observability skills

291 tagged observability, measured the same way as everything else here.

Browse within: opentelemetry 81logging 62monitoring 56tracing 50alerting 44grafana 42datadog 38prometheus 36metrics 32aiops 28ai-coding 19claude-code-plugin 19error-handling 18nuxt 18

uringscope

25

rch0wdhury/uringscope

Skill Claude CodeCodex

Diagnose iouring performance and correctness problems with uringscope, an eBPF tracer and analyzer. Use when a Linux process that uses iouring shows tail latency, unexplained iou-wrk- thread explosions, suspiciously syscall-heavy behavior, silent buffer corruption, or completions that never arrive, or when strace…

not rated 13 +1 6d ago B 110 tokens

adammiribyan/wide_events

Skill Claude CodeCodex

Use when investigating production behavior by querying wide events (a slow route, an error spike, a suspicious deploy, "why is this happening for account X"). Covers the data model, the symptom-to-query workflow, and standing queries worth running.

not rated 11 29d ago A 54 tokens original MIT

add-simulator

28

nimrodfisher/agent-think-map

Skill Claude CodeCodex

Install Agent Think Map into this NanoClaw checkout — live skill/tool/MCP visualization over SSE. Additive copies only; never merge channels or providers.

not rated 11 +1 yesterday A 35 tokens original MIT

ddconfig

29

datadog-labs/cursor-plugin

Skill Claude CodeCodex

Configures or troubleshoots the Datadog MCP server plugin-datadog-datadog. Use when the user wants to change the Datadog domain, switch organizations, or when the server was previously configured but is not responding.

not rated 10 3d ago A 54 tokens original Apache-2.0

DemboNauta/skill-doc-generator

Skill Claude CodeCodex

Modern, powerful structured logging for Python using structlog. Use when adding or improving logging in Python projects, configuring structlog for dev/production, working with contextvars for request-scoped logging, integrating structlog with stdlib logging, or writing tests for logging behavior.

not rated 9 4mo ago A 61 tokens original MIT

frontend-design

31

sarkar-ai-taken/riva

Skill Claude CodeCodex

Create distinctive, production-grade frontend interfaces with high design quality. Use this skill when the user asks to build web components, pages, or applications. Generates creative, polished code that avoids generic AI aesthetics.

not rated 9 1mo ago A 43 tokens copy · 89% MIT

s3onghyun/otelcol-doctor

Skill Claude CodeCodex

Use when authoring, debugging, or reviewing an OpenTelemetry Collector (otelcol) configuration — defining receivers/processors/exporters/connectors, wiring service pipelines, choosing between the core and contrib distributions, or exporting to OTLP/Prometheus/Loki/Tempo/Mimir. Also use when a Collector starts but no…

not rated 8 1mo ago A 134 tokens original Apache-2.0

gemini-cli-hud

33

yideng-xl/gemini-cli-hud

Skill Claude CodeCodex

Activates when user asks about HUD status, terminal display issues, or wants to check context usage and tool call statistics.

not rated 8 3mo ago A 29 tokens original MIT

superset-operator

35

AytuncYildizli/yapitalism

Skill Claude CodeCodex

Operate terminal coding agents by voice. Reads and every send go through the local yapitalism MCP server, which returns receipts; the superset MCP server is used for workspaces, projects, and creating agents. Designed for ChatGPT Voice and Remote operation of the Mac Studio Superset instance. Trigger whenever the user…

not rated 7 11d ago A 103 tokens original MIT

hub-messaging

36

relayroom/relayroom

Skill Claude CodeCodex

Instructions for using RelayRoom to exchange messages when different parts of a project need to coordinate. The input does not explain RelayRoom itself or the exact messages it supports.

