Agent skills
Skills you can use with AI coding agents, indexed from public GitHub repositories.
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caveman
Ultra-compressed communication mode. Cuts token usage ~75% by dropping filler, articles, and pleasantries while keeping full technical accuracy. Use when user says "caveman mode", "talk like caveman", "use caveman", "less tokens", "be brief", or invokes /caveman.
mattpocock/skills 111,310
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design-an-interface
Generate multiple radically different interface designs for a module using parallel sub-agents. Use when user wants to design an API, explore interface options, compare module shapes, or mentions "design it twice".
mattpocock/skills 111,310
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qa
Interactive QA session where user reports bugs or issues conversationally, and the agent files GitHub issues. Explores the codebase in the background for context and domain language. Use when user wants to report bugs, do QA, file issues conversationally, or mentions "QA session".
mattpocock/skills 111,310
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edit-article
Edit and improve articles by restructuring sections, improving clarity, and tightening prose. Use when user wants to edit, revise, or improve an article draft.
mattpocock/skills 111,310
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writing-shape
Take a markdown file of raw material and shape it into an article through a conversational session — drafting candidate openings, growing the piece paragraph by paragraph, arguing about format (lists, tables, callouts, quotes) at each step. Use when the user has a pile of notes, fragments, or a rough draft and wants help turning it into something publishable.
mattpocock/skills 111,310
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alloydb-basics
Manages clusters, instances, and backups for AlloyDB for PostgreSQL, and integrates with AlloyDB model context protocol (MCP) tools for automated database operations.
google/skills 1,664
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google-cloud-waf-reliability
Generates reliability-focused guidance for Google Cloud workloads based on the design principles and recommendations in the Google Cloud Well-Architected Framework. Use this skill to evaluate a workload, identify reliability requirements, and provide actionable recommendations for build, deploy, and manage the workload reliably in Google Cloud.
google/skills 1,664
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cloud-run-basics
Manages Cloud Run services, jobs, and worker pools. Use when you need to deploy applications responding to HTTP requests (services), run event-triggered or scheduled tasks (jobs), or handle always-on pull-based background processing (worker pools).
google/skills 1,664
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google-cloud-recipe-networking-observability
Investigates Google Cloud networking issues by analyzing logs, metrics, and diagnostics. Use when investigating VPC Flow Logs, NAT, firewall, or threat logs, querying latency and throughput metrics, or running Connectivity Tests for path diagnostics.
google/skills 1,664
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google-cloud-waf-cost-optimization
Generates cost optimization guidance for Google Cloud workloads based on the Google Cloud Well-Architected Framework (WAF). Use this skill to evaluate a workload, identify cost requirements and constraints, and provide actionable recommendations for build, deploy, and manage the workload cost-efficiently in Google Cloud.
google/skills 1,664
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bigquery-basics
Manages datasets, tables, and jobs in BigQuery, and integrates with BigQuery ML and Gemini for advanced data analytics and AI-driven insights. Use when you need to interact with BigQuery, run SQL queries, manage BigQuery resources, or leverage BigQuery's built-in ML capabilities. Also use when performing data analysis, ingesting data into BigQuery, or developing AI applications on BigQuery.
google/skills 1,664
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google-cloud-recipe-auth
Provides expert guidance on authenticating and authorizing to Google Cloud services and APIs, covering human users, service identities, Application Default Credentials (ADC), and best practices for secure access.
google/skills 1,664
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gke-basics
Plan, create, and configure production-ready Google Kubernetes Engine (GKE) clusters using the golden path Autopilot configuration. Covers Day-0 checklist, Autopilot vs Standard, networking (private clusters, VPC-native, Gateway API), security (Workload Identity, Secret Manager, RBAC hardening), observability, scaling, cost optimization, and AI/ML inference. WHEN: create GKE cluster, provision GKE environment, design GKE networking, secure GKE, optimize GKE cost, GKE autoscaling, GKE inference, GKE upgrade, GKE observability, GKE multi-tenancy, GKE batch, GKE HPC, GKE compute class.
google/skills 1,664
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google-cloud-recipe-onboarding
Guidance for a developer's first steps on Google Cloud, covering account creation, billing setup, project management, and deploying a first resource.
google/skills 1,664
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google-cloud-waf-security
Generates security-focused guidance for Google Cloud workloads based on the design principles and recommendations in the Google Cloud Well-Architected Framework (WAF). Use this skill to evaluate a workload, identify security requirements, and provide actionable recommendations for IAM, network security, data protection, and operational security.
google/skills 1,664
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firebase-basics
Use this skill whenever you are working on a project that uses Firebase products or services, especially for mobile or web apps.
google/skills 1,664
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cloud-sql-basics
This file generates or explains Cloud SQL resources. Use this file when the user asks to create a Cloud SQL instance or database for MySQL, PostgreSQL, or SQL Server.
Cloud SQL manages third-party MySQL, PostgreSQL, and SQL Server instances as resources in Cloud SQL. For example, when Cloud SQL creates an open-source MySQL instance, the resulting resource is a Cloud SQL for MySQL instance that Google Cloud manages.
Cloud SQL handles backups, high availability, and secure connectivity for relational database workloads.
google/skills 1,664
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gemini-api
Guides the usage of the Gemini API on Agent Platform with the Google Gen AI SDK. Use when the user asks about using Gemini in an enterprise environment or explicitly mentions Vertex AI, Google Cloud, or Agent Platform. Covers SDK usage (Python, JS/TS, Go, Java, C#), capabilities like Live API, tools, multimedia generation, caching, and batch prediction.
google/skills 1,664
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insforge-dev
Use this skill set when contributing to the InsForge monorepo itself. This is for InsForge maintainers and contributors editing the platform, the shared dashboard package, the self-hosting shell, the UI library, shared schemas, tests, or docs.
InsForge/InsForge 7,704
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shared-schemas
Use this skill when contributing to InsForge's shared schema package. This is for maintainers editing published Zod contracts, exported types, and shared API payload definitions consumed by InsForge packages in this repo and other InsForge tooling.
InsForge/InsForge 7,704
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dashboard
Use this skill when contributing to InsForge's shared dashboard package. This is for maintainers editing `packages/dashboard`, which ships in `self-hosting` and `cloud-hosting` modes, and the local `frontend/` shell used for `self-hosting` in this repo.
InsForge/InsForge 7,704
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docs
Use this skill when contributing to InsForge's product documentation in this repository. This is for maintainers editing public docs in `docs/core-concepts`, agent docs in `docs/agent-docs`, SDK integration guides in `docs/sdks`, and OpenAPI specs in `openapi`.
InsForge/InsForge 7,704
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ui
Use this skill when contributing to InsForge's reusable UI package. This is for maintainers editing design-system primitives, exports, styles, and package-level component behavior in the InsForge monorepo.
InsForge/InsForge 7,704
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backend
Use this skill when contributing to InsForge's backend package. This is for maintainers editing backend routes, services, providers, auth, database logic, realtime, schedules, or backend tests in the InsForge monorepo.
InsForge/InsForge 7,704