Die Werkzeugbeschreibungen sind auf Englisch.
LLM-Beobachtbarkeit
Monitoring, Traces, Bewertung und Qualität von LLM-Anwendungen.
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117
Werkzeug-Rangliste
Nach gemessenem Wachstum und quellenübergreifend normalisiert sortiert. Rohwerte behalten ihr eigenes Zeitfenster; eine Änderung erfordert mindestens zwei Messungen in 7 Tagen.
- 1Aktiv
kubeshark
AgenteBPF-powered network observability for Kubernetes. Indexes L4/L7 traffic with full K8s context, decrypts TLS without keys. Queryable by AI agents via MCP and humans via dashboard.
githubgemessenes WachstumQuelle öffnen ↗
12 068GitHub-Sterne+7 (+0.06 %) - 2Aktiv
Mini Program Engineering Skill Suite is an Agent Skill suite for evidence‑first mini‑program development. It helps agents bring WeChat or other mini‑program projects from vague intent to reliable engineering work: project intake, product…
githubgemessenes WachstumQuelle öffnen ↗
Installieren
git clone https://github.com/NocodeMrLi/mini-program-engineering-skill-suite ~/.claude/skills/mini-program-engineering-skill-suite45GitHub-Sterne+6 (+15.4 %) - 3Aktiv
langfuse-docs
Skill🪢 Langfuse documentation -- Langfuse is the open source LLM Engineering Platform. Observability, evals, prompt management, playground and metrics to debug and improve LLM apps
githubgemessenes WachstumQuelle öffnen ↗
Installieren
git clone https://github.com/langfuse/langfuse-docs ~/.claude/skills/langfuse-docs240GitHub-Sterne+4 (+1.7 %) - 4Aktiv
dynatrace-for-ai
SkillSkills, prompts, and instructions for building AI agents on top of Dynatrace production context
githubgemessenes WachstumQuelle öffnen ↗
Installieren
git clone https://github.com/Dynatrace/dynatrace-for-ai ~/.claude/skills/dynatrace-for-ai135GitHub-Sterne+4 (+3.1 %) - 5Aktiv
claude-code-karma
SkillDashboard for monitoring claude code sessions.
githubgemessenes WachstumQuelle öffnen ↗
Installieren
/plugin marketplace add JayantDevkar/claude-code-karma324GitHub-Sterne+3 (+0.93 %) - 6Aktiv
Flawless
SonstigeAI SRE AgenticOps for Kubernetes and cloud infrastructure.
githubgemessenes WachstumQuelle öffnen ↗
783GitHub-Sterne+2 (+0.26 %) - 7Aktiv
Deterministic, local-only audit reports for Claude Code AI agent sessions. Rust + SQLite. Zero network calls. MCP server for agents.
githubgemessenes WachstumQuelle öffnen ↗
22GitHub-Sterne+2 (+10.0 %) - 8Aktiv
MCP server for Langfuse LLM observability — trace and observation analysis.
mcpgemessenes WachstumQuelle öffnen ↗
Installieren
claude mcp add langfuse -- npx langfuse-observability-mcp-server80GitHub-Sterne+2 (+2.6 %) - 9Aktiv
skill-eval-harness
SkillAgent Skill evaluation harness for paired variants, trace artifacts, and runner adapters
githubgemessenes WachstumQuelle öffnen ↗
Installieren
git clone https://github.com/adewale/skill-eval-harness ~/.claude/skills/skill-eval-harness73GitHub-Sterne+2 (+2.8 %) - 10Aktiv
Vendor-neutral OpenTelemetry skills for AI coding agents, grounded in upstream sources
githubgemessenes WachstumQuelle öffnen ↗
Installieren
git clone https://github.com/ollygarden/opentelemetry-agent-skills ~/.claude/skills/opentelemetry-agent-skills97GitHub-Sterne+1 (+1.0 %) - 11Aktiv
agent-stack
SkillProduction patterns for agent orchestrators, harnesses, evals, MCP/A2A interoperability, memory, provider routing, and LLM usage metering.
githubgemessenes WachstumQuelle öffnen ↗
Installieren
git clone https://github.com/ssheleg/agent-stack ~/.claude/skills/agent-stack2GitHub-Sterne+1 (+100.0 %) - 12Aktiv
Log Claude Code sessions to Opik, the open-source LLM observability and evaluation platform, built by Comet. Tracing, evaluation, and skills for observable AI applications.
