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| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | Deploy, start, and update the Alibaba Cloud Observability MCP Server (阿里云可观测 MCP Server). | aliyun/ | 166 | — | ~2.6k | Automated safety check: Notes | No licence | 2 mo ago |
| 2 | Best-practices reference for preparing and instrumenting applications on Temps. | gotempsh/ | 833 | — | ~2.9k | Automated safety check: Pass | Apache-2.0 | today |
| 3 | Debugs a single Linux host or container runtime at the kernel level with the standalone ig binary and eBPF gadgets, read-only and without Kubernetes. | inspektor-gadget/ | 2.9k | — | ~2.4k | Automated safety check: Notes | Apache-2.0 | yesterday |
| 4 | Develops Go microservices with Kratos v2 following official design philosophy, DDD/Clean Architecture layout, Protobuf API, error/config/middleware patterns, and observability. | aide-family/ | 253 | — | ~1.5k | Automated safety check: Pass | No licence | 3 mo ago |
| 5 | Scaffold a new SkyWalking Python instrumentation plugin with all required files (plugin code, tests, docker-compose, expected data, services) | apache/ | 219 | — | ~3.3k | Automated safety check: Pass | Apache-2.0 | 3 days ago |
| 6 | Monitor hosts, Docker containers, Kubernetes clusters, database/queue/cache servers, and cloud-provider metrics with Pydantic Logfire — no application code required. | pydantic/ | 140 | — | ~1.8k | Automated safety check: Pass | MIT | 10 days ago |
| 7 | Build Docker test images and run SkyWalking Python plugin/unit/e2e tests locally, mirroring the CI pipeline | apache/ | 219 | — | ~2.3k | Automated safety check: Pass | Apache-2.0 | 3 days ago |
| 8 | Build custom OpenTelemetry Collector distributions with OCB (OpenTelemetry Collector Builder). | ollygarden/ | 106 | — | ~2k | Automated safety check: Pass | Apache-2.0 | today |
| 9 | A skill your agent uses when building cloud-native apps. An agent skill from moeru-ai/auv. | moeru-ai/ | 100 | 1 repo | ~1k | Automated safety check: Pass | Apache-2.0 | today |
| 10 | OpenTelemetry profiles signal and the eBPF profiler (otelcol-ebpf-profiler, profiling receiver). | ollygarden/ | 106 | — | ~1.8k | Automated safety check: Pass | Apache-2.0 | today |
| 11 | Guides Docker, CI/CD pipelines, deployment strategies, infrastructure as code, and observability setup. | CloudAI-X/ | 1.4k | — | ~2.7k | Automated safety check: Notes | MIT | 4 days ago |
| 12 | Installs clidash, a dependency-free web dashboard that turns the JSON resource listings of a CLI such as NanoClaw's ncl into read-only tabs and tables. | nanocoai/ | 31k | — | ~1.6k | Automated safety check: Pass | MIT | today |
| 13 | Build a unified telemetry pipeline with Grafana Alloy — one OpenTelemetry-compatible binary that collects metrics, logs, traces, and profiles and ships to Grafana Cloud / Prometheus / Loki / Tempo /… | grafana/ | 282 | — | ~1.3k | Automated safety check: Pass | Apache-2.0 | 2 days ago |
| 14 | A skill your agent uses for VSS live metrics, OpenTelemetry traces, pipeline bottlenecks, and metrics-panel troubleshooting. | open-edge-platform/ | 171 | — | ~913 | Automated safety check: Pass | Apache-2.0 | yesterday |
| 15 | A skill your agent uses when adding a new infrastructure component (worker, scheduler, database, redis, ingress, observability) to the Aegis Stack framework itself, or adding a new variant axis… | lbedner/ | 143 | — | ~5.3k | Automated safety check: Pass | MIT | yesterday |
| 16 | Pre-production audit, hardening, and go-live checklists for FrontMCP servers. | agentfront/ | 146 | — | ~6.5k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 17 | Debug broken runtime/environments by checking logs and observability first, then code. | OutThisLife/ | 199 | — | ~777 | Automated safety check: Pass | MIT | 5 days ago |
| 18 | 18.AWS Harness Build a new AI agent on AWS and deploy it easily, OR wrap and deploy an agent you already have, using the Amazon Bedrock AgentCore harness. | hoodini/ | 282 | — | ~4.2k | Automated safety check: Notes | No licence | 3 mo ago |
| 19 | Provides comprehensive patterns for deploying Next.js applications to production. | giuseppe-trisciuoglio/ | 357 | — | ~2.3k | Automated safety check: Notes | MIT | 1 mo ago |
| 20 | Build a new production-ready service from scratch — config management, health checks, graceful shutdown, structured logging. | jeremylongshore/ | 2.8k | — | ~804 | Automated safety check: Notes | MIT | yesterday |
| 21 | 21.Vigil Recon Observability reconnaissance — inventory what monitoring exists, map coverage, highlight blind spots. | jeremylongshore/ | 2.8k | — | ~1.1k | Automated safety check: Notes | MIT | yesterday |