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Observability
Skills
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| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 433 | 433.Loki Logging Configure Grafana Loki for log aggregation and analysis. An agent skill from BagelHole/DevOps-Security-Agent-Skills. | BagelHole/ | 1.2k | — | ~2.4k | Automated safety check: Pass | MIT | 4 mo ago |
| 434 | 434.Opentelemetry Instrument applications and infrastructure with OpenTelemetry for unified traces, metrics, and logs. | BagelHole/ | 1.2k | — | ~3.6k | Automated safety check: Pass | MIT | 4 mo ago |
| 435 | A skill your agent uses for debugging DSPy programs, inspecthistory, tracing LLM calls, custom callbacks, observability, monitoring, and cost tracking. | OmidZamani/ | 123 | — | ~2.1k | Automated safety check: Warn | MIT | 3 mo ago |
| 436 | 436.Observability OpenTelemetry, distributed tracing, structured logging, metrics (Prometheus, Grafana, Datadog). | TheBeardedBearSAS/ | 107 | — | ~547 | Automated safety check: Pass | MIT | 27 days ago |
| 437 | 437.Otel Browser OpenTelemetry browser/RUM mechanics for SPAs and MPAs. An agent skill from ollygarden/opentelemetry-agent-skills. | ollygarden/ | 106 | — | ~1.6k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 438 | 438.Otel Python OpenTelemetry in Python — SDK setup, declarative config, zero-code instrumentation (opentelemetry-instrument, opentelemetry-distro), contrib auto-instrumentation, manual API, performance tuning… | ollygarden/ | 106 | — | ~911 | Automated safety check: Pass | Apache-2.0 | yesterday |
| 439 | 439.Otel Dotnet OpenTelemetry in .NET — DI/builder SDK setup (OpenTelemetry.Extensions.Hosting, AddOpenTelemetry, UseOtlpExporter, OpenTelemetrySdk.Create), native .NET instrumentation APIs (ActivitySource… | ollygarden/ | 106 | — | ~988 | Automated safety check: Pass | Apache-2.0 | yesterday |
| 440 | 440.Otel Java OpenTelemetry in Java — Javaagent zero-code instrumentation, Spring Boot Starter, manual autoconfigure SDK, declarative YAML configuration, BOM dependency management, sensitive-data capture and… | ollygarden/ | 106 | — | ~1.4k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 441 | 441.Otel JS OpenTelemetry in Node.js / JavaScript / TypeScript — NodeSDK, declarative YAML configuration, auto-instrumentations, ESM vs CJS import patterns. | ollygarden/ | 106 | — | ~655 | Automated safety check: Pass | Apache-2.0 | yesterday |
| 442 | 442.Otel Ruby OpenTelemetry in Ruby — SDK setup, manual tracing, experimental metrics and logs, Bundler integration, contrib instrumentation for Rails/Rack/Sinatra/Sidekiq and other gems, propagation… | ollygarden/ | 106 | — | ~924 | Automated safety check: Pass | Apache-2.0 | yesterday |
| 443 | Design observability strategies: SLI/SLO frameworks, alerting, and dashboards. | borghei/ | 891 | — | ~1.8k | Automated safety check: Pass | MIT | 4 days ago |
| 444 | AI-powered testability assessment using 10 principles of intrinsic testability with Playwright and optional Vibium integration. | proffesor-for-testing/ | 495 | — | ~3.2k | Automated safety check: Pass | MIT | 2 days ago |
| 445 | Monitoring and observability with OpenTelemetry, Prometheus, Grafana dashboards, and structured logging | rohitg00/ | 2.7k | — | ~1.4k | Automated safety check: Pass | Apache-2.0 | 5 mo ago |
| 446 | Instruments authentication, authorization, and input-handling code paths to monitor security-relevant events and states at runtime. | ArabelaTso/ | 253 | — | ~1.1k | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 447 | 447.Architecture Greenfield architecture design: map functionality flows, draw components, design APIs, classify dependencies, plan observability. | romiluz13/ | 165 | — | ~1.6k | Automated safety check: Notes | MIT | 4 days ago |
