Use when allocating feature/hotfix/refactor/chore/docs IDs or creating branches — canonical `[NNNN][L]` format that the scripts (next-id.sh, get-branch-metadata.sh, done.sh) expect
Add KafkaFlow consumer handlers for processing Kafka/Redpanda messages (project)
Guide for implementing a new language parser in Codanna. Use when adding language support, implementing parsers, or extending language capabilities.
Guide for implementing a new language parser in Codanna. Use when adding language support, implementing parsers, or extending language capabilities.
TRIGGER when user asks to create, scaffold, or initialize a new microservice. Creates the full directory structure including service.go, intermediate.go, client.go, mock.go,…
Add a new node to the Kubernetes cluster. Use when connecting new hardware, expanding cluster capacity, or setting up worker nodes.
Add new operator definitions to PyPTO across all layers (C++, Python IR, Python DSL, tests, codegen, docs).
Scaffold a new agent platform page with the project's standard layout, RTL Arabic, react-query data fetch, skeleton, and sidebar entry.
Creates a custom MediatR pipeline behavior for cross-cutting concerns. Use when adding validation, logging, caching, or other pipeline logic that applies to multiple handlers.
Updates job schema and adapters with any new hook events the platform supports. Use after research to extend DeepWork's hook system. — from diegosouzapw/awesome-omni-skill
Updates job schema and adapters with any new hook events the platform supports. Use after research to extend DeepWork's hook system."user-invocable: false — from…
Creates platform adapter, templates, tests with 100% coverage, and README documentation. Use after adding hook capabilities. — from diegosouzapw/awesome-omni-skill
Creates platform adapter, templates, tests with 100% coverage, and README documentation. Use after adding hook capabilities."user-invocable: falsehooks: Stop: — from…
Adds a new AI platform to DeepWork with adapter, templates, and tests. Use when integrating Cursor, Windsurf, or other AI coding tools. — from majiayu000/claude-skill-registry
Sets up platform directories and verifies deepwork install works correctly. Use after implementation to confirm integration. — from diegosouzapw/awesome-omni-skill
Sets up platform directories and verifies deepwork install works correctly. Use after implementation to confirm integration."user-invocable: false — from…
Use when adding, modifying, or reviewing VS Code configuration policies. Covers the full policy lifecycle from registration to export to platform-specific artifacts.
Store embeddings beside application data in Postgres, create vector indexes, and query nearest neighbors for semantic search, RAG, recommendations, or agent memory retrieval.
Guide Node.js project scaffolding — Starter monolith, Scale monorepo, Starter→Scale migration.
Create new Query (CQRS Read operation) for Hyper-Porto architecture. Queries read data without side effects.
Use VoltAgent to intercept, validate, and enforce input/output policies in TypeScript agent workflows.
Populates Dataverse tables with sample records for testing and demoing a Power Pages site. Use when the user wants to add sample data, seed data, generate test records, or insert…
Use when user wants to add a new sensor to the Enviro+ monitoring system, or asks to monitor a new data point.
Creates, edits, and manages Power Pages Server Logic files — server-side JavaScript that runs securely on the Power Pages runtime.
Configuração de dark mode (light/dark/system) para projetos Vite + React + TypeScript com shadcn/ui. Use após a skill add-tailwind-shadcn para criar ThemeProvider, ajustar sonner…
Fügt einen neuen Sidebar-Tab mit React-View hinzu. Erstellt View-Komponente in src/views/, TabRouter-Eintrag und Sidebar-Button.
TRIGGER when user asks to add fields, properties, or columns to a SQL CRUD microservice's object. Affects the struct, SQL migration, column mapping, query filter, validation, and…
Enable stricter TypeScript and linting checks to catch bugs early, especially useful when iterating with AI assistance.
kuberay_worker에 새로운 Triton 모델을 위한 Ray Serve app/deployment를 등록합니다. 인터랙티브하게 모델 선택, 참조 파일 선택, 주의사항 확인 후 작업을 진행합니다.
Guide for adding unit tests to AReaL. Use when user wants to add tests for new functionality or increase test coverage.
Add Vercel deployment capability to NanoClaw agents. Installs the Vercel CLI in agent containers and sets up OneCLI credential injection for api.vercel.com.
