Python · Observability

Helps instrument a custom Python or TypeScript agent to record events for Failproof AI, verify what gets written, and run an evaluator worker that scores the runs.

FailproofAI/failproofai

Give the human an off switch and a cost meter for the coding agents on this machine, using ClawMetry.

vivekchand/clawmetry

Build production-ready AI agent backends using the CloudBase Agent Python SDK — create agents with LangGraph/CrewAI/LlamaIndex, serve them via FastAPI with AG-UI protocol streaming +…

TencentCloudBase/CloudBase-AI-Toolkit

PostHog AI Observability integration for LangChain (Python). An agent skill from Jwuthri/Tracely-ai.

Jwuthri/Tracely-ai

Read your own agent telemetry from ClawMetry (waste, progress, cost) and act on it before finishing a task.

vivekchand/clawmetry

Scaffold a new SkyWalking Python instrumentation plugin with all required files (plugin code, tests, docker-compose, expected data, services)

apache/skywalking-python

Naming conventions for SGLang speculative decoding identifiers.

sgl-project/sglang

Adds Pydantic Logfire tracing, logging and metrics to Python, JavaScript or TypeScript and Rust projects, with the correct setup order and library extras.

basicmachines-co/basic-memory

Build Docker test images and run SkyWalking Python plugin/unit/e2e tests locally, mirroring the CI pipeline

apache/skywalking-python

Bootstrap a reproducible LLM Observability experiment through the Python ddtrace SDK or the Node dd-trace SDK.

datadog-labs/agent-skills

A skill your agent uses when migrating applications, examples, integrations, documentation, manifests, or repository code from NeMo Flow to NeMo Relay across Python, Rust, Node.js, Go, C FFI, CLI…

NVIDIA/NeMo-Relay

Audit, plan, and fix logging in any Python project. An agent skill from areed1192/interactive-brokers-api.

areed1192/interactive-brokers-api

Real-time observability for OpenClaw agents — local dashboard + optional encrypted cloud sync.

vivekchand/clawmetry

Overview and router for the Interlinked CLI — a local guard, quality-enforcement, simplification-review, semantic-code-search, and observability layer for AI coding agents.

QuentinCody/interlinked-cli

Add Opik tracing to an existing app and verify a real trace lands.

comet-ml/opik-mcp

Run any Python LLM agent as an Agent Observability experiment using the public agento11y.experiments package: define a test suite, run an existing agent through typed trials, bind or record…

grafana/agento11y

Profiles a slow command or runtime you own with the right profiler for its language, using uninstrumented baseline timings and keeping raw profiling evidence local and private.

loopx-project/loopx

Add Pydantic Logfire observability to application code — traces, logs, metrics, and AI/agent spans.

pydantic/skills

OpenInference semantic conventions and instrumentation for Phoenix AI observability.

github/awesome-copilot

Azure Monitor OpenTelemetry Exporter for Python. An agent skill from microsoft/skills.

microsoft/skills

Azure Monitor OpenTelemetry Distro for Python. An agent skill from microsoft/skills.

microsoft/skills

Service performance monitoring with RED metrics (Rate, Errors, Duration) and runtime-specific telemetry for Java, .NET, Node.js, Python, PHP, and Go.

Dynatrace/dynatrace-for-ai

Add a logging and telemetry guard that scrubs or blocks PHI from logs, traces, and error reports around an OpenMed deployment.

maziyarpanahi/openmed

Python observability patterns including structured logging, metrics, and distributed tracing.

wshobson/agents

Monitoring, logging, and tracing implementation using OpenTelemetry as the unified standard.

ancoleman/ai-design-components

Finds secrets, tokens, passwords, and API keys that can leak through generated serialization: Python dataclass repr and asdict, attrs, pydantic modeldump, NamedTuple, JavaScript JSON.stringify and…

getsentry/skills

Build and operate Python Azure IoT Edge modules with robust messaging, deployment manifests, observability, and production readiness checks.

github/awesome-copilot

Debugging workflows for Python (pdb, debugpy), Go (delve), Rust (lldb), and Node.js, including container debugging (kubectl debug, ephemeral containers) and production-safe debugging techniques with…

ancoleman/ai-design-components

OpenTelemetry in Python — SDK setup, declarative config, zero-code instrumentation (opentelemetry-instrument, opentelemetry-distro), contrib auto-instrumentation, manual API, performance tuning…

ollygarden/opentelemetry-agent-skills

Instrument any app with OpenTelemetry and ship metrics / logs / traces to Grafana Cloud or self-hosted Mimir / Loki / Tempo / Pyroscope.

grafana/skills

A skill your agent uses when adding cross-cutting concerns to durable functions — structured logging or tracing across all functions, error tracking with Sentry, payload encryption for sensitive…

Asymmetric-al/core

Observability patterns for Python applications. An agent skill from aiskillstore/marketplace.

aiskillstore/marketplace

Instruments authentication, authorization, and input-handling code paths to monitor security-relevant events and states at runtime.

ArabelaTso/Skills-4-SE

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/agent-skills

Add agent-friendly --json NDJSON output to Python CLI scripts, or scaffold a complete cliutils package for a project.

glebis/claude-skills

Use BentoML CLI command families and BentoCloud workflows safely: login/context, deploy/deployment lifecycle, codespaces, secrets, API tokens, push/pull, and cloud troubleshooting.

VectorSpaceLab/AREX-Skill