project-specification

SkillAI & models

Transforms project briefs into testable specifications with user stories and acceptance criteria. Use after brainstorming, before planning.

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the project-specification skill

What this skill tells your AI

The instructions your AI receives, as published by athola/claude-night-market in plugins/attune/skills/project-specification/SKILL.md and read by ahel’s review.

Delegation

For detailed specification writing workflows, this skill delegates to spec-kit:spec-writing as the canonical implementation. Use this skill for quick specification needs; use spec-kit for thorough specification documents.

When To Use

  • After brainstorming phase completes
  • Have project brief but need detailed requirements
  • Need testable acceptance criteria for implementation
  • Planning validation and testing strategy
  • Translating business requirements into technical specs
  • Defining scope boundaries and out-of-scope items

When NOT To Use

  • Still exploring problem space (use Skill(attune:project-brainstorming) instead)
  • Already have detailed specification (use Skill(attune:project-planning) instead)
  • Refining existing implementation (use code review skills)
  • Making strategic decisions (use Skill(attune:war-room) for complex choices)

Integration

With spec-kit:

  • Delegates to Skill(spec-kit:spec-writing) for methodology
  • Uses spec-kit templates and validation
  • Enables clarification workflow

Without spec-kit:

  • Standalone specification framework
  • Requirement templates
  • Acceptance criteria patterns

Record the Tradeoff (decision journal)

If the specification settled a design decision with real alternatives (a chosen data model, an interface boundary, a constraint accepted), record it to docs/tradeoffs.md before continuing (draft and confirm):

  • If leyline is installed, invoke Skill(leyline:decision-journal) and append a tradeoff entry (the decision, the options weighed, and what was sacrificed; set phase to specify). Show the draft; append on confirmation.
  • Fallback (leyline absent): append to docs/tradeoffs.md using the in-file ENTRY TEMPLATE; assign the next TR-NNN id.

Post-Completion: Workflow Continuation (REQUIRED)

Automatic Trigger: After Quality Checks pass and docs/specification.md is saved, MUST auto-invoke the next phase.

When continuation is invoked:

  1. Verify docs/specification.md exists and is non-empty
  2. Display checkpoint message to user:
    Specification complete. Saved to docs/specification.md.
    Proceeding to planning phase...
    
  3. Invoke next phase:
    Skill(attune:project-planning)
    

Bypass Conditions (ONLY skip continuation if ANY true):

  • --standalone flag was provided by the user
  • docs/specification.md does not exist or is empty (phase failed)
  • User explicitly requests to stop after specification

Do NOT prompt the user for confirmation: this is a lightweight checkpoint, not an interactive gate. The user can always interrupt if needed.

Exit Criteria

  • docs/specification.md exists, is non-empty, and passes Quality Checks.
  • Every functional requirement has testable acceptance criteria.
  • Any design decision with real alternatives is recorded to docs/tradeoffs.md (or there was no meaningful design fork).
  • The next phase is auto-invoked unless a bypass condition holds.

Related Skills

  • Skill(spec-kit:spec-writing) - Spec-kit methodology (if available)
  • Skill(attune:project-brainstorming) - Previous phase
  • Skill(attune:project-planning) - AUTO-INVOKED next phase after specification
  • Skill(attune:mission-orchestrator) - Full lifecycle orchestration

Related Commands

  • /attune:specify - Invoke this skill
  • /attune:specify --clarify - Run clarification workflow
  • /attune:blueprint - Next step in workflow

Examples

See /attune:specify command documentation for complete examples.

Signals

GitHub stars
337
Forks
34
Last commit
Sep 2026
Advanced
Catalog kind
skill
Gateway key
project-specification
Source
github.com/athola/claude-night-market