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Observability
Skills
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| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 385 | Execute use when setting up log aggregation solutions using ELK, Loki, or Splunk. | jeremylongshore/ | 2.8k | — | ~1.1k | Automated safety check: Pass | MIT | yesterday |
| 386 | A skill your agent uses when reviewing, designing, or modifying Java enterprise systems that may support intermediary services, hosting services, online platforms, marketplaces, content moderation… | jabrena/ | 447 | — | ~3.2k | Automated safety check: Pass | Apache-2.0 | 4 days ago |
| 387 | A skill your agent uses when adding logging, metrics, or instrumentation — structured Logger usage, telemetry handler attachment, Ecto/Phoenix telemetry events. | j-morgan6/ | 167 | — | ~2.7k | Automated safety check: Pass | MIT | 3 mo ago |
| 388 | 388.Runtime Debug Debug broken runtime/environments by checking logs and observability first, then code. | OutThisLife/ | 199 | — | ~777 | Automated safety check: Pass | MIT | 5 days ago |
| 389 | Make runtime behavior visible and diagnosable. An agent skill from BlackBeltTechnology/pi-agent-dashboard. | BlackBeltTechnology/ | 315 | — | ~2.8k | Automated safety check: Pass | MIT | yesterday |
| 390 | 390.Observability A skill your agent uses when adding or reviewing logging, metrics, or tracing in an application, or when a production problem can't be diagnosed from the signals that exist today. | WrongStack/ | 371 | — | ~1.5k | Automated safety check: Pass | MIT | yesterday |
| 391 | Design or improve observability for application and delivery flows: logs, metrics, traces, correlation, alerts, and operational diagnostics. | managedcode/ | 138 | — | ~976 | Automated safety check: Pass | MIT | 4 days ago |
| 392 | A skill your agent uses when answering Scenario admin analytics questions about Creative Unit consumption, most-used models, usage by user or project, AI adoption observability, cached usage data… | scenario-labs/ | 946 | — | ~2.9k | Automated safety check: Pass | MIT | yesterday |
| 393 | Design, audit, and troubleshoot production monitoring and observability using user-impact checks, layered telemetry, USE/RED, SLI/SLO/SLA, error budgets, cardinality controls, actionable alerting… | AnastasiyaW/ | 154 | — | ~4.1k | Automated safety check: Pass | MIT | 2 days ago |
| 394 | Builds, configures, debugs, and optimizes AWS observability - operator-symptom questions and detecting Omni vs classic CloudWatch. | aws/ | 2.8k | — | ~7.2k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 395 | 395.Elk Stack Deploy and manage the ELK Stack (Elasticsearch, Logstash, Kibana) for log aggregation and analysis. | BagelHole/ | 1.2k | — | ~2.3k | Automated safety check: Pass | MIT | 4 mo ago |
| 396 | A skill your agent uses when you need to implement or improve Java logging and observability — including selecting SLF4J with Logback/Log4j2, applying proper log levels (ERROR, WARN, INFO, DEBUG… | jabrena/ | 447 | — | ~804 | Automated safety check: Pass | Apache-2.0 | 4 days ago |
| 397 | A skill your agent uses when you need to implement or improve Java metrics observability with Micrometer — including meter design, naming/tag conventions, cardinality control… | jabrena/ | 447 | — | ~868 | Automated safety check: Pass | Apache-2.0 | 4 days ago |
| 398 | A skill your agent uses when you need to implement or improve distributed tracing with OpenTelemetry in Java — including trace/span modeling, context propagation, semantic conventions, span… | jabrena/ | 447 | — | ~842 | Automated safety check: Pass | Apache-2.0 | 4 days ago |
| 399 | 399.Observability Agent observability, evals, feedback, and experiments. An agent skill from BuilderIO/agent-native. | BuilderIO/ | 7.1k | — | ~7.3k | Automated safety check: Pass | No licence | yesterday |
| 400 | A skill your agent uses when working with AWS Strands Agents SDK or Amazon Bedrock AgentCore platform for building AI agents. | sammcj/ | 162 | — | ~3k | Automated safety check: Pass | Apache-2.0 | 2 days ago |
| 401 | Observability and SRE expert. An agent skill from majiayu000/spellbook. | majiayu000/ | 287 | — | ~3.3k | Automated safety check: Pass | MIT | 3 days ago |
| 402 | 402.Dt Obs Logs Log querying, filtering, pattern analysis, and error rate calculation. | Dynatrace/ | 163 | — | ~2.4k | Automated safety check: Pass | Apache-2.0 | 10 days ago |
| 403 | [omh] Tracking cost, tokens, latency, or service health: prepare an operations command-board for wrapper-safe token, cost, latency, run history, queue, failure-mode, external metric-provider, and… | rlaope/ | 3.2k | — | ~2k | Automated safety check: Pass | MIT | yesterday |
| 404 | [omh] Imminent production launch or release: evaluate release, deploy, security, observability, rollback, docs, and support readiness without claiming production access. | rlaope/ | 3.2k | — | ~1.7k | Automated safety check: Pass | MIT | yesterday |
| 405 | A skill your agent uses when baseline NeMo Relay instrumentation exists and the user wants to configure or evaluate adaptive plugin behavior, including telemetry, state, adaptivehints… | NVIDIA/ | 192 | — | ~1.1k | Automated safety check: Pass | Apache-2.0 | 2 days ago |
| 406 | A skill your agent uses when choosing or configuring NeMo Relay 0.6 or 0.7 observability through the built-in plugin, subscribers, or exporters, including raw ATOF events, ATIF trajectories… | NVIDIA/ | 192 | — | ~1.7k | Automated safety check: Pass | Apache-2.0 | 2 days ago |
| 407 | Observability patterns for Python applications. An agent skill from aiskillstore/marketplace. | aiskillstore/ | 433 | 1 repo | ~1.3k | Automated safety check: Pass | No licence | yesterday |
| 408 | ANALYSIS SKILL — Day-0 AKS design advice: Automatic vs Standard, networking, identity, observability, upgrades, node pools, autoscaling and Spot. | jonathan-vella/ | 217 | — | ~2.1k | Automated safety check: Pass | MIT | yesterday |
| 409 | A Principal SRE interviewer focused on fault tolerance and monitoring. | PrepLabsAI/ | 112 | — | ~2.4k | Automated safety check: Pass | MIT | 4 days ago |
| 410 | 410.Backend Design Design backend architecture for implementation with API contracts, data model changes, service boundaries, security, and observability. | itseffi/ | 114 | — | ~474 | Automated safety check: Pass | MIT | 4 days ago |
| 411 | A skill your agent uses when the user asks to "set up monitoring", "configure observability", "onboard new service", "create saved view", "set up notifications", "configure webhook", "set up Slack… | coralogix/ | 121 | — | ~2.3k | Automated safety check: Pass | Apache-2.0 | 4 days ago |
| 412 | 412.Cx Olly This skill should be used when the user asks to "chat with AI", "ask Olly", "ask the agent", "send message to AI", "continue a chat", "follow up on chat", "get artifact", "download artifact", "list… | coralogix/ | 121 | — | ~1.7k | Automated safety check: Pass | Apache-2.0 | 4 days ago |
| 413 | 413.Skill Health Fleet skill observability with two views - health audits per-skill metrics and files/resolves issues in memory/issues/; analytics ranks the fleet by 7d runs, success rates, and anomaly flags. | aeonfun/ | 770 | — | ~7.8k | Automated safety check: Pass | MIT | yesterday |
| 414 | A skill your agent uses when your agent or environment is broken — wrong answers, errors, timeouts, tool failures, or CLI issues. | aws/ | 2.8k | — | ~7.7k | Automated safety check: Notes | Apache-2.0 | yesterday |
| 415 | This skill provides AWS cost optimization, monitoring, and operational best practices with integrated MCP servers for billing analysis, cost estimation, observability, and security assessment. | Microck/ | 404 | 1 repo | ~2.5k | Automated safety check: Pass | Unknown | 1 mo ago |
| 416 | DevOps knowledge reference covering Git workflows, testing strategies, DevSecOps, release pipeline orchestration (release.yml, multi-arch images, cosign integration), CI/CD pipelines, database… | telagod/ | 244 | — | ~422 | Automated safety check: Pass | MIT | 2 mo ago |