githubgemessenes WachstumQuelle öffnen ↗
22GitHub-Sterne+1 (+4.8 %) - 13Aktiv
skill-kit
Skilllocal-first analytics for AI agent skills
githubgemessenes WachstumQuelle öffnen ↗
Installieren
git clone https://github.com/crafter-station/skill-kit ~/.claude/skills/skill-kit77GitHub-Sterne+1 (+1.3 %) - 14Aktiv
opus-fable-playbook
SkillMake Claude Opus 4.8 behave like Claude Fable 5 — doctrine output style, drift-catching hooks, and an eval loop against golden Fable transcripts. Claude Code plugin.
githubgemessenes WachstumQuelle öffnen ↗
Installieren
/plugin marketplace add rennf93/opus-fable-playbook34GitHub-Sterne+1 (+3.0 %) - 15Aktiv
nora
MCPOpen-source, self-hosted control plane for OpenClaw and Hermes AI-agent fleets on Docker/Kubernetes — REST, CLI, and MCP.
githubgemessenes WachstumQuelle öffnen ↗
50GitHub-Sterne+1 (+2.0 %) - 16Aktiv
Amazon Bedrock AgentCore enterprise platform accelerator with AWS CDK, Terraform organization guardrails, MCP/A2A agents, security, memory, and observability.
githubgemessenes WachstumQuelle öffnen ↗
6GitHub-Sterne+1 (+20.0 %) - 17Aktiv
adl-cli
SonstigeA command-line tool to scaffold and manage enterprise-ready AI Agents powered by the A2A (Agent-to-Agent) protocol
githubgemessenes WachstumQuelle öffnen ↗
14GitHub-Sterne+1 (+7.7 %) - 18Aktiv
adlc-team-skills
Skill🐙 ADLC Team Skills — Agentic SDLC for Engineering Teams
githubgemessenes WachstumQuelle öffnen ↗
Installieren
git clone https://github.com/tikalk/adlc-team-skills ~/.claude/skills/adlc-team-skills132GitHub-Sterne+1 (+0.76 %) - 19Aktiv
anchor
SkillAnchor — the production-grade AGENTS.md template for AI coding agents. 51 sections of battle-tested rules. Keep your agents grounded.
githubgemessenes WachstumQuelle öffnen ↗
Installieren
git clone https://github.com/peva3/anchor ~/.claude/skills/anchor8GitHub-Sternestabil - 20Aktiv
idun-agent-platform
Skill🟪 Open-source runtime that ships any LangGraph or Google ADK agent as a production-ready FastAPI service. Bundled , AG-UI copilotkit API, chat UI, 15+ guardrails, MCP, OpenTelemetry, OIDC. One pip install. Self-hosted, no vendor lock-in.
githubgemessenes WachstumQuelle öffnen ↗
Installieren
git clone https://github.com/Idun-Group/idun-agent-platform ~/.claude/skills/idun-agent-platform199GitHub-Sternestabil - 21Aktiv
a2a-otel-kit
MCPVendor-neutral OpenTelemetry tracing for A2A agents and MCP services, with W3C context propagation and privacy-safe telemetry.
githubgemessenes WachstumQuelle öffnen ↗
1GitHub-Sternestabil - 22Aktiv
agentgateway
MCPAgentGateway — independent third-party profile of a public API surface, by API Evangelist. AgentGateway is an open-source, AI-native proxy and gateway for routing, observing, and governing traffic to and from AI agents, LLM providers, and…
githubgemessenes WachstumQuelle öffnen ↗
0GitHub-Sternestabil - 23Ruhend
OpenTelemetry semantic conventions and instrumentation for agent provenance, derivation lineage, and acceptance criteria evaluation. Fills the Microsoft AI stack observability gap.
githubgemessenes WachstumQuelle öffnen ↗
0GitHub-Sternestabil - 24Ruhend
anti-lie
SkillDon't make LLMs honest. Make every factual claim auditable. — An LLM Claim Auditing Layer with T1-T7 truth gradients. 98.1% business effectiveness on LiarBench v0.2.
githubgemessenes WachstumQuelle öffnen ↗
Installieren
git clone https://github.com/lc198707/anti-lie ~/.claude/skills/anti-lie89GitHub-Sternestabil
Lern- und Referenzressourcen
Nach gemessenem Wachstum und quellenübergreifend normalisiert sortiert. Diese Ressourcen bleiben getrennt zugänglich und fließen nicht in die Hauptwertung ein.
- 1AktivQuelle öffnen ↗
50+ curated LLM observability tools PLUS 26 Agent Skills (several with runnable, unit-tested scripts) to build, evaluate, debug, secure & monitor reliable LLM apps. Tracing, evals, guardrails, LLMOps.
githubInstallieren
Ressourcegemessenes Wachstumgit clone https://github.com/ContextJet-ai/awesome-llm-observability ~/.claude/skills/awesome-llm-observability33GitHub-Sterne+2 (+6.5 %)