| 448 | Change NeMo Relay event fields, subscribers, ATIF output, or typed OpenTelemetry and OpenInference projections. | NVIDIA/ | 192 | — | ~858 | Automated safety check: Pass | Apache-2.0 | 2 days ago |
| 449 | Cloudflare Workers observability with logging, Analytics Engine, Tail Workers, metrics, and alerting. | secondsky/ | 227 | — | ~2.3k | Automated safety check: Pass | MIT | 13 days ago |
| 450 | 450.API Telemetry Catalog of OpenTelemetry instrumentation built into framework @cyanheads/mcp-ts-core — spans, metrics, completion logs, env config, runtime caveats, custom instrumentation patterns, and cardinality… | cyanheads/ | 158 | — | ~10k | Automated safety check: Pass | Apache-2.0 | 2 days ago |
| 451 | 451.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 |
| 452 | Observability: structured logs, metrics (RED/USE), tracing, SLO/SLI. | softspark/ | 179 | — | ~2.2k | Automated safety check: Pass | Apache-2.0 | 3 days ago |
| 453 | Signals scout for observability gaps — significant event volumes with no insight, dashboard, or alert coverage. | PostHog/ | 40k | — | ~5.9k | Automated safety check: Pass | Unknown | yesterday |
| 454 | 454.Logging Setup Generates structured logging infrastructure using os.log/Logger to replace print() statements. | gustavscirulis/ | 116 | 1 repo | ~973 | Automated safety check: Notes | Unknown | 5 mo ago |
| 455 | Bootstrap evaluators from production traces — by default propose online LLM-judge evaluators and, after you confirm, create them in Datadog as disabled drafts (never auto-enabled); on request emit… | datadog-labs/ | 177 | — | ~25k | Automated safety check: Pass | MIT | 2 days ago |
| 456 | Classify whether user intent was satisfied in a Datadog Agent Observability trace or session. | datadog-labs/ | 177 | — | ~16k | Automated safety check: Pass | MIT | 2 days ago |
| 457 | Root cause analysis on production LLM traces. An agent skill from datadog-labs/agent-skills. | datadog-labs/ | 177 | — | ~10k | Automated safety check: Pass | MIT | 2 days ago |
| 458 | Load this skill when the user wants to run an online experiment (live-traffic A/B test) on an LLM application instrumented with Agent Observability: compare two versions of a prompt, model, or… | datadog-labs/ | 177 | — | ~6.1k | Automated safety check: Pass | MIT | 2 days ago |
| 459 | Instrument Adobe integrations with redacted structured logs, request/job/activation correlation, service-level indicators, alerts, and evidence retention. | jeremylongshore/ | 2.8k | — | ~1.1k | Automated safety check: Pass | MIT | yesterday |
| 460 | Issue an evidence-backed production decision across Adobe auth, entitlements, API versions, data custody, async reliability, spend, observability, and rollback. | jeremylongshore/ | 2.8k | — | ~1.1k | Automated safety check: Pass | MIT | yesterday |
| 461 | Instrument an Algolia integration for actionable availability, latency, freshness, relevance, and event-health signals. | jeremylongshore/ | 2.8k | — | ~993 | Automated safety check: Pass | MIT | yesterday |
| 462 | Set up Apollo.io monitoring and observability. An agent skill from jeremylongshore/tons-of-skills-marketplace. | jeremylongshore/ | 2.8k | — | ~2.3k | Automated safety check: Pass | MIT | yesterday |
| 463 | Analyze and gate an AssemblyAI integration across contracts, security, reliability, cost, observability, retention, and rollback. | jeremylongshore/ | 2.8k | — | ~1.1k | Automated safety check: Pass | MIT | yesterday |
