Ship & operate
32,713 rows, by stacks then stars
969 of these skill files have been read, by 779 distinct authors, and what they tell an agent counted. What Ship & operate authors agree on, and what they forbid
Google cloud recipe networking observability
jmxt3/gitscape.ai/.agents/skills/google-cloud-recipe-networking-observability Skill
32★ repoScan any agent skill — authored or compiled — for prompt injection, secrets, and malicious execution before it touches your agent. Or compile the long tail on the fly.
Observability and instrumentation
jmxt3/gitscape.ai/.agents/skills/observability-and-instrumentation Skill
32★ repoScan any agent skill — authored or compiled — for prompt injection, secrets, and malicious execution before it touches your agent. Or compile the long tail on the fly.
jmxt3/gitscape.ai/.agents/skills/shipping-and-launch Skill
32★ repoScan any agent skill — authored or compiled — for prompt injection, secrets, and malicious execution before it touches your agent. Or compile the long tail on the fly.
itallstartedwithaidea/agent-skills/skills/infrastructure/ci-cd-pipelines Skill
31★ repoThe definitive open-source agent skills library for AI-powered Google Ads management. 73+ skills across 10 categories. Built for googleadsagent.ai™. Works with Claude Code, Cursor, Codex, Gemini, and more.
itallstartedwithaidea/agent-skills/skills/infrastructure/cloudflare-workers Skill
31★ repoThe definitive open-source agent skills library for AI-powered Google Ads management. 73+ skills across 10 categories. Built for googleadsagent.ai™. Works with Claude Code, Cursor, Codex, Gemini, and more.
itallstartedwithaidea/agent-skills/skills/infrastructure/observability Skill
31★ repoThe definitive open-source agent skills library for AI-powered Google Ads management. 73+ skills across 10 categories. Built for googleadsagent.ai™. Works with Claude Code, Cursor, Codex, Gemini, and more.
itallstartedwithaidea/agent-skills/skills/infrastructure/service-discovery Skill
31★ repoThe definitive open-source agent skills library for AI-powered Google Ads management. 73+ skills across 10 categories. Built for googleadsagent.ai™. Works with Claude Code, Cursor, Codex, Gemini, and more.
itallstartedwithaidea/agent-skills/skills/productivity/workflow-orchestration Skill
31★ repoThe definitive open-source agent skills library for AI-powered Google Ads management. 73+ skills across 10 categories. Built for googleadsagent.ai™. Works with Claude Code, Cursor, Codex, Gemini, and more.
itallstartedwithaidea/agent-skills/skills/web-frontend/edge-deployment Skill
31★ repoThe definitive open-source agent skills library for AI-powered Google Ads management. 73+ skills across 10 categories. Built for googleadsagent.ai™. Works with Claude Code, Cursor, Codex, Gemini, and more.
0xGhostCAT/claude-ai-cyber-security-skills/skills/09-continuous-monitoring Skill
no license30★ repo30 Claude Code Skills + 60+ integrated tools for HackerOne/Bugcrowd bug bounty hunters
0xGhostCAT/claude-ai-cyber-security-skills/skills/22-subdomain-takeover Skill
no license30★ repo30 Claude Code Skills + 60+ integrated tools for HackerOne/Bugcrowd bug bounty hunters
0xGhostCAT/claude-ai-cyber-security-skills/skills/23-cache-poisoning Skill
no license30★ repo30 Claude Code Skills + 60+ integrated tools for HackerOne/Bugcrowd bug bounty hunters
0xGhostCAT/claude-ai-cyber-security-skills/skills/27-cloud-misconfig Skill
no license30★ repo30 Claude Code Skills + 60+ integrated tools for HackerOne/Bugcrowd bug bounty hunters
ammawla/encode-toolkit/plugin/skills/visualization-workflow Skill
30★ repoMCP server and Claude Plugin for a full ENCODE Project genomic data and analysis toolkit — search, download, track, and analyze functional genomics experiments
ammawla/encode-toolkit/skills/visualization-workflow Skill
30★ repoMCP server and Claude Plugin for a full ENCODE Project genomic data and analysis toolkit — search, download, track, and analyze functional genomics experiments
NickCrew/Claude-Cortex/skills/codex-code-review Skill
30★ repoClaude Cortex
NickCrew/Claude-Cortex/skills/git-ops Skill
30★ repoClaude Cortex
NickCrew/Claude-Cortex/skills/github-actions-workflows Skill
30★ repoClaude Cortex
NickCrew/Claude-Cortex/skills/helm-chart-patterns Skill
30★ repoClaude Cortex
NickCrew/Claude-Cortex/skills/implementation-workflow Skill
30★ repoClaude Cortex
NickCrew/Claude-Cortex/skills/incident-response Skill
30★ repoClaude Cortex
Kubernetes deployment patterns
NickCrew/Claude-Cortex/skills/kubernetes-deployment-patterns Skill
30★ repoClaude Cortex
NickCrew/Claude-Cortex/skills/kubernetes-security-policies Skill
30★ repoClaude Cortex
NickCrew/Claude-Cortex/skills/release-analysis Skill
30★ repoClaude Cortex
NickCrew/Claude-Cortex/skills/release-prep Skill
30★ repoClaude Cortex
NickCrew/Claude-Cortex/skills/terraform-best-practices Skill
30★ repoClaude Cortex
iliaal/ai-skills/skills/terraform Skill
30★ repoCurated collection of agent skills for AI coding assistants.
