modu-ai
OrganizationAgentic development harness for Claude Code — SPEC-driven plan/run/sync, TRUST 5 quality gates, model+effort routing, and Claude×GLM multi-LLM cost control. Single Go binary, 16 languages, zero deps.
Categories
Indexed Skills (103)
hns-moaiadk-best-practices
moai-adk-go best-practices reference for the 4 harness specialists (cli-template-specialist, quality-specialist, workflow-specialist, hook-ci-specialist). Covers TRUST 5 gates, Go test isolation (t.TempDir, no OTEL env in parallel tests), hardcoding-prevention rules (env constants in envkeys.go, thresholds in defaults.go), the AskUserQuestion orchestrator-only boundary, the deferred-tool preload rule, the archived-agent rejection contract, and verification-claim integrity. Loaded by the specialists when authoring or reviewing moai-adk-go code.
hns-moaiadk-patterns
moai-adk-go domain-patterns reference for the 4 harness specialists (cli-template-specialist, quality-specialist, workflow-specialist, hook-ci-specialist). Covers the CLI/template/config/hook/spec subsystem architecture, key source paths, the Pipeline specialist delegation map, the Template-First build cycle, the namespace separation contract, and common add-a-template / add-a-hook / add-an-agent / add-a-SPEC workflows. Loaded by the specialists when working on moai-adk-go's own Go codebase and templates.
hns-oss-docs-i18n-rules
HARD i18n rules digest for the oss-docs harness specialists working on moai-adk-go README 4-locale set and the docs-site (adk.mo.ai.kr). Covers the canonical-locale chains, the 4-locale same-PR obligation, Mermaid TD-only, the no-emoji + icon-shortcode rule, emphasis-marker spacing, the URL blacklist, version SSOT, vercel.json redirect pattern, and the immutable Vercel binding. Loaded FIRST by every oss-docs specialist before any edit.
hns-oss-docs-readme-sync
README 4-file synchronization procedure for the oss-docs harness: Korean README.ko.md as primary source, en/ja/zh derivation, the shared language-switcher header contract, section-order parity checklist, and the manual verification recipe (no linter exists for READMEs). Loaded by the content-author and locale-translator specialists for any README work.
hns-oss-docs-structure-map
docs-site structure map for the oss-docs harness structure-curator: exact paths and schemas for hugo.toml, per-locale content/<locale>/_meta.yaml, data/menu/main.yaml (4-locale name maps + icon values), the icon-to-SVG-case coupling in layouts/partials/menu.html, shortcodes, the FROZEN moai-brand.css, vercel.json redirect examples, and the known design-vs-guides divergence. Loaded by the structure-curator before any navigation or config edit.
hns-oss-docs-verify
Mandatory verify recipe for the oss-docs harness — the runnable exit gate every specialist executes before returning: warning-free hugo build, sitemap existence, URL-blacklist grep, Mermaid LR/RL direction grep, 4-locale file-existence and section-count parity, README 4-file heading parity, and body-emoji scan. All checks are inlined here because docs-i18n-check.sh and gen_menu.py do not exist.
moai-framework-electron
Electron 33+ desktop app development specialist covering Main/Renderer process architecture, IPC communication, auto-update, and packaging with Electron Forge. Use when building cross-platform desktop applications.
moai-platform-auth
Authentication and authorization specialist covering Auth0, Clerk, and Firebase Auth. Use when implementing authentication, MFA, SSO, passkeys, WebAuthn, social login, or security features.
moai-platform-chrome-extension
Chrome Extension Manifest V3 development specialist covering service workers, content scripts, message passing, chrome.* APIs, side panel, declarativeNetRequest, and Chrome Web Store publishing. Use when building browser extensions.
moai-platform-deployment
Deployment and hosting platform specialist covering Vercel, Railway, and Convex. Use when deploying applications, configuring edge functions, setting up continuous deployment, or managing serverless infrastructure.
moai-design-craft
Intent-First design craft specialist covering design direction, domain vocabulary, design memory, and post-build critique. Use when establishing design intent or auditing code against design principles.
moai-design-tools
Design tool integration specialist covering Figma MCP, Pencil renderer, and Pencil-to-code export. Use when fetching design context from Figma, rendering Pencil designs, or exporting to React/Tailwind code.
moai-docs-generation
Documentation generation patterns for technical specs, API docs, user guides, and knowledge bases using real tools like Sphinx, MkDocs, TypeDoc, and Nextra. Use when creating docs from code, building doc sites, or automating documentation workflows.
moai-domain-uiux
UI/UX design systems specialist covering accessibility, icons, theming, design tokens, and user experience patterns. Use when working on design systems, WCAG compliance, ARIA patterns, or dark mode theming.