Add an embedded HTTP + WebSocket chat server with PWA frontend. Provides a web chat interface for talking to NanoClaw agents from the browser, with bearer / tailscale /…
Add a real-time WebSocket event with server emit, client hook, and org-scoped rooms. Use when adding live updates like new leads, deal changes, or chat messages.
Adds transactional email to an Azure web app via Azure Communication Services (ACS) Email — verification emails, password resets, notifications.
Use when an agent needs to search documents, PDFs, or reference material — covers R2R collection setup, document ingestion, Knowledge MCP wiring, per-tenant collection scoping,…
Provides additional instructions for HTMX and Flask, primarily related to templating.
Astro server-first conventions — zero client JS by default, island hydration directives, content collections, and static vs server rendering.
AWS conventions — 15-minute STS session ceiling, AFT-on-Control-Tower account bootstrap, EKS Pod Identity over IRSA, OIDC trust federated to STS with tight sub-claim scope, and…
Firebase MCP (firebase-tools mcp) for Auth, Firestore, Storage, Realtime DB, FCM, Cloud Functions logs, Remote Config, App Hosting, and Experimental Crashlytics.
GitHub Actions conventions — job_workflow_ref-pinned OIDC trust, 40-char SHA-pinning of every uses (enforced client-side by gha-sha-pin-actions), SLSA L3 via…
UK AISI Inspect AI eval conventions — the dataset/solver/scorer three-piece shape, Docker-sandboxed task isolation, the 200+ pre-built inspect_evals starter tasks, and wrapping…
marimo reactive .py notebook conventions — notebooks are git-diffable Python files edited directly, the reactive dependency graph re-runs downstream cells, Restart-and-Run-All via…
Multi-environment state conventions — one backend and one STS session per env tier with no credential reuse, per-env cost budgets, drift surfaced never remediated via…
Next.js App Router conventions — Server Components by default, leaf-node 'use client' boundaries, server-side data fetching with cache control, Server Actions for mutations,…
Pulumi conventions — ESC dynamic logins as the GA OIDC pattern for module CI, the archived-CDKTF migration path via pulumi convert, the for_each/provider-alias caveats of…
Reusable IaC module conventions — semver with major bumps for breaking changes, Cosign-signed + Rekor-proofed release artifacts, the tftest-not-apply hook blocking real-cloud test…
Sigstore Cosign conventions — keyless OIDC signing with no long-lived keys, mandatory Rekor transparency-log inclusion verification (the cosign-tlog-required hook refuses…
Terraform / OpenTofu conventions — native *.tftest.hcl over Terratest, the tftest-not-apply guard against real-cloud test billing, OpenTofu 1.11.4 init-breaking changes,…
Astral uv toolchain conventions — lockfile-frozen by default with uv lock --frozen and uv sync --frozen, uv add for atomic pyproject + lock updates, frozen-only CI/production…
Guides stable API and interface design. Use when designing APIs, module boundaries, or any public interface.
Tests in real browsers via Chrome DevTools MCP. Use when building or debugging anything that runs in a browser.
Automates CI/CD pipeline setup. Use when setting up or modifying build and deployment pipelines. Use when you need to automate quality gates, configure test runners in CI — from…
Conducts multi-axis code review. Use before merging any change. Use when reviewing code written by yourself, another agent, or a human.
Simplifies code for clarity. Use when refactoring code for clarity without changing behavior. Use when code works but is harder to read, maintain, or extend than it shoul — from…
Guides systematic root-cause debugging. Use when tests fail, builds break, behavior doesn't match expectations, or you encounter any unexpected error.
Drives development with tests. Use when implementing any logic, fixing any bug, or changing any behavior.
Comprehensive Azure Data Factory knowledge base with official documentation sources, CI/CD methods, deployment patterns, and troubleshooting resources
Google ADK (Agent Development Kit) multi-agent system architecture for BigQuery data analytics. Covers BigQuery agent vs conversational agent patterns, ADK Single Parent Rule,…
MUST READ before deploying any ADK agent to Google Cloud — covers Cloud Run, Agent Engine, Vertex AI, event-driven agents, and ADK CI/CD pipelines.
Execute software engineer specializing in creating production-ready ADK agents with best practices, code structure, testing, and deployment automation.