Agent skills you can check before you install
Public SKILL.md skills from GitHub repositories with 50+ stars and from the vendors themselves, scanned and scored. Install any of them with one command in Claude Code, Cursor, Codex, GitHub Copilot or Gemini CLI.
45,199 skills from 2,196 repositories · updated 9 minutes ago
2,318 skills
- dspy-debugging-observabilityOmidZamani/dspy-skillsUse for debugging DSPy programs, inspect_history, tracing LLM calls, custom callbacks, observability, monitoring, and cost tracking.DevOpsNo warnings★ 124↓ —
- dspy-production-deploymentOmidZamani/dspy-skillsUse for deploying DSPy with save/load, configure_cache, restrict_pickle, track_usage, async execution, streaming, and production runtime controls.DevOpsNo warnings★ 124↓ —
- dspy-finetune-bootstrapOmidZamani/dspy-skillsUse for BootstrapFinetune, fine-tuning DSPy models, teacher-student distillation, weight optimization, and lower-cost deployment.DevOpsNo warnings★ 124↓ —
- deep-divenelsonwerd/idea-to-ship-skillsRigorous multi-agent deep-dive analysis for complex investigative tasks — auditing codebases, evaluating strategies or systems, validating designs, doing open-ended research. Deploys 4–6 specialist agents in parallel across distinct lanes, then synthesis, then adversarial red-team review, then optional patching — producing structured markdown research files plus a plain-English executive briefing with honest 1–10 confidence ratings. ALWAYS invoke when the user says any of "deep dive", "thorough audit", "rigorous analysis", "comprehensive review", "audit this codebase", "analyze the strategy", "evaluate this design", "review this thoroughly", or "research deep dive". Also invoke proactively for any open-ended investigative task involving a codebase, strategy, system design, or research question that warrants 30+ minutes of structured analysis — even when the user doesn't use these exact phrases.DevOpsReview first★ 90↓ —
- deploying-on-gcpancoleman/ai-design-componentsImplement applications using Google Cloud Platform (GCP) services. Use when building on GCP infrastructure, selecting compute/storage/database services, designing data analytics pipelines, implementing ML workflows, or architecting cloud-native applications with BigQuery, Cloud Run, GKE, Vertex AI, and other GCP services.DevOpsNo warnings★ 526↓ —
- optimizing-costsancoleman/ai-design-componentsOptimize cloud infrastructure costs through FinOps practices, commitment discounts, right-sizing, and automated cost management. Use when reducing cloud spend, implementing budget controls, or establishing cost visibility across AWS, Azure, GCP, and Kubernetes environments.DevOpsNo warnings★ 526↓ —
- resource-taggingancoleman/ai-design-componentsApply and enforce cloud resource tagging strategies across AWS, Azure, GCP, and Kubernetes for cost allocation, ownership tracking, compliance, and automation. Use when implementing cloud governance, optimizing costs, or automating infrastructure management.DevOpsNo warnings★ 526↓ —
- managing-secretsancoleman/ai-design-componentsManaging secrets (API keys, database credentials, certificates) with Vault, cloud providers, and Kubernetes. Use when storing sensitive data, rotating credentials, syncing secrets to Kubernetes, implementing dynamic secrets, or scanning code for leaked secrets.DevOpsNo warnings★ 526↓ —
- deploying-on-azureancoleman/ai-design-componentsDesign and implement Azure cloud architectures using best practices for compute, storage, databases, AI services, networking, and governance. Use when building applications on Microsoft Azure or migrating workloads to Azure cloud platform.DevOpsNo warnings★ 526↓ —
- file-operation-patternsTibsfox/gsd-skill-creatorSafe file operation patterns. Use when performing bulk file operations or writing deployment scripts.DevOpsNo warnings★ 71↓ —
- release-managementTibsfox/gsd-skill-creatorProvides release management strategies including deployment patterns, version control, and rollback procedures. Use when planning releases, managing deployments, or when user mentions 'release', 'canary', 'blue-green', 'rollback', 'feature flag', 'release train', 'semantic versioning', 'changelog', 'migration'.DevOpsNo warnings★ 71↓ —
- runbook-generatorTibsfox/gsd-skill-creatorGuidance for generating OpenStack runbooks with dual task/symptom indexing following NASA procedure standards. Use when creating incident response procedures, operational runbooks, or troubleshooting guides that must be verified against running infrastructure.DevOpsNo warnings★ 71↓ —
- aminet-indexTibsfox/gsd-skill-creatorManages Aminet INDEX infrastructure: fetch, parse, cache, and incremental update of ~84,000-entry package database. Use when managing INDEX data, checking freshness, or parsing .readme files.DevOpsNo warnings★ 71↓ —
- gitops-patternsTibsfox/gsd-skill-creatorProvides GitOps best practices for ArgoCD, Flux, Argo Rollouts, and progressive delivery strategies. Use when setting up GitOps workflows, configuring continuous delivery, managing Kubernetes deployments declaratively, or when user mentions 'gitops', 'argocd', 'flux', 'progressive delivery', 'reconciliation', 'argo rollouts', 'canary', 'sealed secrets'.DevOpsNo warnings★ 71↓ —