not rated 7 2d ago A 58 tokens AGPL-3.0

setup-voicecheck

37

sujitnoronha/voicecheck

Skill Claude CodeCodex

Set up VoiceCheck end to end — install the package with the right extras, run a zero-key smoke test to prove the pipeline works, configure a transport (LiveKit, Daily, VAPI, or Retell) and audio providers, then scaffold, validate, and run a first scenario. Use when someone wants to install, onboard onto, or get…

not rated 5 2mo ago A 96 tokens original MIT

conallob/o11y-analysis-tools

Skill Claude CodeCodex

Render end-to-end previews of what an alert notification will actually look like (plain-text email, HTML email, Slack attachment JSON, raw webhook JSON) by replaying a Prometheus unit-test file's expected alerts through a live Alertmanager. Effectively a "print preview" for alerts. Use to review notification…

not rated 4 1mo ago A 153 tokens original BSD-3-Clause

pisama-diagnose

39

Pisama-AI/pisama-claude-code

Skill Claude CodeCodex

Diagnose a failing AI agent run with Pisama. Turns a trace into a root-cause report: what failed, which agent failed at which step, every detection with a calibrated confidence, and an apply-ready fix. With a connected key it returns a ready-to-paste CLAUDE.md/.cursorrules guardrail plus the commands to verify it, and…

not rated 2 yesterday B 150 tokens original MIT

agentreceipt

40

ametel01/agentreceipt

Skill Claude CodeCodex

Use AgentReceipt CLI as a local evidence sidecar for AI coding sessions. Use when an agent needs compact replay/focus reports, patch-equivalence checks, schema outputs, or deterministic JSON workflows.

not rated 2 22d ago A 42 tokens original Apache-2.0

netdata/ai-viewer

Skill Claude CodeCodex

Catalog of every automated quality gate ai-viewer enforces — commands, thresholds, and what to do when a gate fails. Use before claiming any work done, before any commit, when adding a new gate, or when investigating a CI failure. The runtime companion to .agents/sow/specs/quality-gates.md.

not rated 2 2d ago A 70 tokens original MIT

testrelic-mcp

42

testrelic-ai/testrelic-mcp-server

Skill Claude CodeCodex

Use the TestRelic MCP server correctly. Load when the task involves running, configuring, or invoking TestRelic MCP tools (tr), diagnosing invocation failures, choosing capability flags, or registering the MCP server with any coding agent (Claude Code, Codex, Cursor, Copilot/VS Code, Gemini CLI, Windsurf, Zed). Covers…

not rated 2 today B 104 tokens AGPL-3.0

acr-agent-registry

43

Tethral-Inc/AgentRegistry

Skill Claude CodeCodex

Behavioral registry for AI agents. Log interactions, build an interaction profile, query it through lenses (friction, coverage, stable corridors, failure registry, trend), and receive anomaly signal notifications if ACR observes elevated signals on a component in your composition.

not rated 1 1mo ago A 56 tokens original MIT

sandraschi/observability-mcp

Skill Claude CodeCodex

Use this server as the control plane for the unified fleet PLG stack (Grafana 12000, Prometheus 12001, Loki 12002).

not rated 1 5d ago A 0 tokens original MIT

agent-vitals

45

anirudhprashant/agent-vitals

Skill Claude CodeCodex

Introspect the user's local AI agent infrastructure in real time. Use proactively: before starting tasks, before scheduling cron/timer work, when stuck, after long tasks, or when claiming something works. Exposes tools: vitalssummary, shadowlist, shadowstale, burnoutsummary, burnoutstucksessions.

not rated 1 1mo ago A 68 tokens

constellation-vault

46

ANAMIZED/Proto-OS

Skill Claude CodeCodex

Build the live object graph (Constellation) and export an Obsidian vault with verified wikilinks from a running ProtoOS world.

not rated 1 9d ago A 33 tokens

agent-obs-opencode

47

KryptosAI/agent-observability

Skill Claude CodeCodex

Self-report every agent action to the agent-obs observability MCP server. Use in EVERY session where the agent-obs MCP server is connected - start a session at task start, log every tool call (Read, Write, Edit, Bash, Glob, Grep, etc.), end the session at task completion, and answer "how did my last session go"…

not rated 1 1mo ago A 85 tokens original MIT

dockndevai/mcp-kafka

Skill Claude CodeCodex

Maintain and extend the dockndevai MCP server suite (mcp-keycloak, mcp-kubernetes, mcp-oci, mcp-kafka, mcp-clickhouse, mcp-debezium, mcp-azure, mcp-azure-devops, mcp-percona-pg). Use when adding or changing a tool, touching the security/policy layer, bumping dependencies, cutting a release, or publishing to npm or an…

not rated 1 yesterday A 112 tokens copy · 100% MIT

At most 3 mods per repository are shown here, and a mod shipped inside a plugin is left to that plugin's page — the rest are on their repository pages: