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Best agent skills for observability

We found 380 agent skills for observability in the catalog; these are the 15 that rank highest. The order comes from our rank, which weighs adoption, freshness, documentation and publisher identity. Nobody can pay for a place on this list. agent-observability, plano-observability-debugging and plano-agent-skills lead it. qdrant-monitoring, agentcore-observability-setup and ecs-operation-review are published by the company that makes them. agent-observability comes from the largest repository here (48,428 stars). 11 of the 15 had activity in the last 30 days. Each entry lists why it made the list and links to its install page.

Updated Oct 26, 2026 · Built from catalog data; how we rank and grade

Top 15 of 380

  1. 1
    agent-observability

    devops-skills

    Instrument AI agents with tracing, token metrics, latency, and cost visibility.

    • Largest repository here (48,428 stars)
    • Active in the last 30 days
    • Open source (MIT)

    ★ 48.4KLast active Oct 24, 2026Claude Code, Claude apps, Codex, Cursor +6

  2. 2
    plano-observability-debugging

    katanemo

    Improve Plano tracing and debugging workflows.

    • Repository has 7.1K stars
    • Active in the last 30 days
    • Open source (Apache-2.0)

    ★ 7.1KLast active Oct 24, 2026Claude Code, Claude apps, Codex, Cursor +6

  3. 3
    plano-agent-skills

    katanemo

    Best practices for building agents and agentic applications with Plano, including configuration, routing, orchestration, guardrails, observability, and…

    • Repository has 7.1K stars
    • Active in the last 30 days
    • Open source (Apache-2.0)

    ★ 7.1KLast active Oct 24, 2026Claude Code, Claude apps, Codex, Cursor +6

  4. 4
    nemo-relay-plugin-observability

    NVIDIA Corporation and Affiliates

    Use this skill when choosing or configuring NeMo Relay 0.6 or 0.7 observability through the built-in plugin, subscribers, or exporters, including raw ATOF…

    • Repository has 3.7K stars
    • Open source (Apache-2.0)

    ★ 3.7KLast active Jul 30, 2026Claude Code, Claude apps, Codex, Cursor +6

  5. 5
    runtime-debug

    OutThisLife

    Debug broken runtime/environments by checking logs and observability first, then code.

    • Active in the last 30 days
    • Open source (MIT)

    ★ 206Last active Sep 25, 2026Claude Code, Claude apps, Codex, Cursor +6

  6. 6
    qdrant-monitoring

    qdrantOfficial

    Guides Qdrant monitoring and observability setup.

    • Published by the vendor
    • Active in the last 30 days
    • Open source (Apache-2.0)

    ★ 263Last active Oct 19, 2026Claude Code, Claude apps, Codex, Cursor +6

  7. 7
    otel-browser

    ollygarden

    OpenTelemetry browser/RUM mechanics for SPAs and MPAs.

    • Active in the last 30 days
    • Open source (Apache-2.0)
    • Ships helper scripts

    ★ 116Last active Oct 21, 2026Claude Code, Claude apps, Codex, Cursor +6

  8. 8
    otel-collector-builder

    ollygarden

    Build custom OpenTelemetry Collector distributions with OCB (OpenTelemetry Collector Builder).

    • Active in the last 30 days
    • Open source (Apache-2.0)

    ★ 116Last active Oct 15, 2026Claude Code, Claude apps, Codex, Cursor +6

  9. 9
    agentcore-observability-setup

    vggargavOfficial

    Validates and bootstraps Amazon Bedrock AgentCore observability so customers can trace agent reasoning, detect silent failures, and measure performance before…

    • Published by the vendor
    • Active in the last 30 days
    • Open source (Apache-2.0)

    ★ 116Last active Oct 22, 2026Claude Code, Claude apps, Codex, Cursor +6

  10. 10
    ecs-operation-review

    shyamkulkarniOfficial

    Performs a comprehensive Amazon ECS operations review across the 6 review pillars (Resiliency & HA, Observability, Security, Operations, Performance…

    • Published by the vendor
    • Active in the last 30 days
    • Open source (Apache-2.0)

    ★ 116Last active Oct 22, 2026Claude Code, Claude apps, Codex, Cursor +6

  11. 11
    bedrock-adoption-readiness

    sruvedOfficial

    Amazon Bedrock production readiness assessment covering IAM governance, data retention (ZDR), quota and capacity headroom, and operational observability…

    • Published by the vendor
    • Active in the last 30 days
    • Open source (Apache-2.0)

    ★ 116Last active Oct 22, 2026Claude Code, Claude apps, Codex, Cursor +6

  12. 12
    observability-baseline

    avelikiy

    Scaffold-time observability so a shipped product is not blind in prod from day one — error capture (Sentry), request-id structured logging, and /healthz +…

    • Active in the last 30 days
    • Open source (MIT)

    ★ 105Last active Oct 23, 2026Claude Code, Claude apps, Codex, Cursor +6

  13. 13
    cloud-provisioning

    elasticOfficial

    Provision and operate Elastic Cloud infrastructure: create, connect to, update, and delete Serverless projects (Elasticsearch, Observability, Security)…

    • Published by the vendor
    • Open source (Apache-2.0)

    ★ 600Last active Sep 4, 2026Claude Code, Claude apps, Codex, Cursor +6

  14. 14
    observability-onboarding

    elasticOfficial

    Onboard an application into Elastic Observability with the Elastic Distribution of OpenTelemetry (EDOT): route on language and runtime, detect and replace a…

    • Published by the vendor
    • Open source (Apache-2.0)

    ★ 600Last active Sep 4, 2026Claude Code, Claude apps, Codex, Cursor +6

  15. 15
    monitoring-feature-observability

    kernel

    Add or adjust monitoring for a Hypeman feature using repository standards for logs, traces, and metrics.

    • Open source (MIT)

    ★ 371Last active Aug 5, 2026Claude Code, Claude apps, Codex, Cursor +6

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