Osservabilità LLM

Classifica degli strumenti

Ranked by creation date, newest first; undated entries come last. I valori grezzi mantengono la propria finestra; una variazione richiede almeno due rilevazioni in 7 giorni.

1. 1

   forge-skills

   Skill

   DormienteUltimo commit 3 mesi fa · 2026-05-21

   An assembly line for AI software development. 35 skills, 11 agent personas, 29 commands. From raw idea to shipped code.

   ShellLicenza: MIT

   • agentic-engineering
   • agents
   • claude-code
   • claude-code-plugin
   • claude-code-skills

   githubcreato 5 mesi facrescita misurataApri fonte ↗

   Installa /plugin marketplace add aneja5/forge-skills

   3stelle GitHubstabile
2. 2

   nora

   MCP

   AttivoUltimo commit oggi · 2026-09-04

   Open-source, self-hosted control plane for OpenClaw and Hermes AI-agent fleets on Docker/Kubernetes — REST, CLI, and MCP.

   TypeScriptLicenza: Apache-2.0

   • agent-management
   • agent-ops
   • agent-orchestration
   • ai-agent-platform
   • ai-agents

   githubcreato 5 mesi facrescita misurataApri fonte ↗

   50stelle GitHub+1 (+2.0 %)
3. 3

   adaptive-harness

   Skill

   DormienteUltimo commit 5 mesi fa · 2026-03-16

   A self-improving harness router for Claude Code.

   PythonLicenza: MIT

   • a-b-testing
   • ai-agent
   • ai-orchestration
   • ai-routing
   • ai-workflow

   githubcreato 5 mesi facrescita misurataApri fonte ↗

   Installa /plugin marketplace add SeongwoongCho/adaptive-harness

   8stelle GitHubstabile
4. 4

   otel-agent-provenance

   Agente

   DormienteUltimo commit 5 mesi fa · 2026-03-17

   OpenTelemetry semantic conventions and instrumentation for agent provenance, derivation lineage, and acceptance criteria evaluation. Fills the Microsoft AI stack observability gap.

   Python

   • a2a-protocol
   • agentic-ai
   • ai-agents
   • observability
   • opentelemetry

   githubcreato 5 mesi facrescita misurataApri fonte ↗

   0stelle GitHubstabile
5. 5

   ai-dev-stack

   Skill

   AttivoUltimo commit 2 mesi fa · 2026-06-29

   Production-grade AI coding rules for Cursor and Claude Code. 15 rules + 9 doc templates + skills + agents + MCP setup. Drop into any project.

   PythonLicenza: MIT

   • ai-agents
   • ai-coding
   • ai-development
   • ai-engineer
   • automation

   githubcreato 6 mesi facrescita misurataApri fonte ↗

   Installa git clone https://github.com/aiagentwithdhruv/ai-dev-stack ~/.claude/skills/ai-dev-stack

   10stelle GitHubstabile
6. 6

   opentelemetry-agent-skills

   Skill

   AttivoUltimo commit 2 giorni fa · 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 %)
7. 7

   arize-skills

   Skill

   AttivoUltimo commit 7 giorni fa · 2026-08-28

   Agent skills for Arize — datasets, experiments, and traces via the ax CLI

   PythonLicenza: MIT

   • agent-skills
   • ai-agents
   • ai-observability
   • arize
   • claude-code

   githubcreato 6 mesi famomentum stimatoApri fonte ↗

   Installa git clone https://github.com/Arize-ai/arize-skills ~/.claude/skills/arize-skills

   47stelle GitHub—
8. 8

   aura

   MCP

   AttivoUltimo commit oggi · 2026-09-04

   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 ↗

   339stelle GitHub+81 (+31.4 %)
9. 9

   kiboserve

   MCP

   DormienteUltimo commit 4 mesi fa · 2026-04-25

   Open-source Python framework to deploy AI agents via HTTP, A2A, and MCP with built-in observability

   PythonLicenza: MIT

   • a2a
   • a2a-client
   • a2a-server
   • agent-evaluation
   • agentic-ai

   githubcreato 6 mesi facrescita misurataApri fonte ↗

   5stelle GitHubstabile
10. 10

    agentops

    Agente

    DormienteUltimo commit 4 mesi fa · 2026-04-13

    AgentOps: Multi-agent infrastructure remediation platform. A2A protocol, agent coordination, HITL approval, auto-rollback.

    PythonLicenza: MIT

    • a2a-protocol
    • ai
    • automation
    • infrastructure
    • llm

    githubcreato 6 mesi facrescita misurataApri fonte ↗

    0stelle GitHubstabile
11. 11

    skill-kit

    Skill

    AttivoUltimo commit 5 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 %)
12. 12

    opik-claude-code-plugin

    MCP

    AttivoUltimo commit 36 giorni fa · 2026-07-30

    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.

    GoLicenza: Apache-2.0

    • ai-agent
    • claude-ai
    • claude-code-plugin
    • llm-observation
    • mcp-server

    githubcreato 6 mesi facrescita misurataApri fonte ↗

    22stelle GitHub+1 (+4.8 %)
13. 13

    astragraph

    Agente

    DormienteUltimo commit 5 mesi fa · 2026-03-16

    Policy-enforced observability and fail-closed guardrails for MCP/A2A multi-agent systems.