moai-foundation-context
Manages context window optimization, session state persistence, and token budget allocation for multi-agent workflows. Use for token budget management, context limits, or session handoff across agents.
moai-foundation-philosopher
Strategic thinking framework integrating First Principles Analysis, Stanford Design Thinking, and MIT Systems Engineering for deeper problem-solving. Use for architecture decisions or root cause analysis.
moai-platform-database-cloud
Cloud database platform specialist covering Neon (serverless PostgreSQL), Supabase (PostgreSQL 16 with real-time), and Firebase Firestore (NoSQL with offline sync). Use when choosing or setting up cloud databases.
moai-tool-svg
SVG creation, optimization, and transformation specialist. Use when creating vector graphics, optimizing SVG files with SVGO, implementing icon systems, building data visualizations, or adding SVG animations.
moai-domain-svg-infographic
Author editable SVG technical infographics — architecture, flow, comparison, hierarchy — by computing the layout numerically before writing markup, then rendering a 2x PNG via headless Chromium. Carries a CJK-first font stack, a deterministic source lint, and mermaid-vs-SVG selection rules.
moai-workflow-docs-claim-check
Read-only check of whether the claims a public-facing document makes (README, release notes, install and usage guides) are supported by user-supplied evidence. Runs Preflight, Claim Triage, and Validation, splits composite claims into atomic ones, and labels each. Runs no commands and writes no fixes.
moai-ref-ui-polish
UI polish and interface-completion reference: the small visual details — concentric border radius, optical alignment, shadow-vs-border, motion easing, typography smoothing, tabular numbers, icon stroke weight, hit areas — that separate polished interfaces from generic ones. Agent-extending skill that amplifies frontend/UI domain work with production-grade "interface taste" rules. NOT for: backend logic, database design, DevOps, security audits, non-UI work.
moai-ref-seo
Search-visibility and crawlability reference for web output: canonical URL discipline, per-page title and meta description uniqueness, robots.txt and sitemap.xml as host-derived artifacts, JSON-LD structured data with entity consistency, and the document-semantics rules that decide whether a machine can read a page at all. Agent-extending skill that amplifies web-output implementation and pre-ship review with production-grade indexing and structured-data patterns. NOT for: keyboard operability, visible focus indicators, and form-control labeling (accessibility owns those; delegated to the accessibility surface); generative-engine optimization, deliberately excluded as insufficiently settled; visual polish and interface detail (see moai-ref-ui-polish); API contract design (see moai-ref-api-patterns); security headers and hardening (see moai-ref-owasp-checklist and moai-ref-secops).
hns-lsel-applier
Local Self-Evolution Loop (LSEL) APPLY engine — the playback-only consumer of approved decision.json records that drives `.moai/hooks/lsel-apply.sh` for the GOOS-local PROPOSE→APPLY seam closure (SPEC-LSEL-LOCAL-EVOLUTION-001 M3). Reads an approved decision.json, validates the target against the frozen allowlist (.claude/lsel/frozen-allowlist.json), mechanically refuses execution-meta targets lacking a synchronous-approval marker, applies the referenced diff.patch, appends an apply-ledger.jsonl row, and commits one lsel-<proposal-id>-tagged Conventional Commit on the feature branch. M3 scope: APPLY bypass closure only (the frozen Go applier stays frozen — its write-flag at internal/harness/applier.go:22 stays false; REQ-LSEL-003).
hns-lsel-curator
Local Self-Evolution Loop (LSEL) curator — the CLUSTER + drain engine for the GOOS-local PROPOSE→APPLY seam closure (SPEC-LSEL-LOCAL-EVOLUTION-001). Companion-offset drain of .moai/lessons-inbox.jsonl with a drain-side severity filter that drops the ~65% Bash-timeout/sandbox noise, event_key clustering with a frequency gate, and a Generative-Agents-style 1-10 importance score. Candidates stage at .moai/state/lsel/clusters.json. M1 = drain only (NO PROPOSE, NO APPLY, NO memory/ writes).
moai-ref-cross-model-audit
Cross-model audit convergence reference for the plan-auditor and sync-auditor agents. Documents how to invoke the `audit_multi` MCP tool to fan a code review out across the codex and GLM (z.ai) backends in parallel, converge their verdicts with the in-session Claude verdict, and fold the resulting per-backend verdicts + disagreement flag into the audit output. The single skill both audit entry points load — no duplication.
hns-workflow-ci-loop
Unified CI watch + auto-fix loop skill. Polls gh pr checks after /moai sync PR creation, classifies required vs auxiliary failures, attempts safe automated patches (max 3 iterations), and escalates semantic failures to the user. Use for CI loop workflow — NOT for general loop iteration patterns (see moai-workflow-loop).
