DevOps & Infra

teoslayer Bundle

Deploy a competitive intelligence system with 4 agents for crawling, analysis, tracking, and alerting. Use this skill when: 1. User wants to set up competitor monitoring or market intelligence 2. User is configuring an agent as part of a competitive intelligence setup 3. User asks about web crawling, market analysis, or competitor tracking across agents Do NOT use this skill when: - User wants to stream a single data feed (use pilot-stream-data instead) - User wants to send a one-off Slack message (use pilot-slack-bridge instead)

teoslayer Bundle

Deploy a customer support triage system with 3 agents. Use this skill when: 1. User wants to set up automated support ticket routing and triage 2. User is configuring an agent as part of a customer support workflow 3. User asks about automating ticket classification, resolution, or escalation Do NOT use this skill when: - User wants a single priority queue (use pilot-priority-queue instead) - User wants to send a one-off webhook (use pilot-webhook-bridge instead)

teoslayer Bundle

Deploy a backup and disaster recovery system with 4 agents. Use this skill when: 1. User wants to set up automated backup infrastructure 2. User is configuring a scheduler, backup, offsite replica, or restore tester agent 3. User asks about disaster recovery, offsite sync, or backup verification Do NOT use this skill when: - User wants a single backup operation (use pilot-backup instead) - User wants to verify a single file (use pilot-verify instead)

teoslayer Bundle

Deploy a fraud detection pipeline with 4 agents. Use this skill when: 1. User wants to set up real-time transaction monitoring with escalation through analysis, investigation, and enforcement 2. User is configuring agents for fraud detection, behavioral analysis, or transaction screening 3. User asks about fraud pipelines, blocklist management, or suspicious activity workflows Do NOT use this skill when: - User wants a single blocklist check (use pilot-blocklist instead) - User wants to filter events without a full pipeline (use pilot-event-filter instead) - User only needs transaction streaming (use pilot-stream-data instead)

teoslayer Bundle

Deploy a multi-region content distribution system with 4 agents. Use this skill when: 1. User wants to sync content across geographic regions 2. User is configuring an origin or edge node for content distribution 3. User asks about CDN-like content replication between agents Do NOT use this skill when: - User wants to sync a single file (use pilot-sync instead) - User wants a one-shot file transfer (use pilot-share instead)

teoslayer Bundle

Deploy a supply chain orchestration pipeline with 4 agents. Use this skill when: 1. User wants to set up coordinated inventory, logistics, procurement, and compliance agents 2. User is configuring warehouse management with automated reorder workflows 3. User asks about supply chain automation, procurement pipelines, or shipping compliance Do NOT use this skill when: - User wants a single inventory dashboard (use pilot-metrics instead) - User wants to send a one-off alert for low stock (use pilot-alert instead) - User only needs webhook integration with a supplier API (use pilot-webhook-bridge instead)

teoslayer Bundle

Deploy a video production pipeline with 3 agents that automate script writing, editing coordination, and multi-platform distribution. Use this skill when: 1. User wants to set up a video production or content creation pipeline 2. User is configuring an agent as part of a video editing or publishing workflow 3. User asks about automating video scripts, editing tasks, or multi-platform distribution Do NOT use this skill when: - User wants to share a single file (use pilot-share instead) - User wants a one-off webhook notification (use pilot-webhook-bridge instead)

teoslayer Bundle

Deploy a quality assurance pipeline with 3 agents that automate test generation, execution, and reporting. Use this skill when: 1. User wants to set up an automated QA or testing pipeline 2. User is configuring an agent as part of a test automation workflow 3. User asks about automating test generation, execution, or quality reporting across agents Do NOT use this skill when: - User wants to run a single test suite (use pilot-task-parallel instead) - User wants a one-off alert notification (use pilot-alert instead)

teoslayer Bundle

Deploy a security operations center pipeline with 4 agents. Use this skill when: 1. User wants to set up a SOC or security monitoring pipeline 2. User is configuring a log collector, threat analyzer, enforcer, or dashboard agent 3. User asks about threat detection, blocklisting, or security event correlation Do NOT use this skill when: - User wants a single security check (use pilot-watchdog instead) - User wants to blocklist one agent (use pilot-blocklist instead)

antgroup Skill

Automated backup solution for macOS with cloud sync. Never lose your important files again. Use when: backup setup, time machine, cloud backup, automated backup

kumaran-is Bundle

Use when designing or modifying a RAG (Retrieval-Augmented Generation) pipeline — picking chunking strategy, embedding models, retrieval methods, reranking, fusion (RRF), abstention, multi-tenancy patterns, or evaluating whether RAG is the right tool at all. Triggers on phrases like "design a RAG system", "build retrieval", "RAG architecture", "should I use RAG", "chunking strategy", "hybrid retrieval", "reranker choice", "vector database", "embedding model selection".

kumaran-is Bundle

Terraform/OpenTofu best practices, testing strategy, naming conventions, and CI/CD integration. Load BEFORE writing any Terraform module or environment config. Triggers: terraform test, terraform module, terraform naming, IaC best practices, terratest, terraform ci/cd, terraform version, for_each vs count, terraform structure, terraform conventions.

kumaran-is Bundle

Use for all vector database work — pgvector schema design, Weaviate collection creation, RAG pipeline scaffolding, embedding model selection, index tuning (HNSW vs IVFFlat), and embedding model migration. Triggers on: 'vector search', 'pgvector', 'weaviate', 'embedding', 'RAG pipeline', 'semantic search', 'hybrid search', 'nearest neighbor', 'vector index', 're-embedding', 'ANN index'. Use whenever vectors, embeddings, or similarity search are involved, even if not explicitly named.

