User stories

Run QA validation on a pull request — boots the local environment, tests acceptance criteria, and optionally posts the report as a PR comment.

wp-media/wp-rocket

Exercise a running product against acceptance criteria and report evidence.

KhazP/vibe-coding-prompt-template

Plan a refactor as an ordered, commit-grain Tasks Plan with structural acceptance criteria (suite green at every step, no behaviour diff) that /squid-implement-night can execute end-to-end.

iusztinpaul/squid

Uncover the functional, emotional and social jobs a customer hires a product to do: progress state, hiring trigger, alternatives, success criteria, JTBD map.

sickn33/agentic-awesome-skills

A skill your agent uses when the user asks to "map what our buyers believe", "capture the objections we keep hearing", or "find the switching forces that move the beachhead"; produces a belief map…

aaron-he-zhu/aaron-marketing-skills

Spec creation with pattern references, acceptance criteria, and demo scripts.

bybren-llc/safe-agentic-workflow

A skill your agent uses when coordinating product work across the 12 bundled product sub-skills (RICE, OKRs, UX research, design tokens, competitive teardown, analytics, experiments, discovery…

alirezarezvani/claude-skills

A skill your agent uses when the user needs to define their MVP, create a product roadmap, plan metrics and tracking, refine their value proposition with JTBD, or run usability tests.

GTM-Strategist/gtm-strategist-skills

Analyze and enhance Jira user stories with complete, implementation-ready technical detail.

LIDR-academy/AI4Devs-LTI-extended

Specification generator - 7 phase document chain producing product brief, PRD, architecture, epics, and issues with Codex review gates.

catlog22/Claude-Code-Workflow

Capture work and evolving intent during discussion as one or more GitHub tickets, Grain briefs, or both.

greenfield-inc/Pane

Freeze PRD, technical design, and acceptance criteria before medium-to-large Codex work; coordinate agents with explicit ownership, then judge delivery from diffs, tests, and evidence.

sickn33/agentic-awesome-skills

Techniques for writing clear product specifications, user stories, and acceptance criteria.

slgoodrich/agents

A skill your agent uses when the user asks to write specs before code, define acceptance criteria, plan features before implementation, generate tests from specifications, or follow spec-first…

alirezarezvani/claude-skills

Turn the current conversation context into a PRD and submit it as a GitHub issue.

ayoubben18/ab-method

把当前对话转成 spec 并发布到项目 issue tracker：不做访谈，只综合已经讨论的内容. An agent skill from vinvcn/mattpocock-skills-zh-CN.

vinvcn/mattpocock-skills-zh-CN

A skill your agent uses when medium-to-large changes need explicit requirements, technical design, and task planning before implementation, especially for multi-module work, unclear acceptance…

TencentCloudBase/CloudBase-AI-Toolkit

Interview the user relentlessly about a plan or design until reaching shared understanding, resolving each branch of the decision tree.

jvm-skills/jvm-skills

Turn customer notes, call transcripts, sales feedback, and research into PMM-ready voice-of-customer inputs: pains, triggers, status quo, JTBD, exact language, objections, proof, and messaging…

growthack88/growth-marketing-os

Produces or refines ordered User Stories from an Epic, Product Brief, PRD, or bounded request.

ai-driven-dev/framework

Translate ideas, feature requests, or vague concepts into specific, actionable dev briefs.

rampstackco/claude-skills

Plan completion of an audited unfinished mobile app with prioritized tasks, verification, acceptance criteria, and an approval gate.

suntay44/web-to-mobile-magic-plugin

Specification generator - 7 phase document chain producing product brief, PRD, architecture, epics, and issues.

catlog22/Claude-Code-Workflow

Read-only Chorus task reviewer. An agent skill from Chorus-AIDLC/Chorus.

Chorus-AIDLC/Chorus

Verify that an Audiobook Organizer issue is done by checking acceptance criteria, code changes, tests, docs, changelog, and ABS matrix obligations.

jeeftor/audiobook-organizer

Summarize a customer interview transcript into a structured template with JTBD, satisfaction signals, and action items.

phuryn/pm-skills

Create comprehensive test scenarios from user stories with test objectives, starting conditions, user roles, step-by-step actions, and expected outcomes.

phuryn/pm-skills

Create user stories following the 3 C's (Card, Conversation, Confirmation) and INVEST criteria with descriptions, design links, and acceptance criteria.

phuryn/pm-skills

Design a detailed value proposition using a 6-part JTBD template — Who, Why, What before, How, What after, Alternatives.

phuryn/pm-skills

Structured review of a diff against a ticket's acceptance criteria.

pony-maggie/code_minions

Review an implemented RFC in a fresh context against its acceptance criteria, RULES.md and the test plan, and save the review to reviews/.

nurettincoban/ai-prd-workflow

Workflow to generate a comprehensive Product Requirements Document (PRD) detailing user stories, acceptance criteria, technical considerations, and metrics.

GulajavaMinistudio/Mayukai-Theme

Turn a vague feature or product idea into an agreed, persisted specification through relentless structured questioning.

codewithmukesh/dotnet-claude-kit

CROSS-PHASE mid-stream scope correction. An agent skill from aj-geddes/claude-code-bmad-skills.

aj-geddes/claude-code-bmad-skills

Emits a dev-tool-agnostic handoff manifest from ready-for-dev stories so an external dev plugin or runner can pick up and execute the work.

aj-geddes/claude-code-bmad-skills

Turn fuzzy intent into shared understanding and acceptance criteria — specification as a conversation, run one question at a time, before any story is split or planned.

citypaul/.dotfiles

Decide whether planned vertical implementation work should ship as independent pull requests or as a stack of small ordered pull requests, then plan, build, review, update, and merge the stack safely.

citypaul/.dotfiles

Turn broad requirements, large stories, epics, features, initiatives, or backlog items into small end-to-end child stories without turning them into technical component tasks.

citypaul/.dotfiles

Run Unity runtime development loops with gameplay-focused implementation and validation.

akiojin/unity-cli

Create user stories with duplicate checking across any project tracker (Linear, GitHub Issues, Jira)

huytieu/COG-second-brain

A skill your agent uses to run an independent, clean-context code review of an implemented feature against its spec and acceptance criteria before shipping.

genkovich/sdd

A skill your agent uses when 需要在中国、海外或跨市场场景中开展客户研究、用户研究、VOC、ICP、JTBD、Persona、竞品口碑、购买或流失原因分析，或从访谈、问卷、工单、社区与评论中为需求分析和 PRD 建立客户证据。

lintendo/Axhub-Skills

Review a diff against its acceptance criteria in four segments (convention adherence, bug scan, historical-context regressions, test-coverage gaps) as a NON-implementing agent.

Prismer-AI/PrismerCloud

Turn one atomic feature/gap request into a dispatchable task in a single pass — create the task, write SPEC.md (auto-folded into linkedAssetIds server-side), add acceptance criteria, record…

Prismer-AI/PrismerCloud

Improve user onboarding flows to increase activation and retention.

OpenClaudia/openclaudia-skills

Run the SPARC Specification phase — gather requirements, define acceptance criteria, identify constraints, and store the spec in memory

ruvnet/ruflo

Chorus Development workflow — claim tasks, report work, self-check acceptance criteria, and submit for verification.

Chorus-AIDLC/Chorus

Evaluate-Loop Step 1: PLAN. An agent skill from Ibrahim-3d/orchestrator-supaconductor.

Ibrahim-3d/orchestrator-supaconductor