moai-domain-design-dna
Reverse-engineer a reference design — a screenshot, an image set, or a live URL — into a portable Design DNA JSON across three dimensions (measurable tokens, qualitative style, special-rendering effects), then generate a new self-contained artifact from that JSON. Carries the extraction rules (dominance-based colour roles, relative radius measurement, multi-reference conflict resolution), a performance-tier technology map for Canvas / WebGL / shader / scroll effects, and a delivery gate covering contrast, reduced motion, and animation-loop hygiene.
moai-kanban-foreman
One unattended kanban foreman iteration: watch the backlog queue, dispatch the next operator-picked card to an isolated worker, collect completion evidence on read (not on claims), and report. This is the body the project's loop.md driver invokes each iteration of a bare /loop; it can also be invoked directly to test one cycle by hand.
moai-harness-learner
Harness learning subsystem coordinator. Produces Tier 4 auto-update proposal payloads consumed by the orchestrator (which surfaces them via AskUserQuestion) and orchestrates Apply/Rollback flows. Triggers when harness learning proposals are pending or learning lifecycle management is needed.
moai-meta-harness
DEPRECATED — legacy 7-Phase meta-harness. Redirects to the v4 harness Builder (/moai:harness <natural-language request>) which replaces the static 7-Phase workflow with an orchestrator-direct 4-phase Builder (ANALYZE / PLAN / GENERATE / ACTIVATE) + a manifest-driven dynamic-workflow Runner. Retained as the redirect source for backward-compat invocation paths; the 7-Phase body below is preserved as historical reference, NOT for new harness creation.
moai-domain-html-report
Markdown-to-single-file-HTML report renderer. Six modes (status, incident, plan, explainer, financial, pr) selected by report type, crossed with three audience tiers (expert, basic, learn) derived from the active output style. The basic and learn tiers enrich the HTML with mermaid flowcharts, worked examples, and plain-language primers; the expert tier stays dense. Zero external JS/CSS framework dependencies — inline SVG charts, a font-CDN exception for Korean readability, and a tier-gated mermaid-CDN exception. Self-contained output for email attachment, print, and offline viewing.
moai-foundation-thinking
Unified thinking toolkit: Creative frameworks (Critical Evaluation, Diverge-Converge, Deep Questioning), First Principles reasoning (absorbed from moai-foundation-philosopher), and Adaptive Thinking via the `ultrathink` keyword. Use for ideation, strategic analysis, architecture decisions, and deep reasoning on complex problems.
moai-workflow-ci-loop
Unified CI watch + auto-fix loop skill. Polls gh pr checks after /moai sync PR creation, classifies required vs auxiliary failures, attempts safe automated patches (max 3 iterations), and escalates semantic failures to the user. Use for CI loop workflow — NOT for general loop iteration patterns (see moai-workflow-loop).
moai-workflow-ddd
Domain-Driven Development workflow specialist using ANALYZE-PRESERVE-IMPROVE cycle for behavior-preserving code transformation. Use when refactoring legacy code or reducing technical debt safely.
moai-workflow-spec
SPEC workflow orchestration with EARS format requirements, acceptance criteria, and Plan-Run-Sync integration for MoAI-ADK development. Use when creating SPEC documents or defining acceptance criteria.
moai-workflow-worktree
Git worktree management for parallel SPEC development with isolated workspaces, automatic branch registration, and seamless MoAI-ADK integration. Use when setting up parallel development environments.
moai-foundation-cc
Canonical Claude Code authoring kit covering Skills, sub-agents, plugins, slash commands, hooks, memory, settings, sandboxing, headless mode, and advanced agent patterns. Use when creating Claude Code extensions or configuring Claude Code features.
moai-workflow-loop
Ralph Engine - Automated feedback loop with LSP diagnostics and AST-grep integration for continuous code quality improvement. Use when implementing error-driven development, automated fixing, or continuous quality validation workflows.
moai-workflow-tdd
Test-Driven Development workflow specialist using RED-GREEN-REFACTOR cycle for test-first software development. Use when developing new features from scratch or when behavior specification drives implementation.
moai-domain-backend
Backend development specialist covering API design, database integration, microservices architecture, and modern backend patterns. Use when designing APIs, implementing server logic, authentication, or authorization.
moai-domain-database
Database specialist covering PostgreSQL, MongoDB, Redis, Oracle, and cloud database platforms (Neon, Supabase, Firestore). Use for schema design, query optimization, indexing strategies, data modeling, or cloud database selection. Cloud vendor guide absorbed from moai-platform-database-cloud.
