Le descrizioni degli strumenti sono in inglese.

Osservabilità LLM

Monitoraggio, tracce, valutazione e qualità delle applicazioni LLM.

122

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
SkillEvaluator
Skill
AttivoUltimo commit 1 giorno fa · 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
404stelle GitHub+53 (+15.1 %)
2
supervisor-skill-claude
Skill
AttivoUltimo commit 21 giorni fa · 2026-08-14
Multi-agent quality gate skill for Claude Code that researches, reviews, tests and challenges AI-generated work before the final answer.
- agentic-coding
- agentic-workflow
- ai-agent-skills
- ai-code-review
- ai-workflows
githubcreato 21 giorni fanuovocrescita misurataApri fonte ↗
Installa git clone https://github.com/ma-nucho-pro/supervisor-skill-claude ~/.claude/skills/supervisor-skill-claude
2stelle GitHubstabile
3
historian
Agente
AttivoUltimo commit 2 mesi fa · 2026-07-02
A local A2A event and continuity service for agent applications, with structured history, provenance-safe transcripts, literal search, and natural-language queries.
PythonLicenza: BSD-2-Clause
- a2a
- agent-memory
- ai-agents
- event-sourcing
- fastapi
githubcreato 2 mesi facrescita misurataApri fonte ↗
1stelle GitHubstabile
4
DeepSeek-Infra
Altro
AttivoUltimo commit 3 giorni fa · 2026-09-02
Local-first Agentic AI Infrastructure Platform with LLM Gateway, Agent DAG Runtime, MCP Tool Hub, A2A Agent Mesh, Local RAG, Tool Sandbox and Observability.
Python
- a2a
- agent-runtime
- ai-infra
- deepseek
- fastapi
githubcreato 3 mesi facrescita misurataApri fonte ↗
1stelle GitHubstabile
5
sre-on-call
Agente
AttivoUltimo commit 2 mesi fa · 2026-06-20
Multi-agent SRE on-call investigator that auto-triages Slack/Discord infrastructure alerts via AWS Bedrock AgentCore, fanning out to specialized agents (CloudWatch, EKS, Slack/Discord scanners) for parallel investigation.
Python
- a2a-protocol
- anthropic
- aws-bedrock
- aws-lambda
- bedrock-agentcore
githubcreato 3 mesi facrescita misurataApri fonte ↗
3stelle GitHubstabile
6
AI Guardian
MCP
AttivoUltimo commit 2 giorni fa · 2026-09-02
Governed local-LLM observability: model policy, prompt scanner, capture proxy, 21 tools.
PythonLicenza: MIT
mcpcreato 54 giorni facrescita misurataApri fonte ↗
Installa claude mcp add ai-guardian -- uvx ai-guardian-aiops
0stelle GitHubstabile
7
pyxen
Agente
AttivoUltimo commit 2 mesi fa · 2026-06-28
A lightweight Python library that decouples agentic runtime from applications it builds
PythonLicenza: MIT
- a2a
- agent-runtime
- agents
- observability
- portability
githubcreato 2 mesi facrescita misurataApri fonte ↗
1stelle GitHubstabile
8
sample-agentcore-enterprise-platform
Agente
AttivoUltimo commit oggi · 2026-09-04
Amazon Bedrock AgentCore enterprise platform accelerator with AWS CDK, Terraform organization guardrails, MCP/A2A agents, security, memory, and observability.
PythonLicenza: Apache-2.0
- a2a-protocol
- agentcore
- agentcore-agent
- agentcore-gateway
- agentcore-identity
githubcreato 24 giorni fanuovocrescita misurataApri fonte ↗
6stelle GitHub+1 (+20.0 %)
9
agentic-engineering-marketplace
Skill
AttivoUltimo commit 37 giorni fa · 2026-07-29
Claude Code plugin marketplace — agentic-engineering (spec-driven shape→decide→execute→measure→eval with adversarial review) + github-keeper (audit/elevate READMEs and make a repo open-source-ready).
PythonLicenza: MIT
- adr
- agentic-engineering
- ai-agents
- anthropic
- claude-code
githubcreato 2 mesi facrescita misurataApri fonte ↗
Installa /plugin marketplace add GiustoPiedimonte/agentic-engineering-marketplace
13stelle GitHubstabile
10
altk-evolve
MCP
AttivoUltimo commit 2 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
11
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
12
shokunin-review
Altro
AttivoUltimo commit 2 mesi fa · 2026-06-25
Terminal-first validation harness for reviewing PRDs, RFCs, strategy docs, and experiment plans.
TypeScript
- ai-agents
- claude-code
- claude-code-skills
- cli
- evals
githubcreato 2 mesi facrescita misurataApri fonte ↗
1stelle GitHubstabile
13