kumaran-is Bundle

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. Use when deploying ADK agents to production, not for agent code patterns (use google-adk) or project scaffolding.

kumaran-is Bundle

CI/CD pipeline design and deployment automation for all stacks — GitHub Actions workflows, Docker multi-stage builds, Cloud Run deployments, Flutter distribution, and Firebase rule deployments. Use when setting up or reviewing CI/CD pipelines, deployment workflows, or automated release processes.

kumaran-is Bundle

Validate MCP (Model Context Protocol) server tools end-to-end after code changes. Use this skill whenever the user is building, modifying, or deploying an MCP server and needs to verify that all registered tools actually work — not just that the server starts. Triggers on mentions of "MCP server", "MCP tools", "tool validation", "tools/list", "tools/call", or any task where Docker rebuild + health check is followed by a need to confirm tool behavior. Also triggers when the user wants an automated feedback loop that detects tool failures, fixes code, redeploys, and re-tests until green before raising a PR. Do NOT use for general API testing, unit tests, or non-MCP servers.

kumaran-is Bundle

Comprehensive uv workflows for Python 3.14 — virtual environments, lockfiles, Python version pinning, monorepo workspaces, Docker integration, CI/CD caching, and migration from pip/Poetry/pip-tools. Use when working with uv beyond basic uv add/uv init.

kumaran-is Bundle

Build complete AI applications with Weaviate — Query Agent chatbots, data explorers, multimodal PDF RAG, basic/advanced/agentic RAG pipelines, and DSPy tool-calling agents. Use when scaffolding a full-stack Weaviate application from scratch. Triggers: 'build a chatbot', 'RAG pipeline', 'Query Agent app', 'document search', 'data explorer', 'multimodal search', 'agentic RAG', 'Weaviate app'.

kumaran-is Skill

CI/CD visual regression setup and pre-commit visual verification checklist. Scoped complement to reality-checker agent — adds: visual regression tool ecosystem (Chromatic, Percy, Applitools, BackstopJS, Playwright Visual), 13-item mandatory verification checklist, and GitHub Actions screenshot diff pipelines. Use when setting up automated visual regression tests in CI/CD or running systematic pre-PR visual verification beyond what reality-checker provides.

kumaran-is Skill

Audits GitHub Actions workflows for security vulnerabilities in Claude Code Action integrations. Detects 9 attack vectors where attacker-controlled GitHub event data reaches Claude running in CI/CD — including env var intermediaries, direct expression injection, PR target misuse, dangerous sandbox configs, and wildcard allowlists. Use when reviewing .github/workflows/ files that invoke anthropics/claude-code-action, before adding Claude Code Action to a repo, or after a security review request on CI/CD pipelines.

kumaran-is Bundle

ADK observability, Cloud Trace, prompt logging, agent analytics, BigQuery agent logs, ADK monitoring, ADK telemetry. Use when configuring tracing, logging, or analytics for ADK agents, debugging production agent behavior, or setting up monitoring for a deployed agent.

kumaran-is Skill

Firebase Hosting for static SPAs and web apps. Use when configuring firebase.json hosting block, deploying a static site to Firebase Hosting, creating preview channels for PR review, or setting up GitHub Actions CI/CD with Workload Identity Federation. Do NOT use for Firebase App Hosting (SSR). Triggers: firebase hosting, deploy angular spa, firebase hosting deploy, preview channel, static site deploy, firebase ci/cd, hosting rewrite.

kumaran-is Bundle

Generates project documentation including READMEs, docstrings (JSDoc, JavaDoc, Python docstrings), OpenAPI prose, and CI/CD doc pipelines. Use when asked to generate docs, write docstrings, automate documentation, or create README files.

kumaran-is Bundle

Reusable GCP Terraform module patterns for Cloud Run v2, Cloud SQL PostgreSQL, Artifact Registry, VPC, Secret Manager, and Workload Identity Federation. Load when creating or consuming reusable Terraform modules for GCP. Triggers: terraform module, reusable terraform, gcp module, terraform library, cloud run module, cloud sql module, artifact registry module, wif module, terraform module structure.

kumaran-is Bundle

3-role pipeline (Implementer -> Spec Reviewer -> Quality Reviewer) for plan-driven multi-task implementation. Supports subagent dispatch (Agent tool) and Agent Teams (TeamCreate). Use when a plan file exists in docs/plans/ and work spans 3+ tasks.

cowork-os Bundle

Cloud migration strategy and execution: assessment frameworks, migration patterns, database migration, network cutover, and multi-cloud planning.

cowork-os Bundle

Docker Compose operations: service orchestration, compose file authoring, multi-stage builds, networking, volumes, and production configurations.

cowork-os Bundle

Transcribe audio via OpenAI Whisper, Atlas Cloud, or MuAPI speech-to-text APIs.

cowork-os Skill

Orchestrate pi-finder and optional pi-librarian to produce a compact context pack and Codex kickoff prompt before coding.

vishuwa2004 Bundle

Clear every memoized layer in a command or skill pipeline so dynamic updates invalidate outer derived views as well as inner source caches.

openlabor Skill

Automated YouTube Shorts creation — from topic to published video with AI script, visuals, voiceover, captions, and upload

openlabor Skill

Configure build pipelines

openlabor Skill

Manage production deployments

aradotso Skill

Scaffold, test, and deploy MCP servers in TypeScript or Python with example tools, OpenAPI import, and Cloudflare Workers deployment

aradotso Skill

Deploy and configure Logos Router for distributed zero-drift AI reasoning with adaptive Claude Opus-style thinking and consensus validation

aradotso Skill

Build and deploy authenticated remote MCP servers with GitHub OAuth on Cloudflare Workers, featuring PostgreSQL integration and dual transport protocols