Le descrizioni degli strumenti sono in inglese.

Osservabilità LLM

Monitoraggio, tracce, valutazione e qualità delle applicazioni LLM.

Classifica degli strumenti

Ranked by known GitHub stars, highest first; archived repositories come after maintained repositories. I valori grezzi mantengono la propria finestra; una variazione richiede almeno due rilevazioni in 7 giorni.

1
agent-kernel
Agente
AttivoUltimo commit 1 giorno fa · 2026-09-01
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 ↗
156stelle GitHub+19 (+13.9 %)
2
craft-skills
Skill
AttivoUltimo commit 11 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
142stelle GitHub+18 (+14.5 %)
3
VeriRun
Altro
AttivoUltimo commit 1 giorno fa · 2026-09-02
Evidence-first infrastructure for reproducible, isolated executable evaluation and online rewards.
PythonLicenza: Apache-2.0
- benchmark
- kubernetes
- llm-evaluation
- llm-infrastructure
- ray
githubcreato 43 giorni facrescita misurataApri fonte ↗
140stelle GitHub+24 (+20.7 %)
4
adlc-team-skills
Skill
AttivoUltimo commit 14 giorni fa · 2026-08-20
🐙 ADLC Team Skills — Agentic SDLC for Engineering Teams
ShellLicenza: MIT
- adr
- agent-skills
- agentic-sdlc
- ai-coding
- developer-tools
githubcreato 44 giorni facrescita misurataApri fonte ↗
Installa git clone https://github.com/tikalk/adlc-team-skills ~/.claude/skills/adlc-team-skills
132stelle GitHub+1 (+0.76 %)
5
dynatrace-for-ai
Skill
AttivoUltimo commit 3 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
132stelle GitHub+4 (+3.1 %)
6
suede-creator-skills
MCP
AttivoUltimo commit 1 giorno fa · 2026-09-02
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 %)
7
langfuse-mcp
MCP
AttivoUltimo commit 7 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
8
altk-evolve
MCP
AttivoUltimo commit 8 giorni fa · 2026-08-25
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 %)
9
opentelemetry-agent-skills
Skill
AttivoUltimo commit 2 giorni fa · 2026-09-01
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+4 (+4.3 %)
10
skill-kit
Skill
AttivoUltimo commit 2 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 %)
11
skill-eval-harness
Skill
AttivoUltimo commit 3 giorni fa · 2026-08-31
Agent Skill evaluation harness for paired variants, trace artifacts, and runner adapters
PythonLicenza: MIT
- agent-skills
- evals
- python
- skills
githubcreato 2 mesi facrescita misurataApri fonte ↗
Installa git clone https://github.com/adewale/skill-eval-harness ~/.claude/skills/skill-eval-harness
73stelle GitHub+4 (+5.8 %)
12
AgentX-Python
Altro
AttivoUltimo commit 2 giorni fa · 2026-09-01
AgentX python SDK. Build multi-agent AI workforce. Run evaluation. Trace your agent. Full Observability.
PythonLicenza: Apache-2.0
- a2a
- agent
- agent-monitoring
- evaluation
- mcp
githubcreato 2 anni facrescita misurataApri fonte ↗
68stelle GitHubstabile
13
deslop-GPT
Skill
AttivoUltimo commit 6 giorni fa · 2026-08-27
Deletion-first Agent Skill for removing test bloat, verification theater, and speculative fallbacks while preserving behavior.
PythonLicenza: MIT
- agent-skills
- claude
- claude-ai
- claude-code
- claude-skills
githubcreato 10 giorni fanuovocrescita misurataApri fonte ↗
Installa git clone https://github.com/MrZoyo/deslop-GPT ~/.claude/skills/deslop-GPT
55stelle GitHub+27 (+96.4 %)
14
seo-skill-bench
Skill
AttivoUltimo commit 12 giorni fa · 2026-08-21
Open benchmark for Claude Code SEO skills — real headless execution against fixture sites with planted-defect answer keys. Deterministic scoring, pre-registered rubric.
JavaScriptLicenza: MIT
- aeo
- agent-skills
- ai
- ai-seo
- benchmark
githubcreato 2 mesi facrescita misurataApri fonte ↗
Installa git clone https://github.com/aleclindz/seo-skill-bench ~/.claude/skills/seo-skill-bench
51stelle GitHub-5 (-8.9 %)
15
nora
MCP
AttivoUltimo commit 2 giorni fa · 2026-09-01
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+2 (+4.2 %)
16
arize-skills
Skill
AttivoUltimo commit 5 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 facrescita misurataApri fonte ↗
Installa git clone https://github.com/Arize-ai/arize-skills ~/.claude/skills/arize-skills
47stelle GitHubstabile
17
cap-evolve
MCP
AttivoUltimo commit 7 giorni fa · 2026-08-27
Optimize any AI agent’s skills, tools/MCP, and prompts against your own evals.
PythonLicenza: Apache-2.0
- agent-optimization
- agent-skills
- agentic-ai
- ai-agents
- claude
githubcreato 2 mesi facrescita misurataApri fonte ↗
47stelle GitHub+1 (+2.2 %)
18
mini-program-engineering-skill-suite
Skill
AttivoUltimo commit 2 giorni fa · 2026-09-01
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…
PythonLicenza: MIT
- agent-skills
- ai-agents
- alipay
- ci-cd
- claude-code
githubcreato 21 giorni fanuovomomentum stimatoApri fonte ↗
Installa git clone https://github.com/NocodeMrLi/mini-program-engineering-skill-suite ~/.claude/skills/mini-program-engineering-skill-suite
39stelle GitHub—
19
claudestat
Skill
AttivoUltimo commit 3 giorni fa · 2026-08-30
Real-time execution trace and cost intelligence for Claude Code
TypeScriptLicenza: MIT
- agentic-workflow
- ai-productivity
- anthropic
- anthropic-claude
- claude
githubcreato 4 mesi facrescita misurataApri fonte ↗
Installa /plugin marketplace add DeibyGS/claudestat
34stelle GitHub+1 (+3.0 %)
20
bar-observatory
MCP
AttivoUltimo commit 6 giorni fa · 2026-08-27
Deterministic, local-only audit reports for Claude Code AI agent sessions. Rust + SQLite. Zero network calls. MCP server for agents.
HTMLLicenza: MIT
- agent-monitoring
- agentic-ai
- ai-agents
- ai-engineering
- audit
githubcreato 21 giorni fanuovocrescita misurataApri fonte ↗
22stelle GitHub+2 (+10.0 %)
21
rashomon
Skill
AttivoUltimo commit 3 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
22
untell
Altro
AttivoUltimo commit 1 giorno fa · 2026-09-02
AI-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…
PythonLicenza: MIT
- ai-detection
- ai-detector
- benchmark
- claude-code
- claude-code-skill
githubcreato 2 mesi facrescita misurataApri fonte ↗
18stelle GitHubstabile

