Inteligência de workflow para o agente axehub-harness — classifica solicitações em feature/bugfix/refactor/pesquisa e executa o fluxo correto de planejamento e delegação
Batch-enrich astrolabe index cards. Use when the user asks to enrich, classify, or describe documents in the astrolabe index, or when list_docs(stale=true) shows unenriched cards.
GLAW Entity Architect — the firm's dedicated corporate-structuring specialist that designs the entity stack and feeds /glaw-structure.
Cria e gerencia Enums PHP 8.1+ com archtechx/enums e suas 7 traits helpers. Use quando precisar criar enums, adicionar traits de enum, ou trabalhar com enums tipados em L — from…
Cria e gerencia Enums PHP 8.1+ com archtechx/enums e suas 7 traits helpers. Use quando precisar criar enums, adicionar traits de enum, ou trabalhar com enums tipados em Laravel.
Data structures and algorithms for AI agent episodic memory. Covers vector stores (HNSW, IVF, PQ), temporal indexing, knowledge graphs with triple stores, hierarchical…
Expert in error handling, Error Boundaries, Sentry integration, logging strategies, error recovery, user-friendly error UI, and debugging tools
Apply rapport-based elicitation to resistant or semi-cooperative humans and agents. Use when coercive prompting or brittle handoffs damage cooperation.
Cria exceções customizadas renderable e reportable para HTTP e logging em Laravel. Use quando precisar criar exception handlers, exceções de domínio, ou melhorar o tratamento de…
Arquitecto de Software Senior autónomo. Se activa automáticamente para: decisiones técnicas, validación de código, corrección de errores, elección de frameworks, arquitectura,…
Use Codex and Gemini CLIs as external reviewers for gated review chunks. They read prompt files and write reports.
Use when FastAPI async patterns for building high-performance APIs. Use when handling concurrent requests and async operations.
Use when FastAPI validation with Pydantic models. Use when building type-safe APIs with robust request/response validation.
Fetch unresolved PR review comments using GitHub GraphQL API, filtering out resolved and outdated feedback.
Find all CPython internal headers and structs used in the codebase, particularly for profiling functionality.
Control and interact with a live browser session on any scraped page — click buttons, fill forms, navigate flows, and extract data using natural language prompts or code.
Write Fish shell functions in idiomatic fish syntax with delightful UX. Use when (1) Creating new Fish functions, (2) Refactoring or improving existing functions, (3) Adding…
Flask API development including blueprints, extensions, and REST patterns. Activate for Flask apps, Python web APIs, and lightweight API development.
Expert-level Flask web development, REST APIs, extensions, and production deployment
发布后文档更新。读取所有项目文档，与 diff 交叉对照， 更新 README/ARCHITECTURE/CONTRIBUTING/CLAUDE.md 使之匹配已发布内容， 润色 CHANGELOG 语气，清理 TODOS，可选地更新 VERSION。
QA 验收与测试报告。纯验收模式：测试+报告，不修代码。 两种调用模式： Mode A（完整 QA）：test-spec 生成 → 10 维度 Playwright 断言引擎 → 智能分析。 Mode B（单 bug 修复回归）：配合 forge-bugfix 的 P6 调用，读取 docs/bugfix/reviews/BF-XX.md， 针对 Bug…
Audit and enforce the core/client boundary in multi-client projects. Detects where shared platform code is tangled with client-specific code, finds hardcoded client checks, config…
Restrict file edits to a specific directory for the session. Blocks Edit and Write outside the allowed path.
Lightweight web fuzzing via ffuf — directory discovery, parameter testing, subdomain enumeration.
Foreign exchange exposure analysis and hedging strategy skill with hedge effectiveness testing
Review a plan thoroughly before implementation. Challenges scope, reviews architecture/code quality/tests/performance, and walks through issues interactively with opinionated…
GCP-specific infrastructure and services expertise for cloud operations and architecture
Sets up and configures Google Kubernetes Engine (GKE) clusters for production use. Use when creating new GKE clusters, choosing between Autopilot vs Standard modes, configuring…
Configures comprehensive logging, metrics, distributed tracing, and alerting for GKE applications. Use when setting up Cloud Logging, creating dashboards in Cloud Monitoring,…
Systematically diagnoses and resolves common GKE issues including pod failures, networking problems, database connection errors, and Pub/Sub issues.
