Die Werkzeugbeschreibungen sind auf Englisch.
LLM-Beobachtbarkeit
Monitoring, Traces, Bewertung und Qualität von LLM-Anwendungen.
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76
Werkzeug-Rangliste
Ranked by creation date, newest first; undated entries come last. Rohwerte behalten ihr eigenes Zeitfenster; eine Änderung erfordert mindestens zwei Messungen in 7 Tagen.
- 1Aktiv
seo-skill-bench
SkillOpen benchmark for Claude Code SEO skills — real headless execution against fixture sites with planted-defect answer keys. Deterministic scoring, pre-registered rubric.
githubgemessenes WachstumQuelle öffnen ↗
Installieren
git clone https://github.com/aleclindz/seo-skill-bench ~/.claude/skills/seo-skill-bench51GitHub-Sterne-5 (-8.9 %) - 2Aktiv
untell
SonstigeAI-detector auditing toolkit: measures how often a detector flags genuine human writing, how stable its verdict is across seeds, and whether that verdict survives meaning-preserving edits. Detector-in-the-loop measurement harness. Claude…
githubgemessenes WachstumQuelle öffnen ↗
18GitHub-Sternestabil - 3Aktiv
SkillEvaluator
SkillMulti-tier framework for evaluating AI agent skills with quality gates, semantic overlap detection, synthetic evaluation dataset generation, and live agent evaluation that measures how skills affect agent behavior.
githubgemessenes WachstumQuelle öffnen ↗
Installieren
git clone https://github.com/NVIDIA/SkillEvaluator ~/.claude/skills/SkillEvaluator399GitHub-Sterne+51 (+14.7 %) - 4Aktiv
databuff
AgentDataBuff is an AI-native APM built on Opentelemetry，with multi-agent troubleshooting out of the box.
githubgemessenes WachstumQuelle öffnen ↗
649GitHub-Sterne+39 (+6.4 %) - 5Aktiv
cap-evolve
MCPOptimize any AI agent’s skills, tools/MCP, and prompts against your own evals.
githubgeschätztes MomentumQuelle öffnen ↗
47GitHub-Sterne— - 6Aktiv
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+4 (+5.8 %) - 7Aktiv
tulip-agents
AgentThe agent framework where the model never holds the trigger — every consequential action clears your policy first, waits for a human when it matters, and lands on a record you can verify. Build on it, or put it around the agent you already…
githubgemessenes WachstumQuelle öffnen ↗
1GitHub-Sternestabil - 8Aktiv
axiom
SkillAxiom is a curated marketplace of shared plugins for Claude Code and Codex.
githubgemessenes WachstumQuelle öffnen ↗
Installieren
git clone https://github.com/netopsengineer/axiom ~/.claude/skills/axiom5GitHub-Sternestabil - 9Aktiv
DeepSeek-Infra
SonstigeLocal-first Agentic AI Infrastructure Platform with LLM Gateway, Agent DAG Runtime, MCP Tool Hub, A2A Agent Mesh, Local RAG, Tool Sandbox and Observability.
githubgemessenes WachstumQuelle öffnen ↗
1GitHub-Sternestabil - 10Aktiv
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 - 11Aktiv
superlog
SonstigeOpen-source observability tool that uses AI agents to self-heal your software
githubgemessenes WachstumQuelle öffnen ↗
1 404GitHub-Sterne+1 (+0.07 %) - 12Aktiv
headsup
SkillGlanceable Claude Code and Codex state in your terminal tabs: white=idle, blue=working, orange=waiting. Multi-terminal (iTerm2, WezTerm, AI Power Term), a live status bar with Anthropic usage limits, /sfl and /nil window save-and-restore,…
githubgemessenes WachstumQuelle öffnen ↗
Installieren
git clone https://github.com/wasulajr/headsup ~/.claude/skills/headsup1GitHub-Sternestabil - 13Aktiv
74 open-source Agent Skills for Claude Code and Codex: AI SEO, AEO and GEO, code review with an A-F ship grade, CI gates, AI evals, design systems, conversion copy, Instagram growth, iOS and Android app shipping, creator rights, and…
githubgemessenes WachstumQuelle öffnen ↗
129GitHub-Sterne-4 (-3.0 %) - 14Aktiv
galdor
SonstigeA Go-native framework for LLM agents, with OpenTelemetry observability built in.
githubgemessenes WachstumQuelle öffnen ↗
10GitHub-Sternestabil - 15Aktiv
claudestat
SkillReal-time execution trace and cost intelligence for Claude Code
githubgemessenes WachstumQuelle öffnen ↗
Installieren
/plugin marketplace add DeibyGS/claudestat34GitHub-Sternestabil - 16Aktiv
Query Spanlens LLM observability from Cursor, Claude Desktop, or Continue via MCP.
mcpgemessenes WachstumQuelle öffnen ↗
Installieren
claude mcp add mcp-server -- npx @spanlens/mcp-server12GitHub-Sternestabil - 17Aktiv
memroos
AgentMemroOS / memroos: memory OS and governance layer for AI agents, agent workflows, dispatch, proof, and context continuity.
githubgemessenes WachstumQuelle öffnen ↗
7GitHub-Sternestabil - 18Aktiv
yao-meta-skill
SkillYAO = Yielding AI Outcomes. A rigorous engineering, evaluation, governance, and portability system for reusable agent skills.
githubgemessenes WachstumQuelle öffnen ↗
Installieren
git clone https://github.com/yaojingang/yao-meta-skill ~/.claude/skills/yao-meta-skill2 589GitHub-Sterne+38 (+1.5 %) - 19Aktiv
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 %) - 20Aktiv
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 - 21Aktiv
agent-mmm
SkillMarketing Mix Model expert agent plugin for Claude Code - pymc-marketing v0.18.2+
githubgemessenes WachstumQuelle öffnen ↗
Installieren
/plugin marketplace add Yakoub-ai/agent-mmm4GitHub-Sternestabil - 22Aktiv
AgentStack
AgentProvide clear documentation for AgentStack’s MCP protocol, plugins, and ecosystem API with usage examples and tool references.
githubgemessenes WachstumQuelle öffnen ↗
0GitHub-Sternestabil - 23Aktiv
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+2 (+4.2 %) - 24Aktiv
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 %)
Lern- und Referenzressourcen
Ranked by creation date, newest first; undated entries come last. Diese Ressourcen bleiben getrennt zugänglich und fließen nicht in die Hauptwertung ein.
- 1AktivQuelle öffnen ↗
Curated + scored map of official MCP servers and agents for DevOps, Cloud, SRE, and Platform Engineering — every entry rated on production access, approval gates, and audit evidence.
githubRessourcegemessenes Wachstum77GitHub-Sternestabil