| 464 | Run an evidence-based production-readiness review for an Attio integration across identity, scopes, data ownership, retries, webhooks, observability, rollback, and support. | jeremylongshore/ | 2.8k | — | ~952 | Automated safety check: Pass | MIT | yesterday |
| 465 | Implement low-cardinality metrics, traces, logs, and alerts for Canva Connect workflows. | jeremylongshore/ | 2.8k | — | ~1k | Automated safety check: Pass | MIT | yesterday |
| 466 | Gate a Canva Connect release on authorization, review eligibility, data controls, async recovery, observability, and rollback evidence. | jeremylongshore/ | 2.8k | — | ~1k | Automated safety check: Pass | MIT | yesterday |
| 467 | Monitor Claude API calls — log tokens, latency, costs, errors, and Use when working with observability patterns. | jeremylongshore/ | 2.8k | — | ~1.1k | Automated safety check: Pass | MIT | yesterday |
| 468 | Deploy a single-writer Clari scheduler with durable job state, atomic publication, observability, and rollback. | jeremylongshore/ | 2.8k | — | ~1k | Automated safety check: Pass | MIT | yesterday |
| 469 | Implement monitoring, logging, and observability for Clerk authentication. | jeremylongshore/ | 2.8k | — | ~2.1k | Automated safety check: Pass | MIT | yesterday |
| 470 | Monitor ClickHouse with Prometheus metrics, Grafana dashboards, system table queries, and alerting for query performance, merge health, and resource usage. | jeremylongshore/ | 2.8k | — | ~1.4k | Automated safety check: Pass | MIT | yesterday |
| 471 | Instrument ClickUp requests, queues, webhooks, and reconciliation with content-free metrics, traces, alerts, and health evidence. | jeremylongshore/ | 2.8k | — | ~1k | Automated safety check: Pass | MIT | yesterday |
| 472 | Measure review adoption, latency, findings, usage, and outcomes from documented dashboards, exports, reports, or API data. | jeremylongshore/ | 2.8k | — | ~1.1k | Automated safety check: Pass | MIT | yesterday |
| 473 | Design a governed deployment across provider, configuration, review, knowledge, tools, data, identity, and observability. | jeremylongshore/ | 2.8k | — | ~1.1k | Automated safety check: Pass | MIT | yesterday |
| 474 | Instrument Cohere requests, streams, retrieval, tools, limits, quality, and cost with low-cardinality telemetry and safe traces. | jeremylongshore/ | 2.8k | — | ~1.1k | Automated safety check: Pass | MIT | yesterday |
| 475 | Set up Customer.io monitoring and observability. An agent skill from jeremylongshore/tons-of-skills-marketplace. | jeremylongshore/ | 2.8k | — | ~2.8k | Automated safety check: Pass | MIT | yesterday |
| 476 | Set up comprehensive observability for Deepgram integrations. | jeremylongshore/ | 2.8k | — | ~3k | Automated safety check: Pass | MIT | yesterday |
| 477 | Implement monitoring, logging, and tracing for Documenso integrations. | jeremylongshore/ | 2.8k | — | ~2.2k | Automated safety check: Pass | MIT | yesterday |
| 478 | Implement observability for Evernote integrations. An agent skill from jeremylongshore/tons-of-skills-marketplace. | jeremylongshore/ | 2.8k | — | ~1.2k | Automated safety check: Pass | MIT | yesterday |
| 479 | Separate Exa development, staging, and production credentials, budgets, schedules, data, and observability. | jeremylongshore/ | 2.8k | — | ~1.2k | Automated safety check: Pass | MIT | yesterday |
| 480 | Instrument Exa calls with content-free metrics, traces, cost, and asynchronous lifecycle signals that support diagnosis without logging retrieved text. | jeremylongshore/ | 2.8k | — | ~1.2k | Automated safety check: Pass | MIT | yesterday |