moai-domain-frontend
Frontend development specialist covering React 19, Next.js 16, Vue 3.5, and modern UI/UX patterns with component architecture. Use when building web UIs, implementing components, optimizing frontend performance, or integrating state management.
moai-foundation-quality
TRUST 5 quality principles and how MoAI enforces them through agents, the 3-level harness, /moai gate, and sync-auditor scoring. Use for code review, quality gate checks, coverage targets, or TRUST 5 compliance.
moai-ref-api-patterns
REST/GraphQL API design patterns, error handling conventions, and input validation reference for backend development. Agent-extending skill that amplifies backend domain work (spawned via Agent(general-purpose) with backend instructions) with production-grade API patterns. Use when designing APIs, implementing endpoints, or reviewing backend code. NOT for: frontend development, DevOps, database schema design, security audits.
moai-ref-git-workflow
Git workflow patterns, branch strategies, conventional commits, and PR templates reference for git operations. Agent-extending skill that amplifies manager-git expertise with production-grade git workflow patterns. NOT for: code implementation, testing, architecture design, documentation content.
moai-ref-llm-security
AI/LLM defensive security reference: prompt-injection defense, OWASP LLM Top 10 defensive mapping, MCP and agentic tool-call hardening, training-data poisoning detection, model-output validation and guardrails, MITRE ATLAS defensive correlation, and NIST AI RMF governance. Agent-extending skill that amplifies backend, security, and AI-application engineering with production-grade defensive patterns for LLM-backed systems. NOT for: offensive techniques (jailbreak authoring, attack-payload crafting, red-team exploitation), model training or fine-tuning methodology, prompt optimization for capability, web-app OWASP Top 10 (see moai-ref-owasp-checklist), or general API design (see moai-ref-api-patterns).
moai-ref-owasp-checklist
OWASP Top 10 security checklist, authentication patterns, input validation, and HTTP security headers reference. Agent-extending skill that amplifies backend-implementation and security-audit workflows with production-grade security patterns. NOT for: frontend UI, DevOps deployment, performance optimization, testing strategy.
moai-ref-react-patterns
React/Next.js component design patterns, state management strategies, and project structure reference for frontend development. Agent-extending skill that amplifies frontend domain work (spawned via Agent(general-purpose) with frontend instructions) with production-grade React patterns. NOT for: backend API design, database modeling, DevOps, mobile apps.
moai-ref-secops
DevSecOps, container, and API operational defensive security reference: CI/CD pipeline hardening, secret scanning, IaC misconfiguration detection, SAST/DAST integration, container image scanning, Kubernetes RBAC hardening, container-escape defense, runtime threat detection, OWASP API Top 10 operational defense, WAF rule tuning, and GraphQL/REST depth and rate limiting. Agent-extending skill that amplifies backend, security, and platform-engineering work with production-grade defensive patterns for pipelines, containers, and running APIs. NOT for: offensive techniques (exploit execution, container-escape attack steps, privilege-escalation procedures, attack tooling), dev-time web-app OWASP Top 10 (see moai-ref-owasp-checklist), LLM/AI security (see moai-ref-llm-security), supply-chain provenance and signing (see moai-ref-supply-chain), or general API design (see moai-ref-api-patterns).
moai-ref-supply-chain
Software supply-chain defensive security reference: SBOM generation and verification (SPDX / CycloneDX), dependency-confusion defense, malicious-package triage playbook, SLSA provenance levels, Sigstore / cosign signing and verification, package-registry hardening, typosquatting defense, and transitive-dependency auditing. Agent-extending skill that amplifies backend, security, and release-engineering work with production-grade defensive patterns for the software supply chain. NOT for: offensive techniques (dependency-confusion attack execution, malicious package authoring, registry exploitation), LLM/AI-specific security (see moai-ref-llm-security), web-app OWASP Top 10 (see moai-ref-owasp-checklist), or general API design (see moai-ref-api-patterns).
moai-ref-testing-pyramid
Test pyramid strategy, coverage targets, test patterns, and quality metrics reference. Agent-extending skill that amplifies manager-develop test-creation and quality-validation work with production-grade testing patterns. NOT for: production code implementation, architecture design, DevOps, security audits.
moai-workflow-testing
Use when writing tests, measuring coverage, or running characterization, performance, or PR-review QA. Comprehensive specialist combining DDD testing, characterization tests, performance profiling, and TRUST 5 quality-assurance validation.
moai-domain-humanize
AI text humanization and 윤문 (post-editing) specialist that detects and removes AI tells while preserving meaning, facts, and figures. Covers Korean, English, Japanese, and Chinese with a shared severity model (S1/S2/S3), quality grades (A/B/C/D), and 30%/50% over-editing guardrails. Use to make AI-generated text read as human-authored without changing what it says (de-ai, naturalness pass).
moai-foundation-core
Provides MoAI-ADK foundational principles including TRUST 5 quality framework, SPEC-First DDD methodology, delegation patterns, progressive disclosure, agent catalog reference, and token budget management (absorbed from moai-foundation-context). Use when referencing TRUST 5 gates, SPEC workflow, or context window optimization.
moai-workflow-project
Integrated project management system covering documentation, language initialization, template optimization, docs generation, and JIT document loading. Absorbed from moai-workflow-templates, moai-docs-generation, and moai-workflow-jit-docs.
moai
MoAI unified orchestrator for autonomous development. Routes natural language or subcommands (plan, run, sync, project, fix, loop, mx, feedback, review, clean, codemaps, gate, e2e, harness, goal, todo) to specialized agents.
hns-moaiadk-dev-reference
moai-adk-go local dev reference — version management/release process (sec 5), shell-script hook development (sec 7), build & dev commands (sec 10). Load only when performing these specific tasks.
harness-builder
Companion skill for /harness:builder — generates marketplace plugin (moai-coworker/moai/moai-designer/moai-pm/moai-seller + future expert plugins) core skills from a 3-Layer research pipeline (qmd vault → Claude official docs → web search) with category constraints.
finance-econ-literacy
금리·환율·물가 같은 경제지표를 '내 돈' 관점에서 읽도록 도와주는 스킬입니다. '금리 오르면 어떻게 돼', '환율이 내 자산에 미치는 영향', '경제지표 읽는 법', 'GDP가 뭐야', '경기 사이클'처럼 말하면 됩니다. 금리·환율·물가(CPI)·GDP·고용·수출입 지표가 대출·예금·투자·소비에 어떻게 연결되는지 쉬운 언어로 설명합니다.
finance-financial-statements
재무제표를 만들어주는 스킬입니다. '재무상태표 작성해줘', '손익계산서 분석해줘', 'K-IFRS 기준으로 재무제표 만들어줘'처럼 말하면 됩니다. 재무상태표·손익계산서·현금흐름표 전체 세트 작성, 2026년 K-IFRS 제1118호 변경 대응, 주석 공시, 재무비율 분석을 지원합니다.
finance-household-budget
월급 관리와 가계부, 예산 배분, 소비 회고를 도와주는 스킬입니다. '통장 쪼개기 해줘', '월급 관리법', '가계부 어떻게 써', '돈이 자꾸 새', '예산 짜줘'처럼 말하면 됩니다. 통장 쪼개기, 50/30/20 예산, 가계부 분류, 소비 회고 루틴으로 매달 저축 가능액을 확보하는 돈 관리 시스템을 설계합니다.
finance-insurance-fit
나에게 꼭 필요한 보험만 남기고 과보험·중복을 정리하도록 돕는 스킬입니다. '보험 점검해줘', '실손 꼭 들어야 해', '암보험 필요할까', '보험료가 너무 많아', '보험 리모델링'처럼 말하면 됩니다. 필요한 보험 진단(실손·암·종신·연금), 과보험·중복 점검, 생애주기별 우선순위, 보험 리모델링을 한국 보험 기준으로 안내합니다.
finance-invest-primer
투자를 처음 시작하는 사람에게 기본 원칙과 자산군, 초보 포트폴리오를 안내하는 스킬입니다. '투자 어떻게 시작해', '주식 초보', 'ETF가 뭐야', '분산투자 방법', '초보 포트폴리오 짜줘'처럼 말하면 됩니다. 분산·장기·리스크 관리 원칙, 자산군(주식/ETF/채권/부동산/예적금) 비교, 초보 포트폴리오, 투자 사기 회피를 한국 투자자 관점에서 설명합니다.
finance-investor-relations
투자 유치를 위한 IR 피치덱과 3개년 재무 모델(매출 예측·손익·현금흐름·밸류에이션)을 만들어 드립니다. 다음과 같은 요청 시 사용하세요: - "IR 덱 만들어줘" - "투자자 피치 자료 써줘" - "재무 모델 만들어줘" - "매출 예측 좀 해줘" - "밸류에이션 계산해줘" - "시리즈 A 투자 유치 자료 준비해줘" - "투자자 보고서 정리해줘" 투자 단계(Pre-Seed~Series B)에 맞춘 12슬라이드 피치덱·재무 모델·예상 질문 Q&A를 만들고, PPT/엑셀 변환으로 이어집니다.
finance-personal-tax-saver
근로자 연말정산에서 환급을 더 받도록 절세 전략을 짜주는 스킬입니다. '연말정산 환급 늘리는 법', '소득공제 뭐 챙겨', '연금저축 세액공제', '13월의 월급', '맞벌이 절세'처럼 말하면 됩니다. 소득공제 vs 세액공제 구조, 항목별 공제 전략(신용카드·연금·청약·의료·기부 등), 2026 변경점, 환급 극대화를 안내합니다.
finance-tax-helper
세금 관련 질문에 답해주는 스킬입니다. '3.3% 원천징수 계산해줘', '종합소득세 신고 방법 알려줘', '부가세 신고 어떻게 해줘'처럼 말하면 됩니다. 프리랜서 3.3% 원천징수, 종합소득세, 부가가치세, 홈택스 신고 절차를 한국 세법 기준으로 안내합니다.
finance-variance-analysis
예산과 실적 차이를 분석해주는 스킬입니다. '예산 대비 실적 분석해줘', '매출 미달 원인 찾아줘', '비용 초과 분석해줘'처럼 말하면 됩니다. 매출·비용·이익 항목별 분산 원인 분석, KPI 추적, 수익성 개선 권고안 도출을 지원합니다.
finance-wealth-roadmap
재테크를 어디서부터 시작할지 막막할 때 나만의 자산 관리 로드맵을 짜주는 스킬입니다. '재테크 어떻게 시작해', '종잣돈 모으는 법', '내 자산 관리 계획 세워줘', '월급으로 1억 모으기'처럼 말하면 됩니다. 재무 현황 진단 → 목표 설정 → 종잣돈 단계 → 자산 배분 → 자동화·점검의 5단계로 개인 맞춤 재테크 로드맵을 설계합니다.
data-building-ledger
국토교통부 건축HUB 건축물대장·건축인허가·주택인허가 실측 데이터로 한 필지의 용도지역·주용도·구조·규모·건폐율/용적률·세대/주차·사용승인일·내진·공시가격 시계열·노후도·철거멸실(석면)·인허가 파이프라인을 조회해 드립니다. archhub MCP의 11개 도구를 호출하므로 별도 설치·API 키가 필요 없습니다(공용키 hosted remote 커넥터). 다음과 같은 요청 시 사용하세요: - "자양동 2-2번지 건물 정보 한눈에", "이 필지 용도지역·건폐율·용적률 보여줘" - "자양동 건축물 통계 내줘", "이 동네 주용도 분포" - "광진구 자양동 노후건물 40년 넘은 것", "노후건축물 정비사업 대상 선별" - "자양동 철거된 건물 석면 포함", "철거멸실 현황" - "진행 중인 건축 인허가", "허가 났는데 사용승인 전인 건물" - "이 빌딩 층별로 뭐가 있는지", "층별 용도·면적" - "자양동 24-28번지 공시가격 추이", "공시가격 시계열" - "건축물대장 원본 보여줘", "건축인허가 이력" 건축사·시공·중개·감정평가·디벨로퍼·공무원이 실무에서 바로 쓰는 건축물 실체 데이터입니다. 본 스킬은 "건축물 실체(용도·구조·규모·규제·인허가·노후·철거)" 전담입니다. "실거래가/전월세 시세"는 data-realestate를 사용하세요.
data-court-auction
대법원 법원경매정보(courtauction.go.kr) 부동산 매각공고를 매각기일·법원·기일/기간 입찰 기준으로 조회하고, 각 공고를 사건번호·용도·주소·감정평가액·최저매각가로 펼쳐서 보여줍니다. 법원사무소 코드와 사건번호로 단건 직접 조회도 지원합니다. read-only이며 IP 차단 방지를 위해 호출당 약 2초 지연을 둡니다. 다음과 같은 요청 시 반드시 이 스킬을 사용하세요: - "오늘 어디서 부동산 경매 열려?", "내일 매각공고 보여줘" - "서울중앙지방법원 2026-04-27 매각공고", "기일입찰만 보여줘" - "사건번호 2024타경100001 진행 상황 알려줘" - "법원 경매 매각공고", "courtauction.go.kr", "경매 사건 검색" - "감정평가액 최저매각가", "매각기일별 결과", "유찰 횟수" - 자산 처분·경매 투자·실사 검토 시
hns-www-docs-content
www 문서 멀티모달 콘텐츠 가이드 — mermaid(직접)/SVG(직접)/Higgsfield(Skill 위임) 선택 기준 + 위임 계약. REQ-IA-019 per-page mermaid.
hns-www-docs-ds-rules
www 디자인 시스템 규칙 SSOT — 이모지 금지·Lucide 아이콘·4종 폰트·WCAG 대비·mermaid 팔레트. CLAUDE.local.md(gitignored)를 하네스가 읽을 수 있게 인라인.
hns-www-docs-shortcodes
www Hugo 숏코드 카탈로그 — icon/mascot/terminal/catalog-count/employee-skills/mermaid/version 등 10종 사용법. 하드코딩 금지 집계 숏코드 포함.
hns-www-docs-templates
www 문서 템플릿 — _index(섹션 허브)/일반 문서/릴리스 노트 frontmatter+본문 골격. 버저닝 3축 규칙 포함.
hns-www-docs-verify
www 빌드/검증 레시피 — hugo 빌드 + WCAG 대비(check-contrast.py) + 내부 링크(check-links.mjs). /harness:www-docs verify 게이트.
moai-domain-backend
Backend development specialist covering API design, database integration, microservices architecture, and modern backend patterns. Use when designing APIs, implementing server logic, authentication, or authorization.
moai-domain-database
Database specialist covering PostgreSQL, MongoDB, Redis, Oracle, and cloud database platforms (Neon, Supabase, Firestore). Use for schema design, query optimization, indexing strategies, data modeling, or cloud database selection. Cloud vendor guide absorbed from moai-platform-database-cloud.
moai-domain-frontend
Frontend development specialist covering React 19, Next.js 16, Vue 3.5, and modern UI/UX patterns with component architecture. Use when building web UIs, implementing components, optimizing frontend performance, or integrating state management.
moai-domain-html-report
Markdown-to-single-file-HTML report renderer. Six modes (status, incident, plan, explainer, financial, pr) selected by report type, crossed with three audience tiers (expert, basic, learn) derived from the active output style. The basic and learn tiers enrich the HTML with mermaid flowcharts, worked examples, and plain-language primers; the expert tier stays dense. Zero external JS/CSS framework dependencies — inline SVG charts, a font-CDN exception for Korean readability, and a tier-gated mermaid-CDN exception. Self-contained output for email attachment, print, and offline viewing.
moai-domain-humanize
AI text humanization and 윤문 (post-editing) specialist that detects and removes AI tells while preserving meaning, facts, and figures. Covers Korean, English, Japanese, and Chinese with a shared severity model (S1/S2/S3), quality grades (A/B/C/D), and 30%/50% over-editing guardrails. Use to make AI-generated text read as human-authored without changing what it says (de-ai, naturalness pass).
moai-foundation-cc
Canonical Claude Code authoring kit covering Skills, sub-agents, plugins, slash commands, hooks, memory, settings, sandboxing, headless mode, and advanced agent patterns. Use when creating Claude Code extensions or configuring Claude Code features.
moai-foundation-core
Provides MoAI-ADK foundational principles including TRUST 5 quality framework, SPEC-First DDD methodology, delegation patterns, progressive disclosure, agent catalog reference, and token budget management (absorbed from moai-foundation-context). Use when referencing TRUST 5 gates, SPEC workflow, or context window optimization.
moai-foundation-quality
TRUST 5 quality principles and how MoAI enforces them through agents, the 3-level harness, /moai gate, and sync-auditor scoring. Use for code review, quality gate checks, coverage targets, or TRUST 5 compliance.
moai-foundation-thinking
Unified thinking toolkit: Creative frameworks (Critical Evaluation, Diverge-Converge, Deep Questioning), First Principles reasoning (absorbed from moai-foundation-philosopher), and Adaptive Thinking via the `ultrathink` keyword. Use for ideation, strategic analysis, architecture decisions, and deep reasoning on complex problems.
moai-harness-learner
Harness learning subsystem coordinator. Produces Tier 4 auto-update proposal payloads consumed by the orchestrator (which surfaces them via AskUserQuestion) and orchestrates Apply/Rollback flows. Triggers when harness learning proposals are pending or learning lifecycle management is needed.
moai-meta-harness
DEPRECATED — legacy 7-Phase meta-harness. Redirects to the v4 harness Builder (/moai:harness <natural-language request>) which replaces the static 7-Phase workflow with an orchestrator-direct 4-phase Builder (ANALYZE / PLAN / GENERATE / ACTIVATE) + a manifest-driven dynamic-workflow Runner. Retained as the redirect source for backward-compat invocation paths; the 7-Phase body below is preserved as historical reference, NOT for new harness creation.
moai-ref-api-patterns
REST/GraphQL API design patterns, error handling conventions, and input validation reference for backend development. Agent-extending skill that amplifies backend domain work (spawned via Agent(general-purpose) with backend instructions) with production-grade API patterns. Use when designing APIs, implementing endpoints, or reviewing backend code. NOT for: frontend development, DevOps, database schema design, security audits.
moai-ref-git-workflow
Git workflow patterns, branch strategies, conventional commits, and PR templates reference for git operations. Agent-extending skill that amplifies manager-git expertise with production-grade git workflow patterns. NOT for: code implementation, testing, architecture design, documentation content.