blackblue-labs/skill2/tests/fixtures/visualize-library/skills/release-notes-drafter Skill
30★ repoSkills for your skills. Create, test, audit, package, and visualize Agent Skill libraries—locally.
Enrich with aws security agent
aws-samples/sample-devops-agent-tools/skills/enrich-with-aws-security-agent Skill
30★ repoOpen-source tools for AWS DevOps Agent - extend DevOps Agent with ready-to-use skills, custom agents, and other tools, for incident response, root cause analysis, and operational troubleshooting
MoizIbnYousaf/marketing-cli/skills/axi Skill
29★ repoAgent-native marketing CLI: 58 skills, 5 research agents, brand memory that compounds across sessions, and a local Studio dashboard. One npm install, then /cmo in your coding agent.
MoizIbnYousaf/marketing-cli/skills/launch-strategy Skill
29★ repoAgent-native marketing CLI: 58 skills, 5 research agents, brand memory that compounds across sessions, and a local Studio dashboard. One npm install, then /cmo in your coding agent.
ContextJet-ai/awesome-llm-observability/skills/choose-observability-stack Skill
no license29★ repo50+ curated LLM observability tools PLUS 26 Agent Skills (several with runnable, unit-tested scripts) to build, evaluate, debug, secure & monitor reliable LLM apps. Tracing, evals, guardrails, LLMOps.
ContextJet-ai/awesome-llm-observability/skills/instrument-llm-observability Skill
no license29★ repo50+ curated LLM observability tools PLUS 26 Agent Skills (several with runnable, unit-tested scripts) to build, evaluate, debug, secure & monitor reliable LLM apps. Tracing, evals, guardrails, LLMOps.
ContextJet-ai/awesome-llm-observability/skills/set-up-drift-alerts Skill
no license29★ repo50+ curated LLM observability tools PLUS 26 Agent Skills (several with runnable, unit-tested scripts) to build, evaluate, debug, secure & monitor reliable LLM apps. Tracing, evals, guardrails, LLMOps.
Data observability and sla management
vaquarkhan/data-engineering-agent-skills/skills/data-observability-and-sla-management Skill
29★ repoProduction-grade Agent Skills for data engineering AI agents: 73 workflows, platform presets, safe backfill/replay, Kafka & Spark reliability, MCP observability, and VS Code/JetBrains installers.
Data platform ci cd and release management
vaquarkhan/data-engineering-agent-skills/skills/data-platform-ci-cd-and-release-management Skill
29★ repoProduction-grade Agent Skills for data engineering AI agents: 73 workflows, platform presets, safe backfill/replay, Kafka & Spark reliability, MCP observability, and VS Code/JetBrains installers.
Mcp data observability integration
vaquarkhan/data-engineering-agent-skills/skills/mcp-data-observability-integration Skill
29★ repoProduction-grade Agent Skills for data engineering AI agents: 73 workflows, platform presets, safe backfill/replay, Kafka & Spark reliability, MCP observability, and VS Code/JetBrains installers.
Microsoft purview and azure data governance
vaquarkhan/data-engineering-agent-skills/skills/microsoft-purview-and-azure-data-governance Skill
29★ repoProduction-grade Agent Skills for data engineering AI agents: 73 workflows, platform presets, safe backfill/replay, Kafka & Spark reliability, MCP observability, and VS Code/JetBrains installers.
Spark serverless reliability and state management
vaquarkhan/data-engineering-agent-skills/skills/spark-serverless-reliability-and-state-management Skill
29★ repoProduction-grade Agent Skills for data engineering AI agents: 73 workflows, platform presets, safe backfill/replay, Kafka & Spark reliability, MCP observability, and VS Code/JetBrains installers.
