From aidd-orchestrator
Routes and executes async-dev pipeline sub-flows (setup, run, review) based on arguments, labels, comments, repo state, or natural language intent.
How this skill is triggered — by the user, by Claude, or both
Slash command
/aidd-orchestrator:00-async-devThe summary Claude sees in its skill listing — used to decide when to auto-load this skill
Single skill that drives the async development pipeline end to end. Three sub-flows live inside, accessed through one router:
README.mdactions/review/01-collect-comments.mdactions/review/02-detect-stop.mdactions/review/03-fix-iteration.mdactions/review/04-finalize.mdactions/run/01-poll-ready.mdactions/run/02-resolve-deps.mdactions/run/03-acquire-lock.mdactions/run/04-check-sdlc.mdactions/run/05-delegate-sdlc.mdactions/run/06-write-audit.mdactions/setup/01-detect-context.mdactions/setup/02-ask-config.mdactions/setup/03-generate-workflow.mdactions/setup/04-generate-local-script.mdactions/setup/05-write-config.mdactions/setup/06-bootstrap-labels.mdactions/setup/07-install-user-scope-plugins.mdactions/setup/08-configure-remote-secrets.mdactions/setup/09-bootstrap-scheduling.mdSingle skill that drives the async development pipeline end to end. Three sub-flows live inside, accessed through one router:
| Sub-flow | When |
|---|---|
| Setup | Repo not yet configured for async dev; user wants to install. |
| Run | An issue is labeled to-implement (or commented @claude /implement); no open PR closes it. |
| Review | A PR is labeled to-review (or commented @claude /review); change requests pending. |
You are the router until you commit to a sub-flow. Once committed, run that sub-flow's actions in order; do not jump back to routing mid-flow.
Walk in order. First match wins.
$ARGUMENTS keyword override. If $ARGUMENTS contains exactly setup, run, or review (case-insensitive, standalone token), route there immediately. This is the explicit override the CI workflow uses.GITHUB_EVENT_NAME set):
to-implement → run.to-review → review.@claude /implement (or /aidd-dev:02-implement) → run.@claude /review → review..github/workflows/aidd-async.yml AND missing .claude/aidd-orchestrator.json → setup.review.run.install / configure / set up / bootstrap / rotate config → setup.implement / run / process / handle queue / claude on issue → run.address review / iterate on PR / fix comments / handle review → review.Tie-break: most-specific signal wins (PR number > label > free-text keyword > config absence).
If none of the above resolves, surface the three sub-flows with one-line triggers and ask the human which to run. Never proceed blindly.
If repo state contradicts intent (e.g. user says "run" but .claude/aidd-orchestrator.json is absent), surface the conflict before delegating; never silently switch.
See @references/routing.md for the full decision tree, signal precedence, and edge cases.
Sets up async-dev in a repo. Detects context, asks for runtime parameters, generates artefacts, bootstraps labels, installs user-scope plugins (local mode), configures secrets (remote mode), schedules the poll routine (local mode), commits and pushes the generated files, and offers a smoke test on the chosen issue.
| # | Action | Role |
|---|---|---|
| 01 | detect-context | Identify repo, default branch, existing config, CI permissions |
| 02 | ask-config | Collect runtime parameters (mode, auth, labels, schedule, agents) |
| 03 | generate-workflow | Emit .github/workflows/aidd-async.yml from @assets/setup/workflow-template.yml |
| 04 | generate-local-script | Emit poll/daemon scripts (local mode only) from @assets/setup/local-*-template.sh |
| 05 | write-config | Persist .claude/aidd-orchestrator.json from @assets/setup/config-template.json |
| 06 | bootstrap-labels | Create to-implement / to-review / claude/* labels via gh |
| 07 | install-user-scope-plugins | Install aidd-orchestrator + aidd-dev at user scope (local mode) |
| 08 | configure-remote-secrets | Sync CLAUDE_CODE_OAUTH_TOKEN, AIDD_BOT_TOKEN, etc. (remote mode) |
| 09 | bootstrap-scheduling | Schedule the poll routine (local) or rely on workflow webhook (remote) |
| 10 | commit-and-push | Stage generated files, conventional-commit, push |
| 11 | smoke-test | Label a throwaway issue with to-implement; verify the pipeline reacts |
Files: @actions/setup/01-detect-context.md ... @actions/setup/11-smoke-test.md.
Default flow: 01 → 02 → 03 → 04 → 05 → 06 → 07 → 08 → 09 → 10 → 11. Actions self-skip when their preconditions are not met (e.g. 07 skips in remote mode, 08 skips in local mode).
Executes one orchestration cycle on a fresh issue. Reads ready issues, resolves blockers, acquires the lock label, hands the implementation to the active SDLC orchestration capability, observes the resulting git and VCS state, and emits a run-result.json summary the workflow's post-job consumes.
| # | Action | Role |
|---|---|---|
| 01 | poll-ready | Find the next issue with to-implement, no claude/working, no open closing PR |
| 02 | resolve-deps | Check linked issues / dependencies; abort if blocked |
| 03 | acquire-lock | Apply claude/working label; refuse if already held |
| 04 | check-sdlc | Verify an SDLC orchestrator is loaded (aidd-dev:00-sdlc or equivalent) |
| 05 | delegate-sdlc | Hand the issue to the SDLC capability; observe outcome |
| 06 | write-audit | Emit run-result.json for the workflow's post-job |
Files: @actions/run/01-poll-ready.md ... @actions/run/06-write-audit.md.
Default flow: 01 → 02 → 03 → 04 → 05 → 06. One cycle per ready issue.
Closes the loop after a PR is opened by the run flow. Detects when to keep auto-fixing and when to hand off to a human. Idempotent on re-runs.
| # | Action | Role |
|---|---|---|
| 01 | collect-comments | Read all PR + linked-issue comments newer than the last bot activity |
| 02 | detect-stop | Decide stop vs continue using @references/review/stop-conditions.md |
| 03 | fix-iteration | Delegate fixes to the SDLC capability; reply to each addressed comment |
| 04 | finalize | Resolve threads, post the structured summary, set claude/awaiting-review or blocked |
Files: @actions/review/01-collect-comments.md ... @actions/review/04-finalize.md.
Default flow: 01 → 02 → (03 → 01 loop if continue) → 04. Stop conditions in @references/review/stop-conditions.md.
@references/routing.md - full decision tree, signal precedence, conflict resolution.@references/setup/auth-modes.md - local vs remote auth contracts.@references/setup/claude-action-auth.md - claude-code-action token setup.@references/setup/local-mode-scheduling.md - poll routine options.@references/review/stop-conditions.md - when the review loop hands off to a human.Setup-only templates copied into the target repo by the setup sub-flow:
@assets/setup/workflow-template.yml - .github/workflows/aidd-async.yml skeleton.@assets/setup/local-poll-template.sh - local-mode poll script.@assets/setup/local-daemon-template.sh - local-mode daemon script.@assets/setup/config-template.json - .claude/aidd-orchestrator.json skeleton.Each sub-flow's final action carries a ## Test block that exercises the full sub-flow with mocked dependencies.
npx claudepluginhub ai-driven-dev/framework --plugin aidd-orchestratorSets up GitHub Actions workflows with Claude Code for automated PR reviews, @claude mention responses, and issue triage, including templates, secrets, and permissions.
Automates GitHub workflows with AI for PR reviews, issue triage, GitHub Actions setup, CI/CD integration, and Git operations like rebases.