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概要と使いどころ
元级闭环验证编排器。读取五域形式化描述（DOMAIN-REGISTRY + NODE-IO-CONTRACTS），两阶段（Phase 1预想/Phase 2实际）执行沙盘验证，调用 skill-domain-health-check 检查传播完备性，调用 skill-domain-self-optimizer 生成修复方案，输出带证据链的全系统闭环验证报告。这是整个Skill体系自我验证的最高入口。触发词：「运行元验证」「闭环验证」「验证Skill体系传播完备性」「系统闭环检查」「全域验证」「元系统运行」。
日本語の概要は準備中です。原文の説明を表示しています。
三大闭环日常健检（v2.0）。快速读取系统状态文件（约1分钟），从三个层次输出健康仪表盘：①运营指标层（PENDING-EXPERIENCES/碎片积压/一致性检查日期/cascade/PENDING-SKILLS）②沙盘状态层（sandboxes/目录的 validated/draft/gap-found 分布）③D0覆盖率层（role-* Skills 有多少已有认知根行）。触发词：「三大闭环健康检查」「全系统健康报告」「整体系统健康」「三个闭环都健康吗」「三大闭环状态怎么样」。⚠️ 本 Skill 为快速只读健检，无 Full 模式。深度场景沙盘验证→skill-closure-verifier-meta；生成场景沙盘→scenario-sandbox-builder；单一Loop专项→对应专项Skill。
日本語の概要は準備中です。原文の説明を表示しています。
Audit a codebase against well-known software design principles: SOLID, DRY, YAGNI, KISS, Law of Demeter, Separation of Concerns, Composition over Inheritance, and the code-relevant 12-Factor subset. Scores findings by impact and effort, runs adversarial debate on contested violations, and generates a prioritized DESIGN_AUDIT.md. Use when reviewing code quality beyond what linters catch, assessing design health before a refactor, or onboarding to an unfamiliar codebase. Can be invoked standalone or delegated from tech-debt.
日本語の概要は準備中です。原文の説明を表示しています。
Systematic technical debt analysis across architecture, testing, documentation, and infrastructure. Investigates the codebase, scores findings by impact and effort, and generates a prioritized TECH_DEBT.md remediation plan. Delegates to specialized skills for code quality (scout) and linting (lint-fix). Use when assessing overall project health, planning cleanup sprints, or onboarding to an unfamiliar codebase.
日本語の概要は準備中です。原文の説明を表示しています。
Prepares Go applications to work effectively with AI coding agents. Use when setting up a new Go project or retrofitting an existing one to ensure: structured JSON logging (slog/Zap/ZeroLog/Logrus), machine-readable command output, thorough golangci-lint configuration, non-interactive CLI design with --yes flags, structured error handling with meaningful exit codes, proper context.Context propagation, graceful shutdown, health check endpoints, and a standardized Makefile. Triggers when a user asks to make their Go app "agent-ready," "AI-friendly," wants to improve agent tooling/observability in a Go project, or needs to audit an existing Go project against agent-readiness best practices.
日本語の概要は準備中です。原文の説明を表示しています。
Elasticsearch search and analytics — mappings, queries, and cluster health — use when building search or log analytics.
日本語の概要は準備中です。原文の説明を表示しています。
Electronic health record analysis — phenotyping, missingness, bias, and observational study design with EHR data.
日本語の概要は準備中です。原文の説明を表示しています。
Run customer success — onboarding, health scoring, retention plays, expansion, and churn prevention.
日本語の概要は準備中です。原文の説明を表示しています。
Detect project stack and generate production-ready multi-stage Dockerfiles with compose services, .dockerignore, non-root users, health checks, layer caching, and optional dev hot-reload profiles
日本語の概要は準備中です。原文の説明を表示しています。
Scan all repos for failing or stuck GitHub Actions workflows, diagnose issues, and fix them. Use when: 'fix ci', 'ci is broken', 'github actions failing', 'unblock ci', 'clear ci', 'workflows stuck', 'fix all builds', 'ci health check'.
日本語の概要は準備中です。原文の説明を表示しています。
Audit your project's documentation health and identify gaps. Scans for README, changelog, API docs, ADRs, runbooks, onboarding guides, and diagrams. Triggers: you need a documentation audit, want to check doc coverage, find missing documentation, or assess documentation quality.
日本語の概要は準備中です。原文の説明を表示しています。
Set up DNS records, SSL/TLS certificates, subdomains, SPF/DKIM/DMARC email authentication, and health-check failover routing for Route53, Cloudflare, or GCP Cloud DNS — with optional Terraform output
日本語の概要は準備中です。原文の説明を表示しています。
Provision free LLM API keys from 20+ providers. Health-checks existing keys, opens signup pages, validates new keys, and saves them to your project.
日本語の概要は準備中です。原文の説明を表示しています。
Deep game design health assessment across five dimensions: review core loop and progression systems, analyze in-game economy for inflation and sink/source balance, mathematically simulate combat balance and drop rates, audit analytics event coverage, and evaluate monetization ethics..
日本語の概要は準備中です。原文の説明を表示しています。
Emergency fix-and-deploy pipeline — diagnose a bug, apply a minimal fix, verify safety, deploy to production, and confirm the service is healthy.
日本語の概要は準備中です。原文の説明を表示しています。
Full nonprofit operational health analysis: validate impact measurement methodology and theory of change, optimize fundraising channels and campaign ROI, audit grant management for compliance and proposal quality, and assess donor retention with churn prediction and stewardship workflows..
日本語の概要は準備中です。原文の説明を表示しています。
Audit SKU portfolio health and identify rationalization opportunities. Triggers: you need to evaluate assortment planning strategy, ABC/Pareto long-tail analysis.
日本語の概要は準備中です。原文の説明を表示しています。
Analyze behavioral health outcome tracking systems for clinical measurement validity, treatment effectiveness, and provider performance comparison.
日本語の概要は準備中です。原文の説明を表示しています。
Ship an app from code to production-ready infrastructure: containerize with Docker and multi-stage builds, set up GitHub Actions CI/CD with automated testing and deployment, add monitoring with health checks and alerting, then run preflight verification..
日本語の概要は準備中です。原文の説明を表示しています。
Prepare for fundraising due diligence — runs CTO, CFO, CPO, sales, and codebase health reviews to produce a consolidated investor brief with scorecard, red flags, and strengths. Use before Series A, seed round, acqui-hire evaluation, or board presentation.
日本語の概要は準備中です。原文の説明を表示しています。
Audit financial reconciliation workflows -- evaluate automated transaction matching engines, intercompany balance reconciliation, suspense and clearing account health, variance root-cause investigation, and close calendar integration.
日本語の概要は準備中です。原文の説明を表示しています。
Analyze mining safety management systems including incident investigation quality (ICAM, TapRooT, BowTie analysis), hazard identification and risk register completeness, critical control verification per ICMM framework, occupational health exposure monitoring (respirable dust, silica.
日本語の概要は準備中です。原文の説明を表示しています。
Analyze in-game economy systems including soft and hard currency source-sink balance, inflation projection modeling, loot table drop rate fairness and pity system evaluation, gacha probability disclosure, player marketplace health and price manipulation risks.
日本語の概要は準備中です。原文の説明を表示しています。
Audit any product from a Customer Success Manager perspective -- evaluate onboarding flow completeness, self-service help infrastructure, customer health signal tracking, support channel accessibility, expansion and retention triggers, and customer communication systems.
日本語の概要は準備中です。原文の説明を表示しています。