agent-executable thinking-method skills - 56 frameworks reduced to their working mechanism, honestly graded, and producing a concrete artifact. 56 frameworks + 4 tools + 9 recipes for Claude Code, Codex, and other AI agents. Advanced (Gold) tier.

  • Mvp scoping

    Dragoon0x/everything-design-taste/skills/mvp-scoping Skill

    9★ repo

    A taste system for AI agents. 288 skills, 80 agents, 12 rules, and 8 hooks that turn generic AI output into work with genuine design quality. Anti-slop detection, typography craft, color systems, brand voice, product strategy, and 50+ specialized reviewers across UI, industry, platform, and content domains.

  • Stakeholder management

    Dragoon0x/everything-design-taste/skills/stakeholder-management Skill

    9★ repo

    A taste system for AI agents. 288 skills, 80 agents, 12 rules, and 8 hooks that turn generic AI output into work with genuine design quality. Anti-slop detection, typography craft, color systems, brand voice, product strategy, and 50+ specialized reviewers across UI, industry, platform, and content domains.

  • Requirement to implementation

    emaraschio/cursor-commands/.cursor/skill-contracts/requirement-to-implementation Skill

    9★ repo

    Production-grade Cursor slash commands with paired skill contracts, behavioral evals, and ship-gate CI. Install as a user plugin.

  • Requirement to implementation

    emaraschio/cursor-commands/plugin/.cursor/skill-contracts/requirement-to-implementation Skill

    9★ repo

    Production-grade Cursor slash commands with paired skill contracts, behavioral evals, and ship-gate CI. Install as a user plugin.

  • Executive stakeholder management

    the-nam-shub/e5-real-skills/skills/executive-stakeholder-management Skill

    no license8★ repo

    A living library of B2B marketing Claude skill files built from the Exit Five B2B marketing podcast. Every skill sourced from expert practitioners. Auto-updates with new episodes.

  • Feature forge

    PIXARTSeu/Synapse/.agents/skills/feature-forge Skill

    no license8★ repo

    Self-improving AI brain for Claude Code & Desktop — 28 MCP tools, 253 skills, collective memory, project tracking, work logs. One server, all your sessions share the same knowledge. Deploy on Coolify in 2 minutes.

  • Feature forge

    PIXARTSeu/Synapse/packages/codegraph/data/lifecycle-skills/feature-forge Skill

    no license8★ repo

    Self-improving AI brain for Claude Code & Desktop — 28 MCP tools, 253 skills, collective memory, project tracking, work logs. One server, all your sessions share the same knowledge. Deploy on Coolify in 2 minutes.

  • Problem framing

    Avyayalaya/agent-prime/shared/toolkits/skills/problem-framing Skill

    7★ repo

    A persistent AI operating system. 13 specialized agents + a runtime-portable 5-agent quality gate (Agent Council), 12 skills, 8 guardrails, 4 workflows. Built entirely from markdown files. Zero dependencies.

  • Stakeholder alignment

    Avyayalaya/agent-prime/shared/toolkits/skills/stakeholder-alignment Skill

    7★ repo

    A persistent AI operating system. 13 specialized agents + a runtime-portable 5-agent quality gate (Agent Council), 12 skills, 8 guardrails, 4 workflows. Built entirely from markdown files. Zero dependencies.