    Rust

    • a2a
    • ai-agents
    • llm-security
    • mcp
    • multi-agent

    githubcreato 7 mesi facrescita misurataApri fonte ↗

    26stelle GitHubstabile
14. 14

    MLFlow-A2A-Session-Tracer

    Agente

    DormienteUltimo commit 4 mesi fa · 2026-04-15

    A Python proof-of-concept for tracing multi-turn Agent-to-Agent (A2A) conversations as a single unified MLflow trace for LLM observability and evaluation.

    Python

    • a2a
    • agent-to-agent
    • ai-agents
    • conversational-ai
    • llm-evaluation

    githubcreato 7 mesi facrescita misurataApri fonte ↗

    0stelle GitHubstabile
15. 15

    rashomon

    Skill

    AttivoUltimo commit 5 giorni fa · 2026-08-30

    Measure prompt and skill improvements with blind A/B comparison.

    PythonLicenza: MIT

    • agent-skills
    • ai-tools
    • claude-code
    • claude-code-plugin
    • claude-code-skill

    githubcreato 7 mesi facrescita misurataApri fonte ↗

    Installa /plugin marketplace add shinpr/rashomon

    18stelle GitHubstabile
16. 16

    claude-code-karma

    Skill

    AttivoUltimo commit 6 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

    324stelle GitHub+3 (+0.93 %)
17. 17

    SkillForge

    Skill

    AttivoUltimo commit 38 giorni fa · 2026-07-29

    A skill creator that proves its skills work. Evidence-driven skill creation for Claude Code and Codex: baseline-tested generation, per-skill regression evals, ecosystem doctor, cross-runtime compile, and an opt-in proactive advisor.

    PythonLicenza: MIT

    • agent-skills
    • claude-ai
    • claude-code
    • claude-skills
    • codex

    githubcreato 8 mesi facrescita misurataApri fonte ↗

    Installa git clone https://github.com/tripleyak/SkillForge ~/.claude/skills/SkillForge

    885stelle GitHubstabile
18. 18

    langsmith-fetch-skill

    Skill

    DormienteUltimo commit 5 mesi fa · 2026-04-06

    🔍 AI observability skill for Claude Code. Debug LangChain/LangGraph agents by fetching execution traces from LangSmith Studio directly in your terminal.

    Licenza: MIT

    • agent-debugging
    • ai-agents
    • claude-skills
    • claude-skills-creator
    • claude-skills-hub

    githubcreato 8 mesi facrescita misurataApri fonte ↗

    Installa git clone https://github.com/OthmanAdi/langsmith-fetch-skill ~/.claude/skills/langsmith-fetch-skill

    27stelle GitHubstabile
19. 19

    altk-evolve

    MCP

    AttivoUltimo commit 3 giorni 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 ↗

    104stelle GitHubstabile
20. 20

    CustoFlow

    Altro

    DormienteUltimo commit 3 mesi fa · 2026-06-04

    Multi-agent customer support system with Google ADK & Gemini 2.5 Flash Lite. Kaggle capstone demonstrating 11+ concepts. Automates 80%+ queries, <10s response time.

    PythonLicenza: MIT

    • a2a-protocol
    • agent-evaluation
    • google-adk
    • multi-agent-system
    • observability

    githubcreato 9 mesi facrescita misurataApri fonte ↗

    2stelle GitHubstabile
21. 21

    agent-skills-platform

    Skill

    AttivoUltimo commit 2 giorni fa · 2026-09-03

    Build tested agent skills and govern their lifecycle through a user-defined marketplace: evidence, discovery, updates, rollback, quarantine, and 17-platform distribution.

    PythonLicenza: MIT

    • agent-skills
    • ai-agents
    • claude-code
    • codex
    • cursor

    githubcreato 10 mesi facrescita misurataApri fonte ↗

    Installa git clone https://github.com/FrancyJGLisboa/agent-skills-platform ~/.claude/skills/agent-skills-platform

    2 376stelle GitHubstabile
22. 22

    agent-skill-creator

    Skill

    AttivoUltimo commit 4 giorni fa · 2026-09-01

    Build tested agent skills and govern their lifecycle through a user-defined marketplace: evidence, discovery, updates, rollback, quarantine, and 17-platform distribution.

    PythonLicenza: MIT

    • agent-skills
    • ai-agents
    • claude-code
    • codex
    • cursor

    githubcreato 10 mesi facrescita misurataApri fonte ↗

    Installa git clone https://github.com/FrancyJGLisboa/agent-skill-creator ~/.claude/skills/agent-skill-creator

    2 367stelle GitHub+15 (+0.64 %)
23. 23

    green-agent

    Agente

    AttivoUltimo commit 2 mesi fa · 2026-07-01

    A2A green-agent orchestrator for evaluating agents on the AppWorld benchmark, built on the AgentBeats SDK

    Python

    • a2a-protocol
    • agentbeats
    • appworld
    • evaluation
    • llm-agents

    githubcreato 11 mesi facrescita misurataApri fonte ↗

    0stelle GitHubstabile
24. 24

    adl-cli

    Altro

    AttivoUltimo commit 1 giorno fa · 2026-09-04

    A command-line tool to scaffold and manage enterprise-ready AI Agents powered by the A2A (Agent-to-Agent) protocol

    GoLicenza: Apache-2.0

    • a2a
    • agents
    • ai
    • containerized
    • docker

    githubcreato 13 mesi facrescita misurataApri fonte ↗

    14stelle GitHub+1 (+7.7 %)
25. 25

    agent-kernel

    Agente

    AttivoUltimo commit 1 giorno fa · 2026-09-04

    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+25 (+17.7 %)