Map of Hope Agent's local data stores and safe read-only query workflow. Use when the user asks where Hope Agent stores data, wants to inspect…
Hope-native debugging for code failures, regressions, crashes, flaky behavior, and bad output: reproduce or characterize, rank falsifiable hypotheses, fix the smallest root cause,…
Designing high availability and disaster recovery strategies for Salesforce: Trust site monitoring, backup strategies, cross-region considerations, business continuity planning,…
Debugs and validates Home Assistant dashboards by checking system logs, verifying entity IDs, validating HACS card installations, and analyzing configuration errors via WebSocket…
Provides methods to interact with Home Assistant REST API for entity discovery, state retrieval, and service calls including authentication, entity patterns, service calls, and…
Hope-native test strategy for features, fixes, and refactors: select test-first, regression-first, characterization, integration, E2E, or manual evidence according to risk and…
Provides 3-tier validation approach for Home Assistant dashboards including pre-publish validation (entity checks, config structure), post-publish verification (log analysis), and…
Implement WebSocket API commands for Home Assistant integrations. Use when asked about WebSocket API, custom API endpoints, frontend integration, custom panels, or real-time data…
Scrapes and analyzes Hacker News threads using the official HN Firebase API and BeautifulSoup. Extracts sentiment trends, expertise signals, and generates structured summaries…
Detect and prevent hallucinated technical decisions during feature work. Auto-trigger when suggesting technologies, frameworks, APIs, database schemas, or external services.
Verify dependency structure and architecture health for SDL3 HammerEngine. Detects circular dependencies, excessive coupling, layer violations, header bloat, and provides…
AWS hosting handler - centralized AWS operations including authentication, resource deployment, verification, and querying.
Terraform IaC handler - centralized Terraform operations including init, validate, plan, apply, and destroy.
Deployment protocols for Vercel/Appwrite. Use for managing production builds and environment variables.
HASH error handling patterns using error-stack crate. Use when working with Result types, Report types, defining custom errors, propagating errors with change_context, adding…
Use after design or implementation to package handoff notes, refactor UI code, split god components, document tokens, and prepare maintainable frontend deliverables.
Phase 6: Serve via python3 -m http.server 8899, screenshot light mode (fullPage), screenshot dark mode via browser_screenshot colorScheme:dark, compare 3 declared element — from…
Generate comprehensive technical documentation for developers taking over an AEM Edge Delivery Services project.
Run a complete Handover MCP continuity test across separate authenticated people or service agents. Use when asked to test an agent handoff end to end, qualify a Handover…
Create clear diagrams and visualizations for documentation, technical reports, and data analysis. Prefer D2 (with ELK layout) for architecture diagrams.
Pakai saat men-deploy atau mengoperasikan aplikasi hanoman di server: instalasi paket npm global (`npm i -g hanoman`) + systemd, VPS single-host di belakang reverse proxy TLS,…
Generate mobile-first travel itinerary websites from natural-language trip plans, spreadsheet-pasted itineraries, chat notes, or rough travel schedules.
Automate HappyCapy skill creation by finding and adapting existing skills from anthropics/skills repository. Handles environment constraints (Python 3.11, Node.js 24, no Docker).
Harbor framework for agent evaluation. Use when: (1) Running harbor commands (harbor run, harbor tasks check), (2) Creating/validating SkillsBench tasks, (3) Understandin — from…
Harbor framework for agent evaluation. Use when: (1) Running harbor commands (harbor run, harbor tasks check), (2) Creating/validating SkillsBench tasks, (3) Understandin — from…
Activate this agent for any future-oriented question that requires deep quantitative analysis, historical precedents, and structured scenario planning.
Deterministic Python-scored startup screening with full audit trail. Use when you need a reproducible, weighted-score verdict on a startup — not just a qualitative opinion.
Query reading lists and book data from Hardcover.app via GraphQL API. Triggers when user mentions Hardcover, asks about their reading list/library, wants book progress, searches…
Hardening Docker containers for production involves applying security best practices aligned with CIS Docker
Harden the Docker daemon by configuring daemon.json with user namespace remapping, TLS authentication, rootless
Expert usage of Hardhat for smart contract development, testing, and deployment. Includes TypeChain generation, plugin ecosystem, network forking, and deployment management.
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
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,…