| 417 | 417.AI Bug Triage Hybrid fingerprint + LLM pipeline for bug classification, deduplication, and ticket generation. | petrkindlmann/ | 170 | — | ~5.2k | Automated safety check: Pass | MIT | 4 mo ago |
| 418 | Use production telemetry as INPUT to design new tests. An agent skill from petrkindlmann/qa-skills. | petrkindlmann/ | 170 | — | ~5.5k | Automated safety check: Pass | MIT | 4 mo ago |
| 419 | Scheduled probes that run CONTINUOUSLY after release. An agent skill from petrkindlmann/qa-skills. | petrkindlmann/ | 170 | — | ~5.8k | Automated safety check: Pass | MIT | 4 mo ago |
| 420 | Safe-release techniques DURING rollout: feature flags, progressive rollouts, canary analysis, guardrail metrics, production smoke tests, and synthetic users. | petrkindlmann/ | 170 | — | ~5.3k | Automated safety check: Pass | MIT | 4 mo ago |
| 421 | Vercel Marketplace expert guidance — discovering, installing, and managing third-party integrations via the vercel integration CLI. | vercel/ | 301 | — | ~2.3k | Automated safety check: Pass | Unknown | yesterday |
| 422 | 422.Release It Build production-ready systems with stability patterns: circuit breakers, bulkheads, timeouts, and retry logic. | wondelai/ | 2.4k | — | ~4k | Automated safety check: Pass | MIT | 1 mo ago |
| 423 | Add OpenTelemetry tracing to MATLAB code. An agent skill from matlab/matlab-agentic-toolkit. | matlab/ | 1.1k | — | ~4k | Automated safety check: Pass | Unknown | 3 days ago |
| 424 | 424.Observability Logs AI thoughts and decisions for human observability. An agent skill from YougLin-dev/Aha-Loop. | YougLin-dev/ | 181 | — | ~1.7k | Automated safety check: Pass | MIT | 8 mo ago |
| 425 | Unity Catalog governance, access control, and observability. | databricks/ | 345 | — | ~3k | Automated safety check: Pass | Unknown | yesterday |
| 426 | Monitoring and observability patterns for Prometheus metrics, Grafana dashboards, Langfuse v4 LLM tracing (astype, scorecurrentspan, shouldexportspan, LangfuseMedia), and drift detection. | yonatangross/ | 292 | — | ~2.2k | Automated safety check: Pass | MIT | yesterday |
| 427 | Network flow analysis in Dynatrace across three sources: OneAgent flows (host/process/pod-to-peer connections in the defaultnetworkflows Grail bucket), NetFlow/IPFIX/sFlow (via an OpenTelemetry… | Dynatrace/ | 163 | — | ~2k | Automated safety check: Pass | Apache-2.0 | 10 days ago |
| 428 | 428.Dt Obs Genai Analyze & debug GenAI/LLM apps: token cost & caching by prompt, model & provider; latency/errors; agent & tool loops/failures; conversations; guardrails; evaluations; OpenTelemetry/dt-evals setup. | Dynatrace/ | 163 | — | ~4.5k | Automated safety check: Pass | Apache-2.0 | 10 days ago |
| 429 | A skill your agent uses when the user is deploying or operating the DOCA Argus Service — the packaged BlueField-side runtime-security container that watches the BlueField and attached host for… | NVIDIA/ | 3.6k | — | ~4.8k | Automated safety check: Pass | Apache-2.0 | 2 days ago |
| 430 | 430.Opentelemetry Platform-agnostic OpenTelemetry reference — signal selection (traces/metrics/logs), span design, context propagation (W3C TraceContext), sampling strategies, and OTLP exporter config. | mizchi/ | 360 | — | ~1.3k | Automated safety check: Pass | No licence | 9 days ago |
| 431 | A skill your agent uses when designing, auditing, refactoring, or explaining an agentic harness for any domain, especially when work must continue from a measured gap to verified completion. | AnastasiyaW/ | 154 | — | ~5.4k | Automated safety check: Pass | MIT | 2 days ago |
| 432 | A skill your agent uses when measuring or improving agent quality and performance — set up evaluators, online monitoring, CI/CD quality gates, observability, or cost optimization. | aws/ | 2.8k | — | ~914 | Automated safety check: Notes | Apache-2.0 | yesterday |