- institutional-flow-trackernicepkg/ai-workflowUse this skill to track institutional investor ownership changes and portfolio flows using 13F filings data. Analyzes hedge funds, mutual funds, and other institutional holders to identify stocks with significant smart money accumulation or distribution. Helps discover stocks before major moves by following where sophisticated investors are deploying capital.DevOpsNo warnings★ 288↓ —
- docker-patternsTibsfox/gsd-skill-creatorProvides Docker and containerization best practices including multi-stage builds, security hardening, and compose patterns. Use when writing Dockerfiles, optimizing images, setting up containers, or when user mentions 'Docker', 'container', 'Dockerfile', 'docker-compose', 'image'.DevOpsNo warnings★ 71↓ —
- rca-distributed-systemsTibsfox/gsd-skill-creatorRoot cause analysis techniques for modern distributed systems, microservices, and cloud infrastructure. Covers trace-based causality (OpenTelemetry, Jaeger, Tempo), service dependency graph analysis, DynaCausal-style dynamic causality-aware RCA, anomaly localization with metrics/logs/traces correlation, the Microsoft AgentRx framework for AI agent failures, chaos-engineering-as-RCA, and the 2025 industry shift toward causal-graph-based AIOps. Use when investigating a production incident in a microservice mesh, a Kubernetes cluster, a distributed database, or any system where the fault could originate in any of dozens of services and the causal chain runs through network hops, retries, timeouts, queues, and asynchronous message flows.DevOpsNo warnings★ 71↓ —
- nasa-se-methodologyTibsfox/gsd-skill-creatorNASA Systems Engineering methodology mapped to cloud operations. Use when planning, executing, verifying, or documenting OpenStack cloud infrastructure following NASA SP-6105 and NPR 7123.1 processes. Provides phase gate criteria, document templates, and cross-references for all 7 SE lifecycle phases applied to cloud deployment and operations.DevOpsNo warnings★ 71↓ —
- kubernetes-patternsTibsfox/gsd-skill-creatorProvides Kubernetes resource management, Helm chart patterns, service mesh configuration, and autoscaling strategies. Covers HPA, VPA, KEDA, operators, security contexts, and namespace isolation. Use when user mentions 'kubernetes', 'k8s', 'helm', 'istio', 'linkerd', 'service mesh', 'HPA', 'VPA', 'KEDA', 'pod security', 'resource quotas', 'operators'.DevOpsNo warnings★ 71↓ —
- openstack-kolla-ansibleTibsfox/gsd-skill-creatorKolla-Ansible deployment engine skill for containerized OpenStack lifecycle management. Use when bootstrapping, deploying, reconfiguring, or upgrading OpenStack environments. Covers globals.yml configuration, inventory management, container operations, rolling upgrades, password management, and troubleshooting deployment failures across all service containers. This is the meta-skill that manages the deployment lifecycle for all OpenStack services.DevOpsNo warnings★ 71↓ —
- doc-verifierTibsfox/gsd-skill-creatorGuidance for verifying documentation accuracy against running OpenStack infrastructure. Use when detecting documentation drift, validating operations procedures against live systems, or confirming that runbooks produce expected results on the deployed cloud. Implements NASA Product Verification (SP-6105 SS 5.3) applied to documentation artifacts.DevOpsNo warnings★ 71↓ —
- openstack-kolla-ansible-opsTibsfox/gsd-skill-creatorKolla-Ansible day-2 operations skill for post-deployment infrastructure lifecycle management. Covers service reconfiguration (globals.yml changes, config overrides, prechecks, targeted reconfigure with --tags), minor and major OpenStack upgrades (image pull, upgrade procedure, rollback), container management (restart, logs, health inspection), maintenance mode (compute disable, instance drain, host maintenance), password rotation, certificate renewal, and rolling updates. This skill is for operations after initial deployment -- the kolla-ansible deployment skill covers initial bootstrap and deploy.DevOpsNo warnings★ 71↓ —
- oral-historyTibsfox/gsd-skill-creatorHistorical argumentation, evidence-based writing, and oral history methods. Covers thesis development for historical arguments, evidence selection and deployment, counterargument construction and rebuttal, historical writing conventions, and the methodology of oral history as both source and practice. Use when constructing historical arguments, writing analytical essays, conducting oral history interviews, or assessing the quality of historical writing.DevOpsNo warnings★ 71↓ —
- portable-schema-generatorTibsfox/gsd-skill-creatorEmit Postgres.sql and SQLite.sql from a single schema spec so tools work across both drivers without duplicating DDL by hand. Use when designing a schema that needs to support both shared Postgres deployments and zero-config SQLite. Reduces two-file sync burden to a single source edit.DevOpsNo warnings★ 71↓ —