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Get Started Free →AI DevKit · Requirements phase guidance for starting features and reviewing requirements. Use when the user wants to capture a new requirement, clarify product scope, initialize feature docs, review requirements, or run dev-lifecycle phases 1-2.
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-07 | ✗→✓ | ▲ Improved | 45% | 0% |
| case-08 | ✗→✓ | ▲ Improved | 6% | 0% |
| case-11 | ✗→✓ | ▲ Improved | -28% | 0% |
| case-12 | ✗→✓ | ▲ Improved | 24% | 0% |
| case-13 | ✗→✓ | ▲ Improved | -11% | 0% |
Run the requirements phases for configured AI docs features. Before making docs or code changes, propose the concrete plan for this phase and wait for user approval unless the user already approved the exact phase plan.
npx ai-devkit@latest lint before phase work.npx ai-devkit@latest lint --feature <name>.npx ai-devkit@latest init -a -e claude --built-in --yes, then rerun lint.docs/ai; it is only the default docs directory.dev-lifecycle established usable task tracing, emit requirements phase, clarification/progress, blocker/open-question, and next-step events per task.Use for Phase 1 or /new-requirement.
npx ai-devkit@latest memory search --query "<feature/topic>". If unfamiliar, check the memory skill first.dev-worktree to create or resume the active feature workspace with normalized <name>.npx ai-devkit@latest docs init-feature <name> from the active worktree/repository and fill the returned paths. Treat those returned paths as authoritative because paths.docs may customize the docs directory.- [ ] checkboxes, plus mocks/fixtures and coverage target.task.dev-planning to create the initial task plan from the requirements, design, and testing docs.Next: dev-requirements review, then dev-design.
Use for Phase 2.
npx ai-devkit@latest lint --feature <name> and review the requirements doc path it validates. If manual path resolution is unavoidable, first resolve .ai-devkit.json paths.docs, falling back to docs/ai.README.md template.task.Next: dev-design. If fundamental gaps remain unresolvable, return to New Requirement.
Other measured skills in the registry, with their headline benchmark lift.