primal-core
Agente
DormienteUltimo commit 3 mesi fa · 2026-05-18
The reliability and interoperability layer for AI agents. A2A-native. MCP-bridged.
PythonLicenza: Apache-2.0
- a2a
- agent-framework
- agents
- ai
- ai-safety
githubcreato 3 mesi facrescita misurataApri fonte ↗
1stelle GitHubstabile
14
nudge
MCP
AttivoUltimo commit 14 giorni fa · 2026-08-21
A typed, replayable, budget-aware programming language for LLM agents. Compiles to Python & TypeScript.
Shell
- a2a
- agent-framework
- agentic-ai
- ai
- ai-agents
githubcreato 50 giorni facrescita misurataApri fonte ↗
2stelle GitHubstabile
15
craft-skills
Skill
AttivoUltimo commit oggi · 2026-09-04
Research-backed, eval-driven skills for AI agents
PythonLicenza: Apache-2.0
- agent-skills
- ai-agents
- codex
- design
- evals
githubcreato 32 giorni facrescita misurataApri fonte ↗
Installa git clone https://github.com/ZSeven-W/craft-skills ~/.claude/skills/craft-skills
145stelle GitHub+9 (+6.6 %)
16
langfuse-docs
Skill
AttivoUltimo commit oggi · 2026-09-05
🪢 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
240stelle GitHub+4 (+1.7 %)
17
eval-layer
Altro
DormienteUltimo commit 4 mesi fa · 2026-04-29
A Claude Code skill that adds a rubric-based eval layer to any agent project. Framework-agnostic — generates rubric, test cases, judge prompt, and harness. Returns a weighted score plus a judge-leniency signal.
HTML
- agent-evaluation
- anthropic
- claude-code
- claude-code-skill
- evals
githubcreato 4 mesi facrescita misurataApri fonte ↗
13stelle GitHubstabile
18
evoagent-os
Agente
AttivoUltimo commit 26 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 26 giorni fanuovocrescita misurataApri fonte ↗
0stelle GitHubstabile
19
dynatrace-for-ai
Skill
AttivoUltimo commit 5 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 %)
20
memroos
Agente
AttivoUltimo commit 1 giorno fa · 2026-09-04
MemroOS / memroos: memory OS and governance layer for AI agents, agent workflows, dispatch, proof, and context continuity.
TypeScript
- a2a
- agent-governance
- agent-memory
- agent-orchestration
- agent-workflows
githubcreato 4 mesi facrescita misurataApri fonte ↗
7stelle GitHubstabile
21
homestream
Altro
AttivoUltimo commit 53 giorni fa · 2026-07-14
🔑 HomeStream · 家园·流 — 零成本自托管多Agent协作框架，通往AI世界的那把钥匙 | Zero-cost self-hosted multi-agent framework — The key to AI world
PythonLicenza: MIT
- a2a-protocol
- agent-framework
- ai
- causal-memory
- event-stream
githubcreato 57 giorni facrescita misurataApri fonte ↗
0stelle GitHubstabile
22
adl-cli
Altro
AttivoUltimo commit oggi · 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 %)
23
SkillCorpus
Skill
AttivoUltimo commit 2 giorni fa · 2026-09-02
Open-source infrastructure that turns scattered SKILL.md files into curated, retrieval-ready agent-skill corpora—with retrieval and evaluation tooling included.
PythonLicenza: Apache-2.0
- agent-memory
- agent-skills
- ai-agents
- benchmark
- dataset
githubcreato 25 giorni fanuovocrescita misurataApri fonte ↗
Installa git clone https://github.com/EverMind-AI/SkillCorpus ~/.claude/skills/SkillCorpus
525stelle GitHub+199 (+61.0 %)
24
suede-creator-skills
MCP
AttivoUltimo commit oggi · 2026-09-05
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 %)
25
simple-output-styles
Skill
AttivoUltimo commit oggi · 2026-09-05
Make Claude write clearly, for everyone.
PythonLicenza: 0BSD
- claude-code
- claude-code-plugin
- controlled-language
- llm-evaluation
- output-style
githubcreato 35 giorni facrescita misurataApri fonte ↗
Installa /plugin marketplace add stefanobaghino/simple-output-styles
16stelle GitHubstabile

Osservabilità LLM

Utilizzo

Attività

Ordina per

Classifica degli strumenti

SkillEvaluator

supervisor-skill-claude

historian

DeepSeek-Infra

sre-on-call

AI Guardian

pyxen

sample-agentcore-enterprise-platform

agentic-engineering-marketplace

altk-evolve

rashomon

shokunin-review

primal-core

nudge

craft-skills

langfuse-docs

eval-layer

evoagent-os

dynatrace-for-ai

memroos

homestream

adl-cli

SkillCorpus

suede-creator-skills

simple-output-styles