moai-adk
A spec-driven development harness for Claude Code that plans, runs, and syncs work from specifications, with quality gates, model routing, and multi-LLM cost control. Its skills cover Go project practices and a local self-evolution loop.

A spec-driven development harness for Claude Code that plans, runs, and syncs work from specifications, with quality gates, model routing, and multi-LLM cost control. Its skills cover Go project practices and a local self-evolution loop.
Local Self-Evolution Loop (LSEL) APPLY engine — the playback-only consumer of approved decision.json records that drives…
Local Self-Evolution Loop (LSEL) curator — the CLUSTER + drain engine for the GOOS-local PROPOSE→APPLY seam closure…
moai-adk-go best-practices reference for the 4 harness specialists (cli-template-specialist, quality-specialist,…
moai-adk-go local dev reference — version management/release process (sec 5), shell-script hook development (sec 7), build & dev…
moai-adk-go domain-patterns reference for the 4 harness specialists (cli-template-specialist, quality-specialist,…
HARD i18n rules digest for the oss-docs harness specialists working on moai-adk-go README 4-locale set and the docs-site…
README 4-file synchronization procedure for the oss-docs harness: Korean README.ko.md as primary source, en/ja/zh derivation, the…
docs-site structure map for the oss-docs harness structure-curator: exact paths and schemas for hugo.toml, per-locale…
Mandatory verify recipe for the oss-docs harness — the runnable exit gate every specialist executes before returning:…
Unified CI watch + auto-fix loop skill. Polls gh pr checks after /moai sync PR creation, classifies required vs auxiliary…
MoAI unified orchestrator for autonomous development. Routes natural language or subcommands (plan, run, sync, project, fix,…
Backend development specialist covering API design, database integration, microservices architecture, and modern backend…
Unified artifact-meta creation specialist — builds the scaffolding/structure of agents, skills, plugins, commands, hooks, MCP…
MUST INVOKE for moai-adk-go CLI and go:embed template system work — Cobra commands in internal/cli/, template source under…
End-to-end test execution specialist for web, mobile, and desktop applications. Owns project-type detection probes, toolchain…
(dev-only) github harness specialist — GitHub issue-fix and PR-review for moai-adk-go maintainers. NOT distributed to user…
(user-owned) oss-docs harness specialist — canonical-locale content author for the moai-adk-go public documentation surfaces.…
(user-owned) oss-docs harness specialist — derived-locale translator for the moai-adk-go public documentation surfaces. Derives…
(user-owned) oss-docs harness specialist — docs-site structure and navigation curator for the moai-adk-go Hugo geekdoc site…
(dev-only) release harness specialist — MoAI-ADK production release for moai-adk-go maintainers. NOT distributed to user…
(dev-only) release-update harness specialist — Claude Code upstream change tracker for moai-adk-go maintainers. NOT distributed…
MUST INVOKE for moai-adk-go hook and CI work — shell-script hooks under .claude/hooks/moai/*.sh, settings.json hook wiring with…
Claude Design collaboration owner — design system generation/ synchronization, screen-artifact orchestration, handoff…
Unified implementation specialist (run-phase: implementation file authoring + owns progress.md §Run-phase Evidence/Audit-Ready…
lint+format+type-check+test 병렬 실행 (pre-commit 품질 게이트)
(dev-only) github maintainer harness — GitHub issue-fix and PR-review via gh CLI. NOT distributed to user projects.
Manage condition goals or create and operate an approved autonomous mission
Canonical GTD entry point for capture, clarification, organization, review, and engagement
하네스 학습 서브시스템 관리(status/apply/rollback/disable) 또는 자연어 분석으로 하네스 생성
Connects to Chrome over the DevTools Protocol to inspect the DOM, network requests and console output.
Fetches current, version specific documentation and code examples for a library, so the agent stops working from stale training…
Ships with moai-adk: Agentic development harness for Claude Code — SPEC-driven plan/run/sync, TRUST 5 quality gates, model+effort…
Drives a real browser so the agent can open pages, click, fill forms and read what actually rendered.
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