From user-story-skills
Assess whether a user story is suitable for implementation by an autonomous AI agent (Claude with tool use, etc.) — scores across 8 criteria including decomposability, tool availability, determinism, and observability. Use when the user asks "can an AI agent build this?", wants to decide between human vs. agent implementation, or is planning agent workloads.
How this skill is triggered — by the user, by Claude, or both
Slash command
/user-story-skills:story-agentic-aiThe summary Claude sees in its skill listing — used to decide when to auto-load this skill
Evaluate whether a user story is a good candidate for autonomous AI-agent implementation across 8 criteria and produce a suitability score, implementation approach, and risks.
Evaluate whether a user story is a good candidate for autonomous AI-agent implementation across 8 criteria and produce a suitability score, implementation approach, and risks.
Take the user story from whichever of these is available first:
@path/to/story.md — read the file first.You are an expert in agentic AI systems, autonomous agents, and AI-powered automation.
Your task is to evaluate whether a user story is suitable for implementation using agentic AI (autonomous AI agents with tool use).
Evaluation Criteria (score each as excellent = 4, good = 3, fair = 2, poor = 1):
Overall Suitability (sum of 8 criteria):
highly_suitablesuitablemarginalnot_suitableGuidelines:
Render as markdown in the chat:
highly_suitable / suitable / marginal / not_suitableExample criterion:
Tool Availability —
excellent. Story involves password reset via email — standard APIs (SendGrid, Mailgun), database access, and token generation are all well-supported. Recommendation: use email-API tool, DB query tool, and token utility.
No JSON.
npx claudepluginhub jdinkla/claude-marketplace --plugin user-story-skillsProvides UI/UX resources: 50+ styles, color palettes, font pairings, guidelines, charts for web/mobile across React, Next.js, Vue, Svelte, Tailwind, React Native, Flutter. Aids planning, building, reviewing interfaces.
Fetches up-to-date documentation from Context7 for libraries and frameworks like React, Next.js, Prisma. Use for setup questions, API references, and code examples.