Create structured specs with goals, constraints, and acceptance criteria.
npx skills add https://github.com/kensaurus/cursor-kenji --skill spec-writing-kensaurus
Please help me install this Agent Skill. Skill: spec-writing Source: https://github.com/kensaurus/cursor-kenji/tree/main/skills/spec-writing Command: npx skills add https://github.com/kensaurus/cursor-kenji --skill spec-writing-kensaurus
Spec writing for AI agents provides a clear, reusable structure to capture goals, context, constraints, success criteria, and implementation notes, reducing ambiguity and rework when planning features or agent interactions.
Provide a complete spec using the template in this Skill for your feature idea.
High-intent search queries and answers about installing and using this skill.
Spec writing for AI agents requires a structured template capturing goals, context, constraints, and acceptance criteria. This ensures observable behavior and clear success criteria, reducing ambiguity and rework when planning features or agent interactions.
Acceptance criteria for AI feature planning must document observable behavior, include must and should-not requirements, define edge cases, and establish clear success criteria with explicit out-of-scope items to ensure testable outputs.
A standard spec template applies to PRD-style briefs and agent session preparation by outlining goals, background, requirements, acceptance criteria, and technical notes in a reusable structure for structured planning.
Technical documentation briefs handle edge cases and out-of-scope items by applying quality guardrails that explicitly define these boundaries alongside acceptance criteria, ensuring the spec documents observable behavior and testable outputs.
Feature planning fails without clear constraints and technical notes because missing context and success criteria create ambiguity. Structured spec writing captures goals and implementation notes to prevent rework in AI agent interactions.
The best way to structure goals and context for agent session preparation is using a standard spec template that outlines goals, background, requirements, acceptance criteria, and technical notes in a precise, reusable format.
telihaGenerate specification files from requirements into specs/[feature-name]/spec.md.
jeremydhoover-blipEvaluate agent outputs against defined specifications and success criteria.
royhenengelTransform product and technical specifications into actionable Notion implementation plans and tasks.
jyasuuTurn vague feature requests into structured requirements summaries with user stories and acceptance criteria.
