Camera, GPIO, and hardware integration for Raspberry Pi 5. Use for camera testing, hardware diagnostics, GPIO troubleshooting, and sensor issues.
Use when the user needs embedded hardware architecture, MCU/SoC selection, power tree design, interface planning, sensor/actuator selection, RF/connectivity, BOM risk assessment,…
Main coding agent for autonomous harness system. Continues work from previous sessions, implements one feature per session, coordinates with testing and review skills, an — from…
Main coding agent for autonomous harness system. Continues work from previous sessions, implements one feature per session, coordinates with testing and review skills, an — from…
Harness Kit documentation — installation, plugin catalog, creating plugins, cross-harness setup, architecture, and FAQ.
Strategies, workflows, patterns, and best practices for maximizing harness engineering through GitHub Copilot agent customization.
Develops agent-first engineering culture via harness design—CLI and MCP with shared contracts, mechanical gates, and in-repo docs.
Route ambiguous Harness Engineering requests to one lifecycle stage when users ask where to start, resume, plan, implement, review, debug, schedule a heartbeat, or resolve domain…
Design, implement, and integrate generalized validation harnesses across a producer-consumer boundary after a local harness contract exists.
Implement OpenAI Harness Engineering practices in any repository — AGENTS.md, PLANS.md, deterministic smoke/test/lint harness commands, strict architecture boundaries,…
Expert-level Harness template types, runtime inputs, expression language, pipeline patterns (CI/CD, GitOps, Canary, Blue-Green), versioning, and step configurations
Audits a project's agentic harness (CLAUDE.md, AGENTS.md, .claude/rules, .claude/settings.json) and refactors it into a layered, path-scoped configuration that loads only what is…
Harness Open Source (formerly Gitness) is an end-to-end developer platform that integrates Git repository hosting, CI/CD pipelines, hosted development environments, and artifact…
Use when 设计、审查或重构 cc-master / 类似项目的多 agent harness plugin adapter：新增或修复 host adapter、建立 N-host capability parity、判断 Track A / Track B、为跨 hooks/commands/skills/ccm 的能力建立 Capability…
Parse harness output (Surefire/Failsafe XML, JaCoCo XML, PIT XML, Checkstyle/SpotBugs XML, OpenAPI diff JSON, dependency-check JSON) into a single structured summary.
Run WaveCap-SDR test harness with automated parameter sweeps and validation. Use when regression testing, validating audio quality across configurations, testing SDR hardware, or…
Harness Engineering 第一阶段第二步：深度分析项目代码，填充 docs/ 知识库各文件的实质内容。 在 harness-step1-create-agents-md 创建好目录骨架之后使用。当用户说"填充文档内容"、 "完善 docs/ 文件"、"让文档有实质内容"、"分析项目写架构文档"、"写 ARCHITECTURE.md"、…
tdd 阶段：派 tdd-executor 执行冻结 RED/GREEN/REFACTOR，导入 receipt，派 implementation-reviewer。
Testing orchestrator for autonomous harness. Runs comprehensive tests (unit, integration, E2E), coordinates with validation systems, and reports results to Archon.
AI-native E2E testing orchestration for Claude Code. Use when creating, running, or managing end-to-end test scenarios with visual evidence capture.
Build ETL pipelines and analytics dashboards for Harvard Art Museums API data using Python, SQL, and Streamlit
Plan and run a controlled, COMMUNITY-edition Harvester HCI upgrade off an EOL line up to latest stable — the no-skip minor ladder (1.5→1.6→1.7→1.8; embedded…
Build systems and organizations using the "Tao of HashiCorp". Emphasizes workflows over technologies, simple modular composable tools, immutability, and versioning driven by code.
Hashnode GraphQL API documentation for creating, managing, and querying blogs, posts, publications, and user data on the Hashnode platform
Automate Hashnode tasks via Rube MCP (Composio). Always search tools first for current schemas. — from engineering/engineering-misc
Use for Haskell — GHCup, cabal/stack, testing, laziness and space leaks, profiling, STM.
Activate when using Hasura CLI commands in a self-hosted Docker environment, including migrations, metadata management, and console access via docker exec.
Complete guide for Hasura GraphQL Engine including instant GraphQL APIs, permissions, authentication, event triggers, actions, and production deployment
Use when you have cloned a Python project (e.g., scverse/scanpy) that includes a hatch.toml configuration file and need to set up a consistent development or testing environment.