moai-ref-llm-security
AI/LLM defensive security reference: prompt-injection defense, OWASP LLM Top 10 defensive mapping, MCP and agentic tool-call hardening, training-data poisoning detection, model-output validation and guardrails, MITRE ATLAS defensive correlation, and NIST AI RMF governance. Agent-extending skill that amplifies backend, security, and AI-application engineering with production-grade defensive patterns for LLM-backed systems. NOT for: offensive techniques (jailbreak authoring, attack-payload crafting, red-team exploitation), model training or fine-tuning methodology, prompt optimization for capability, web-app OWASP Top 10 (see moai-ref-owasp-checklist), or general API design (see moai-ref-api-patterns).
moai-ref-owasp-checklist
OWASP Top 10 security checklist, authentication patterns, input validation, and HTTP security headers reference. Agent-extending skill that amplifies backend-implementation and security-audit workflows with production-grade security patterns. NOT for: frontend UI, DevOps deployment, performance optimization, testing strategy.
moai-ref-react-patterns
React/Next.js component design patterns, state management strategies, and project structure reference for frontend development. Agent-extending skill that amplifies frontend domain work (spawned via Agent(general-purpose) with frontend instructions) with production-grade React patterns. NOT for: backend API design, database modeling, DevOps, mobile apps.
moai-ref-secops
DevSecOps, container, and API operational defensive security reference: CI/CD pipeline hardening, secret scanning, IaC misconfiguration detection, SAST/DAST integration, container image scanning, Kubernetes RBAC hardening, container-escape defense, runtime threat detection, OWASP API Top 10 operational defense, WAF rule tuning, and GraphQL/REST depth and rate limiting. Agent-extending skill that amplifies backend, security, and platform-engineering work with production-grade defensive patterns for pipelines, containers, and running APIs. NOT for: offensive techniques (exploit execution, container-escape attack steps, privilege-escalation procedures, attack tooling), dev-time web-app OWASP Top 10 (see moai-ref-owasp-checklist), LLM/AI security (see moai-ref-llm-security), supply-chain provenance and signing (see moai-ref-supply-chain), or general API design (see moai-ref-api-patterns).
moai-ref-supply-chain
Software supply-chain defensive security reference: SBOM generation and verification (SPDX / CycloneDX), dependency-confusion defense, malicious-package triage playbook, SLSA provenance levels, Sigstore / cosign signing and verification, package-registry hardening, typosquatting defense, and transitive-dependency auditing. Agent-extending skill that amplifies backend, security, and release-engineering work with production-grade defensive patterns for the software supply chain. NOT for: offensive techniques (dependency-confusion attack execution, malicious package authoring, registry exploitation), LLM/AI-specific security (see moai-ref-llm-security), web-app OWASP Top 10 (see moai-ref-owasp-checklist), or general API design (see moai-ref-api-patterns).
moai-ref-testing-pyramid
Test pyramid strategy, coverage targets, test patterns, and quality metrics reference. Agent-extending skill that amplifies manager-develop test-creation and quality-validation work with production-grade testing patterns. NOT for: production code implementation, architecture design, DevOps, security audits.
moai-workflow-ci-loop
Unified CI watch + auto-fix loop skill. Polls gh pr checks after /moai sync PR creation, classifies required vs auxiliary failures, attempts safe automated patches (max 3 iterations), and escalates semantic failures to the user. Use for CI loop workflow — NOT for general loop iteration patterns (see moai-workflow-loop).
moai-workflow-ddd
Domain-Driven Development workflow specialist using ANALYZE-PRESERVE-IMPROVE cycle for behavior-preserving code transformation. Use when refactoring legacy code or reducing technical debt safely.
moai-workflow-loop
Ralph Engine - Automated feedback loop with LSP diagnostics and AST-grep integration for continuous code quality improvement. Use when implementing error-driven development, automated fixing, or continuous quality validation workflows.
moai-workflow-project
Integrated project management system covering documentation, language initialization, template optimization, docs generation, and JIT document loading. Absorbed from moai-workflow-templates, moai-docs-generation, and moai-workflow-jit-docs.
moai-workflow-spec
SPEC workflow orchestration with EARS format requirements, acceptance criteria, and Plan-Run-Sync integration for MoAI-ADK development. Use when creating SPEC documents or defining acceptance criteria.
moai-workflow-tdd
Test-Driven Development workflow specialist using RED-GREEN-REFACTOR cycle for test-first software development. Use when developing new features from scratch or when behavior specification drives implementation.
Showing top 100 of 103 skills by quality score. Browse the full catalog at /browse.
Bio shown is the top-scored skill's repo description as a fallback — real GitHub bios land in a future update.