Implements Workload Identity for secure, keyless authentication between GKE pods and Google Cloud services.
Interactive GCP Cloud Build + Cloud Run setup. Provisions APIs, AR, SAs, IAM, secrets, and triggers.
Run gdUnit4 tests for Godot projects. Use after implementing features, fixing bugs, or modifying GDScript files. USE PROACTIVELY to verify code changes. — from engineering/testing
Work with Gemini File API for document caching and efficient multi-query workflows. Use when discussing file uploads, caching strategies, token optimization, or comparing File API…
Minimal implementation of Recursive Language Models (RLM) using Gemini 2.0 Flash and a local Python REPL. Enables processing of massive contexts via the Gemini CLI.
Helpt bij het ontwerpen en bouwen van applicaties volgens de GEMMA referentiearchitectuur, Common Ground principes en het Gemeentelijk Gegevensmodel (GGM) voor Nederlandse…
Provides comprehensive code review feedback based on best practices, style guides, and potential bug detection.
Multi-agent PR code review. Dispatches 3 parallel reviewers: bugs finder, security auditor, and code quality reviewer. Produces a single consolidated review report.
Different techniques to optimize the performance of Qdrant, including indexing strategies, query optimization, and hardware considerations.
Automate Git workflow with conventional commits, setup GitHub Actions CI/CD, configure Husky hooks, manage PR automation, and handle semantic releases
Gerencia GitHub Projects V2 via GraphQL API. Cria projects, configura campos customizados e views. Use quando: iniciar projeto SDLC, mover issues entre fases.
Skill gabungan untuk project Godxploit — Python scripting, automation, network security tools, code validation, structured file generation, dan flow exploit bertahap.
Comprehensive data validation using Pydantic v2 with data quality monitoring and schema alignment for PlanetScale PostgreSQL.
Apply Grey Haven database conventions - snake_case fields, multi-tenant with tenant_id and RLS, proper indexing, migrations for Drizzle (TypeScript) and SQLModel (Python).
Deploy TanStack Start applications to Cloudflare Workers/Pages with GitHub Actions, Doppler, Wrangler, database migrations, and rollback procedures.
Implement observability and monitoring using Cloudflare Workers Analytics, wrangler tail for logs, and health checks.
Comprehensive performance analysis and optimization for algorithms (O(n²)→O(n)), databases (N+1 queries, indexes), React (memoization, virtual lists), bundles (code splitting),…
Expert skill for gRPC protocol implementation, debugging, and performance optimization
Fast headless browser for QA testing and site dogfooding. Navigate pages, interact with elements, verify state, diff before/after, take annotated screenshots, test responsive…
Restrict file edits to a specific directory for the session. Blocks Edit and Write outside the allowed path.
Harness CD (Continuous Delivery) for Kubernetes, Helm, Terraform, ECS, and serverless deployments with GitOps, approval gates, rollback strategies, and multi-environment promotion
Harness CI (Continuous Integration) for container-native builds, test intelligence, caching, parallelization, and build infrastructure management.
Harness Code repository workflows, triggers, PR pipelines, branch protection, and GitOps integration for AWS EKS deployments
AWS EKS deployment patterns via Harness CD - Native Helm, Kubernetes manifests, and GitOps strategies with rolling, canary, and blue-green deployments
Expert Helm chart development and management skill for Kubernetes package management
Helm chart development workflow including chart structure, values management, testing, linting, and publishing for EKS deployments with Keycloak integration
Expert-level Helm 3 package management, chart development, templating, and production operations
Helm chart development, deployment, and management. Activate for helm install, upgrade, charts, values, templates, and Kubernetes package management.
Builds spatial Android apps for Meta Quest and Horizon OS with Meta Spatial SDK — ECS architecture, 2D panels, 3D objects, hybrid experiences.
Reviews Unity code targeting Meta Quest and Horizon OS for performance issues, rendering best practices, and common VR pitfalls.