Product image search and high-precision download specialist. Multi-source aggregation (e-commerce APIs, image search, brand sites), SKU/JAN/UPC matching, perceptual-hash dedup,…
Build, refactor, and debug Hawk pages, templates, cards, and Hawk-500 code. Use when working with Hawk's page/file/card/load model, Sail/manx UI, `%twin`/`%call`/`%view`/`%lens`…
Use when a level has performance, physics, or layout problems — combines editor_stream_log, scene_validate_physics, and scene_export hierarchical mode to find issues.
Review an Architecture Decision Record (ADR) in this repo for boundary discipline, charter compliance, and decision-ledger consistency.
Draft a new Architecture Decision Record (ADR) from a problem statement, set of options, or an accepted decision from DECISIONS.md that needs a formal ADR.
Use when writing, refactoring, or deciding how to test an HDL module, component, or IP block (ROHD, Chisel, SpinalHDL, Verilog, VHDL) and you need it parameterized, validated, and…
Ingest N rows of realistic test data into any Hydrolix table. Automatically finds the transform's sample_data from bundle files, sets timestamps distributed across a given date…
Review PRs, branches, diffs, and workflow artifacts for package-level go/no-go readiness with severity-ranked synthesis.
Restore broken behavior by reproducing failures, identifying root cause, and delivering verified fixes.
Initialise un projet vierge pour Heracles - crée la structure, constitution et architecture
Use when designing content delivery APIs for headless CMS architectures. Covers REST and GraphQL API patterns, content preview endpoints, localization strategies, pagination,…
Connects headless CMS backends (WordPress WPGraphQL, Strapi, Contentful) to frontend frameworks using Apollo Client and urql.
Design components that provide logic and accessibility without prescribing UI styling.
Design and deploy headless / automated support systems — AI chatbots, Fin AI agents, knowledge base self-serve portals, ticket deflection strategies, automated triage, email…
Headless Testing integration. Manage Tests, Projects, Environments, Users, Roles. Use when the user wants to interact with Headless Testing data.
Build headless UI hooks that encapsulate data fetching, state management, routing, and mutations without UI rendering. The presenter layer in MVP architecture.
Use when choosing between Headless, LWR (Lightning Web Runtime), or Aura as the Experience Cloud frontend architecture: performance tradeoffs, developer cost, migration readiness,…
Extract data from web pages using the scrapling Python library — select the appropriate fetcher tier (HTTP, stealth Chromium, or full browser automation) based on target site…
HeadstartWP is 10up's open-source framework for building headless WordPress sites with Next.js. It combines a WordPress plugin, JavaScript packages, and documented patterns for…
Run comprehensive health checks on the Claude Code Agent Monitor system. Validates dashboard API, database, WebSocket, hooks, and disk usage.
Implement comprehensive health check endpoints for liveness, readiness, and dependency monitoring. Use when deploying to Kubernetes, implementing load balancer health checks, or…
Implémentation de health checks ASP.NET Core, readiness/liveness probes et intégration Kubernetes. À utiliser quand l'utilisateur configure des endpoints de santé, des pr — from…
Implement health check endpoints for load balancers, Kubernetes, and monitoring. Covers liveness, readiness, and dependency checks.
Use when planning or executing a Health Cloud deployment to production or a full sandbox, including managed package installation sequencing, Permission Set License assignment,…
Health Connect(Android)와 HealthKit(iOS) 건강 데이터 수집/동기화/저장 종합 가이드. React Native(Expo), Swift, Kotlin, Web 환경에서의 구현 패턴과 실전 gotcha 포함. 심박수, 수면, 걸음, 활동 에너지 등 주요 데이터 타입별 처리법.
Prépare un rendez-vous médical avec un résumé structuré, une chronologie et des questions à poser. À utiliser quand l'utilisateur veut aller chez le médecin, le gastro, l — from…
Shared reference for the healthcare cluster: the three-layer data-protection contract (classify → access-control → audit), the patient-safety bias (alerts block, never silently…
中文优先：用于医疗评估运行框架相关任务，帮助识别、设计、实现或验证对应工作流。English keywords: Patient safety evaluation harness for healthcare application deployments.
HealthEx → HealthClaw-redacted export via the official MCP Python SDK (mcp>=1.2). Use when: (1) Pulling fresh clinical data from HealthEx as the upstream source of truth (not from…
Reviews HealthKit code for authorization patterns, query usage, background delivery, and data type handling.
iOS HealthKit data sync CLI commands and patterns. Use when working with healthsync CLI, fetching Apple Health data (steps, heart rate, sleep, workouts), pairing iOS devices over…