Osservabilità LLM

Classifica degli strumenti

Classifica per crescita misurata e normalizzata tra le fonti. I valori grezzi mantengono la propria finestra; una variazione richiede almeno due rilevazioni in 7 giorni.

1. 1

   SkillEvaluator

   Skill

   AttivoUltimo commit oggi · 2026-09-03

   Multi-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.

   PythonLicenza: Apache-2.0

   • agent-evaluation
   • agent-security
   • agent-skills
   • agentic-ai
   • benchmark

   githubcreato 2 mesi facrescita misurataApri fonte ↗

   Installa git clone https://github.com/NVIDIA/SkillEvaluator ~/.claude/skills/SkillEvaluator

   399stelle GitHub+51 (+14.7 %)
2. 2

   anchor

   Skill

   AttivoUltimo commit 15 giorni fa · 2026-08-20

   Anchor — the production-grade AGENTS.md template for AI coding agents. 51 sections of battle-tested rules. Keep your agents grounded.

   Licenza: MIT

   • agent-instructions
   • agents-md
   • ai-agent-instructions
   • ai-coding
   • ai-coding-agent

   githubcreato 3 mesi facrescita misurataApri fonte ↗

   Installa git clone https://github.com/peva3/anchor ~/.claude/skills/anchor

   8stelle GitHubstabile
3. 3

   galdor

   Altro

   AttivoUltimo commit 11 giorni fa · 2026-08-24

   A Go-native framework for LLM agents, with OpenTelemetry observability built in.

   GoLicenza: Apache-2.0

   • a2a
   • agents
   • ai
   • anthropic
   • bedrock

   githubcreato 3 mesi facrescita misurataApri fonte ↗

   10stelle GitHubstabile
4. 4

   multi-agent-credit-desk

   MCP

   AttivoUltimo commit 25 giorni fa · 2026-08-09

   Architecture-first Python scaffold for an auditable multi-agent corporate credit desk using A2A, MCP, deterministic credit policies, model routing, and OpenTelemetry.

   Python

   • a2a-protocol
   • agentic-ai
   • auditability
   • clean-architecture
   • credit-risk

   githubcreato 50 giorni facrescita misurataApri fonte ↗

   0stelle GitHubstabile
5. 5

   claude-code-karma

   Skill

   AttivoUltimo commit 5 giorni fa · 2026-08-30

   Dashboard for monitoring claude code sessions.

   PythonLicenza: Apache-2.0

   • agents
   • agentskills
   • claude-code
   • claude-code-plugin
   • claude-code-skills

   githubcreato 8 mesi facrescita misurataApri fonte ↗

   Installa /plugin marketplace add JayantDevkar/claude-code-karma

   323stelle GitHub+2 (+0.62 %)
6. 6

   aura

   MCP

   AttivoUltimo commit oggi · 2026-09-03

   AURA is a production-tested SRE agent platform you can deploy in minutes. AURA handles the guardrails, APIs, state management, streaming, and failure handling required to put AI to work safely on production infrastructure.

   RustLicenza: Apache-2.0

   • a2a
   • ai-agent-framework
   • ai-agents
   • ai-sre
   • aiops

   githubcreato 6 mesi facrescita misurataApri fonte ↗

   291stelle GitHub+33 (+12.8 %)
7. 7

   agent-mmm

   Skill

   AttivoUltimo commit oggi · 2026-09-03

   Marketing Mix Model expert agent plugin for Claude Code - pymc-marketing v0.18.2+

   Python

   • claude-code-agent
   • claude-code-plugin
   • claude-code-skill
   • data-analysis
   • data-analytics

   githubcreato 5 mesi facrescita misurataApri fonte ↗

   Installa /plugin marketplace add Yakoub-ai/agent-mmm

   4stelle GitHubstabile
8. 8

   langfuse-docs

   Skill

   AttivoUltimo commit oggi · 2026-09-04

   🪢 Langfuse documentation -- Langfuse is the open source LLM Engineering Platform. Observability, evals, prompt management, playground and metrics to debug and improve LLM apps

   MDXLicenza: MIT

   • agent-skills
   • agents
   • genai
   • hacktoberfest
   • langfuse

   githubcreato 3 anni facrescita misurataApri fonte ↗

   Installa git clone https://github.com/langfuse/langfuse-docs ~/.claude/skills/langfuse-docs

   239stelle GitHub+3 (+1.3 %)
9. 9

   idun-agent-platform

   Skill

   AttivoUltimo commit 28 giorni fa · 2026-08-06

   🟪 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.

   PythonLicenza: GPL-3.0

   • a2a-protocol
   • ag-ui-protocol
   • agent-platform
   • agentic-ai
   • agents

   githubcreato 15 mesi facrescita misurataApri fonte ↗

   Installa git clone https://github.com/Idun-Group/idun-agent-platform ~/.claude/skills/idun-agent-platform

   199stelle GitHubstabile
10. 10

    yao-meta-skill

    Skill

    AttivoUltimo commit 18 giorni fa · 2026-08-17

    YAO = Yielding AI Outcomes. A rigorous engineering, evaluation, governance, and portability system for reusable agent skills.

    PythonLicenza: MIT

    • agent-skills
    • ai-agents
    • evaluation
    • governance
    • meta-skill

    githubcreato 5 mesi facrescita misurataApri fonte ↗

    Installa git clone https://github.com/yaojingang/yao-meta-skill ~/.claude/skills/yao-meta-skill

    2 589stelle GitHub+38 (+1.5 %)
11. 11

    agent-kernel

    Agente

    AttivoUltimo commit oggi · 2026-09-03

    The Operating System for Scalable Enterprise AI Agents - Run, orchestrate, and deploy Compliant Enterprise AI Agents at scale across frameworks, without lock-in, rewrites or fragile glue code. Native support for MCP, A2A. Interface with all…

    PythonLicenza: Apache-2.0

    • a2a
    • adk
    • ai-agents
    • aws
    • azure

    githubcreato 13 mesi facrescita misurataApri fonte ↗

    166stelle GitHub+29 (+21.2 %)
12. 12

    craft-skills

    Skill

    AttivoUltimo commit 12 giorni fa · 2026-08-22

    Research-backed, eval-driven skills for AI agents

    PythonLicenza: Apache-2.0

    • agent-skills
    • ai-agents
    • codex
    • design
    • evals

    githubcreato 31 giorni facrescita misurataApri fonte ↗

    Installa git clone https://github.com/ZSeven-W/craft-skills ~/.claude/skills/craft-skills

    145stelle GitHub+14 (+10.7 %)
13. 13

    AI Guardian

    MCP

    AttivoUltimo commit 1 giorno fa · 2026-09-02

    Governed local-LLM observability: model policy, prompt scanner, capture proxy, 21 tools.

    PythonLicenza: MIT

    mcpcreato 53 giorni facrescita misurataApri fonte ↗

    Installa claude mcp add ai-guardian -- uvx ai-guardian-aiops

    0stelle GitHubstabile
14. 14

    dynatrace-for-ai

    Skill

    AttivoUltimo commit 4 giorni fa · 2026-08-31

    Skills, prompts, and instructions for building AI agents on top of Dynatrace production context

    JavaScriptLicenza: Apache-2.0

    • agent-skills
    • ai-agents
    • claude-code
    • devops
    • dql

    githubcreato 5 mesi facrescita misurataApri fonte ↗

    Installa git clone https://github.com/Dynatrace/dynatrace-for-ai ~/.claude/skills/dynatrace-for-ai

    135stelle GitHub+4 (+3.1 %)
15. 15

    evoagent-os

    Agente

    AttivoUltimo commit 25 giorni fa · 2026-08-10

    Local-first control plane for durable, governed agent teams: DAG orchestration, approvals, memory, signed skills, trace contracts, and realtime.

    PythonLicenza: Apache-2.0

    • a2a-protocol
    • agentic-ai
    • ai-agents
    • fastapi
    • llmops

    githubcreato 25 giorni fanuovocrescita misurataApri fonte ↗

    0stelle GitHubstabile
16. 16

    suede-creator-skills

    MCP

    AttivoUltimo commit oggi · 2026-09-03

    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…

    JavaScriptLicenza: MIT

    • agent-orchestration
    • agent-skill
    • agent-skills
    • ai-agents
    • ai-coding

    githubcreato 3 mesi facrescita misurataApri fonte ↗

    129stelle GitHub-4 (-3.0 %)
17. 17

    adlc-team-skills

    Skill

    AttivoUltimo commit oggi · 2026-09-03

    🐙 ADLC Team Skills — Agentic SDLC for Engineering Teams

    ShellLicenza: MIT

    • adr
    • agent-skills
    • agentic-sdlc
    • ai-coding
    • developer-tools

    githubcreato 45 giorni facrescita misurataApri fonte ↗

    Installa git clone https://github.com/tikalk/adlc-team-skills ~/.claude/skills/adlc-team-skills

    132stelle GitHub+1 (+0.76 %)
18. 18

    langfuse-mcp

    MCP

    AttivoUltimo commit 8 giorni fa · 2026-08-26

    A Model Context Protocol (MCP) server for Langfuse, enabling AI agents to query Langfuse trace data for enhanced debugging and observability

    PythonLicenza: MIT

    • agent-skills
    • ai-agents
    • claude-code
    • codex
    • developer-tools

    githubcreato 17 mesi facrescita misurataApri fonte ↗

    105stelle GitHubstabile
19. 19

    altk-evolve

    MCP

    AttivoUltimo commit 1 giorno fa · 2026-09-02

    Self improving agents through iterations

    PythonLicenza: Apache-2.0

    • agent-learning
    • agent-memory
    • agentic-workflows
    • ai-agents
    • claude-code

    githubcreato 8 mesi facrescita misurataApri fonte ↗

    105stelle GitHub+1 (+0.96 %)
20. 20

    opentelemetry-agent-skills

    Skill

    AttivoUltimo commit oggi · 2026-09-03

    Vendor-neutral OpenTelemetry skills for AI coding agents, grounded in upstream sources

    ShellLicenza: Apache-2.0

    • agent-skills
    • ai
    • observability
    • opentelemetry

    githubcreato 6 mesi facrescita misurataApri fonte ↗

    Installa git clone https://github.com/ollygarden/opentelemetry-agent-skills ~/.claude/skills/opentelemetry-agent-skills

    97stelle GitHub+1 (+1.0 %)
21. 21

    com.pulsemcp/langfuse

    MCP

    AttivoUltimo commit 4 giorni fa · 2026-08-30

    MCP server for Langfuse LLM observability — trace and observation analysis.

    TypeScriptLicenza: MIT

    mcpcreato 15 mesi facrescita misurataApri fonte ↗

    Installa claude mcp add langfuse -- npx langfuse-observability-mcp-server

    80stelle GitHub+2 (+2.6 %)
22. 22

    boundary-bench

    Agente

    AttivoUltimo commit 1 giorno fa · 2026-09-02

    Deterministic crash tests for agent control planes: paired worlds, hard stops, budgets, scopes, approvals, and hash-linked receipts.

    TypeScriptLicenza: Apache-2.0

    • a2a
    • agent-evaluation
    • ai-agents
    • benchmark
    • deterministic-replay

    githubcreato 44 giorni facrescita misurataApri fonte ↗

    1stelle GitHubstabile
23. 23

    trpc-agent-go

    MCP

    AttivoUltimo commit oggi · 2026-09-04

    A Go framework for building production agent systems with graph workflows, tools, memory, A2A, AG-UI, MCP, evaluation, and observability.

    GoLicenza: Apache-2.0

    • a2a
    • a2a-protocol
    • ag-ui
    • agent
    • agent-framework

    githubcreato 15 mesi facrescita misurataApri fonte ↗

    1 763stelle GitHub+16 (+0.92 %)
24. 24

    headsup

    Skill

    AttivoUltimo commit 16 giorni fa · 2026-08-18

    Glanceable 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,…

    ShellLicenza: MIT

    • ai-workflow-observability
    • claude-code
    • claude-code-hooks
    • claude-code-skill
    • claude-code-skills

    githubcreato 3 mesi facrescita misurataApri fonte ↗

    Installa git clone https://github.com/wasulajr/headsup ~/.claude/skills/headsup

    1stelle GitHubstabile
25. 25

    skill-kit

    Skill

    AttivoUltimo commit 3 giorni fa · 2026-08-31

    local-first analytics for AI agent skills

    TypeScript

    • agent-skills
    • analytics
    • bun
    • claude-code
    • cli

    githubcreato 6 mesi facrescita misurataApri fonte ↗

    Installa git clone https://github.com/crafter-station/skill-kit ~/.claude/skills/skill-kit

    77stelle GitHub+1 (+1.3 %)