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AI DevKit · Orchestrator for structured SDLC phase skills. Use when the user wants to run the full lifecycle or choose the next phase across requirements, design, planning, implementation, testing, and review.

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ai-devkit
1.6k24 skills
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$ npx -y skills add codeaholicguy/ai-devkit --skill dev-lifecycle --agent claude-code

How it fires

How this skill gets triggered: by you, by Claude, or both.

  • Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.Auto-invocation is when the right skill fires by itself at the right moment, driven by a FLOW.md router and a hook, instead of you invoking it by name. It is the difference between a skill being installed and a skill actually getting used.Read the full definition →
  • You can call itInvoke it directly when you want it.
  • Slash command/dev-lifecycle

Context preview

The summary Claude sees to decide when to auto-load this skill.

AI DevKit · Orchestrator for structured SDLC phase skills. Use when the user wants to run the full lifecycle or choose the next phase across requirements, design, planning, implementation, testing, and review.

SKILL.md

dev-lifecycle.SKILL.md
name: dev-lifecycle
description: AI DevKit · Orchestrator for structured SDLC phase skills. Use when the user wants to run the full lifecycle or choose the next phase across requirements, design, planning, implementation, testing, and review.

Dev Lifecycle

Coordinate the phase-specific AI DevKit skills instead of running phase details directly.

Required phase skills:

  • `dev-worktree` for feature workspace setup and resume.
  • `dev-requirements` for phases 1-2: new requirement and requirements review.
  • `dev-design` for phase 3: design review.
  • `dev-planning` for phases 4 and 6: initial task planning and updates after implementation tasks.
  • `dev-implementation` for phases 5 and 7: execute plan and check implementation.
  • `dev-testing` for phase 8: write tests and verify coverage.
  • `dev-review` for phase 9: final code review.

Supporting skills:

  • `memory` for reusable project knowledge during clarification.
  • `tdd` for implementation tasks.
  • `verify` before completing implementation, implementation checks, testing claims, and review readiness.
  • `task` for optional progress tracing when the task command is usable.

Startup Validation

At the beginning of every `dev-lifecycle` run:

1. Run `npx ai-devkit@latest skill list` to inspect currently installed project skills. 2. Confirm the listed skills include all required phase skills and supporting skills. 3. If any required skill is missing, run `npx ai-devkit@latest skill add --built-in` to install all AI DevKit built-in skills. Then rerun `npx ai-devkit@latest skill list`. 4. If installation fails or a required skill is still missing, stop and report the missing skill names and command output summary. Do not run a phase without its skill. 5. Run `npx ai-devkit@latest lint` to verify the configured AI docs structure. 6. If working on a specific feature, run `npx ai-devkit@latest lint --feature <name>`. 7. If lint fails because project docs are not initialized, run `npx ai-devkit@latest init -a -e claude --built-in --yes`, then rerun lint. 8. Probe optional task tracing availability:

  • With a feature: `npx ai-devkit@latest task list --name <feature-name> --json`
  • Without a feature: `npx ai-devkit@latest task list --json`
  • Treat task tracing as available only if the read probe exits 0. If it fails, record task tracing as unavailable with the failed command and reason, then continue without task logging.
  • Never block lifecycle work only because the task command is missing or unusable.

9. When working on a specific feature and task tracing is available:

  • Load and follow `task` before executing a phase.
  • Initialize or show the task named after the feature, mark active work, and emit phase/progress/next/blocker/evidence events per `task`.
  • Sequence task mutations; do not batch or parallelize mutations for the same feature.

Plan Before Execution

Before executing any phase:

1. Identify the target feature, current docs state, branch/worktree context, and likely next phase. 2. Propose a concise plan that names the phase skill to use, the docs/files to read, commands to run, expected edits, task tracing status and planned task events if tracing is available, and verification evidence. 3. Wait for user approval before executing the plan unless the user already gave explicit approval for that exact phase execution. 4. After approval, load and follow only the selected phase skill plus any explicitly required supporting skills. If tracing is available, the `task` skill is explicitly required.

Phase Routing

| Phase | Route to | When | |---|---|---| | Setup. Workspace | `dev-worktree` | Starting or resuming feature work | | 1. New Requirement | `dev-requirements` | User wants to add a feature or start `/new-requirement` | | 2. Review Requirements | `dev-requirements` | Requirements doc needs validation | | 3. Review Design | `dev-design` | Design doc needs validation against requirements | | 4. Create Initial Plan | `dev-planning` | Requirements, design, and testing docs are ready for task breakdown | | 5. Execute Plan | `dev-implementation` | Ready to implement tasks from planning doc | | 6. Update Planning | `dev-planning` | Auto-trigger after completing any implementation task | | 7. Check Implementation | `dev-implementation` | Verify code matches design and docs | | 8. Write Tests | `dev-testing` | Add or verify test coverage | | 9. Code Review | `dev-review` | Final pre-push review |

Sequential flow: setup -> 1 -> 2 -> 3 -> 4 -> 5 -> 6 after each completed task -> 7 -> 8 -> 9.

Resuming Work

If the user wants to continue work on an existing feature:

1. Use `dev-worktree` to identify and confirm the target branch/worktree. 2. Run `npx ai-devkit@latest lint --feature <feature-name>` in the active context. 3. Run the phase detector from the installed `dev-lifecycle` skill directory:

  • Resolve `<skill-dir>` as the directory containing this `SKILL.md`.
  • Run `<skill-dir>/scripts/check-status.sh <feature-name>`.
  • Use the suggested phase when proposing the execution plan.

Backward Transitions

Not every phase moves forward. When a phase reveals problems, route back:

  • Requirements review finds fundamental gaps: return to `dev-requirements` Phase 1.
  • Design review finds requirements gaps: return to `dev-requirements` Phase 2.
  • Design review finds design flaws: stay in `dev-design` and revise design.
  • Implementation check finds major deviations: return to `dev-design` if design is wrong, or `dev-implementation` if code is wrong.
  • Testing reveals design flaws: return to `dev-design`.
  • Review finds blocking issues: return to `dev-implementation` or `dev-testing`.

Rules

  • Use `npx ai-devkit@latest lint` and `npx ai-devkit@latest lint --feature <name>` to discover and validate the configured docs directory. Do not assume `docs/ai`; it is only the default.
  • Read existing configured AI docs before changes. Keep diffs minimal.
  • Keep feature names aligned with branch/worktree `
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The control plane for AI coding agents. AI DevKit gives Claude Code, Codex CLI, Gemini CLI, opencode, Pi, Cursor, GitHub Copilot, Devin, and other coding agents one local-first operating layer: one config, one console, local memory retrieval, cross-agent

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Repo: codeaholicguy/ai-devkit

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