Terraform and data platform infrastructure
vaquarkhan/data-engineering-agent-skills/skills/terraform-and-data-platform-infrastructure Skill
29★ repoProduction-grade Agent Skills for data engineering AI agents: 73 workflows, platform presets, safe backfill/replay, Kafka & Spark reliability, MCP observability, and VS Code/JetBrains installers.
saeed-vayghan/gemini-agent-skills/.gemini/skills/azure-infra-engineer Skill
29★ repoA comprehensive collection of expert AI Agent Skills for Google Gemini, featuring a powerful CLI to convert and optimize Claude Code agents for the Gemini ecosystem.
saeed-vayghan/gemini-agent-skills/.gemini/skills/cloud-architect Skill
29★ repoA comprehensive collection of expert AI Agent Skills for Google Gemini, featuring a powerful CLI to convert and optimize Claude Code agents for the Gemini ecosystem.
saeed-vayghan/gemini-agent-skills/.gemini/skills/deployment-engineer Skill
29★ repoA comprehensive collection of expert AI Agent Skills for Google Gemini, featuring a powerful CLI to convert and optimize Claude Code agents for the Gemini ecosystem.
saeed-vayghan/gemini-agent-skills/.gemini/skills/devops-engineer Skill
29★ repoA comprehensive collection of expert AI Agent Skills for Google Gemini, featuring a powerful CLI to convert and optimize Claude Code agents for the Gemini ecosystem.
saeed-vayghan/gemini-agent-skills/.gemini/skills/devops-incident-responder Skill
29★ repoA comprehensive collection of expert AI Agent Skills for Google Gemini, featuring a powerful CLI to convert and optimize Claude Code agents for the Gemini ecosystem.
saeed-vayghan/gemini-agent-skills/.gemini/skills/dx-optimizer Skill
29★ repoA comprehensive collection of expert AI Agent Skills for Google Gemini, featuring a powerful CLI to convert and optimize Claude Code agents for the Gemini ecosystem.
saeed-vayghan/gemini-agent-skills/.gemini/skills/git-workflow-manager Skill
29★ repoA comprehensive collection of expert AI Agent Skills for Google Gemini, featuring a powerful CLI to convert and optimize Claude Code agents for the Gemini ecosystem.
saeed-vayghan/gemini-agent-skills/.gemini/skills/it-ops-orchestrator Skill
29★ repoA comprehensive collection of expert AI Agent Skills for Google Gemini, featuring a powerful CLI to convert and optimize Claude Code agents for the Gemini ecosystem.
saeed-vayghan/gemini-agent-skills/.gemini/skills/kubernetes-specialist Skill
29★ repoA comprehensive collection of expert AI Agent Skills for Google Gemini, featuring a powerful CLI to convert and optimize Claude Code agents for the Gemini ecosystem.
saeed-vayghan/gemini-agent-skills/.gemini/skills/performance-monitor Skill
29★ repoA comprehensive collection of expert AI Agent Skills for Google Gemini, featuring a powerful CLI to convert and optimize Claude Code agents for the Gemini ecosystem.
saeed-vayghan/gemini-agent-skills/.gemini/skills/sre-engineer Skill
29★ repoA comprehensive collection of expert AI Agent Skills for Google Gemini, featuring a powerful CLI to convert and optimize Claude Code agents for the Gemini ecosystem.
saeed-vayghan/gemini-agent-skills/.gemini/skills/terraform-engineer Skill
29★ repoA comprehensive collection of expert AI Agent Skills for Google Gemini, featuring a powerful CLI to convert and optimize Claude Code agents for the Gemini ecosystem.
saeed-vayghan/gemini-agent-skills/.gemini/skills/workflow-orchestrator Skill
29★ repoA comprehensive collection of expert AI Agent Skills for Google Gemini, featuring a powerful CLI to convert and optimize Claude Code agents for the Gemini ecosystem.
mcparmory/registry/com.mcparmory/circleci MCP server
no license29★ repoManage CI/CD pipelines, workflows, and job metrics across projects
mcparmory/registry/com.mcparmory/grafana MCP server
no license29★ repoManage dashboards, users, teams, alerts, data sources, and access control
mcparmory/registry/com.mcparmory/pagerduty MCP server
no license29★ repoManage incidents, on-call schedules, escalation policies, and alert notifications
ItamarZand88/awesome-agent-conventions/conventions/skill-md/examples/content-comms/press-release-writer Skill
28★ repoA curated guide to convention files AI agents read, write, and act on: AGENTS.md, CLAUDE.md, SKILL.md, llms.txt, MCP configs, rules, and examples.
ItamarZand88/awesome-agent-conventions/conventions/skill-md/examples/data-analysis/wshobson-ml-pipeline-workflow Skill
28★ repoA curated guide to convention files AI agents read, write, and act on: AGENTS.md, CLAUDE.md, SKILL.md, llms.txt, MCP configs, rules, and examples.
ItamarZand88/awesome-agent-conventions/conventions/skill-md/examples/design-creative/claw3d-print-workflow Skill
28★ repoA curated guide to convention files AI agents read, write, and act on: AGENTS.md, CLAUDE.md, SKILL.md, llms.txt, MCP configs, rules, and examples.
Wshobson github actions templates
ItamarZand88/awesome-agent-conventions/conventions/skill-md/examples/dev-tooling/wshobson-github-actions-templates Skill
28★ repoA curated guide to convention files AI agents read, write, and act on: AGENTS.md, CLAUDE.md, SKILL.md, llms.txt, MCP configs, rules, and examples.