Risorse didattiche e di riferimento

Ranked by known GitHub stars, highest first; archived repositories come after maintained repositories. Queste risorse restano accessibili separatamente e non partecipano alla classifica principale.

1
awesome-agentic-devops
MCP
AttivoUltimo commit 2 giorni fa · 2026-09-01Apri fonte ↗
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.
PythonLicenza: MIT
- agent-skills
- agentic-ai
- agentic-devops
- ai-agents
- awesome
githubattivo 2 giorni facreato 2 mesi faRisorsacrescita misurata
77stelle GitHubstabile
2
awesome-llm-observability
Skill
AttivoUltimo commit 3 giorni fa · 2026-08-31Apri fonte ↗
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.
Python
- ai-agents
- ai-engineering
- ai-observability
- awesome
- awesome-list
github
Installa git clone https://github.com/ContextJet-ai/awesome-llm-observability ~/.claude/skills/awesome-llm-observability
attivo 3 giorni facreato 2 mesi faRisorsacrescita misurata
32stelle GitHub+2 (+6.7 %)
3
Agentic_AI_Engineer
Agente
AttivoUltimo commit 2 giorni fa · 2026-09-01Apri fonte ↗
My complete journey to becoming an Agentic AI Engineer through structured learning, projects, experiments, and production-ready implementations of modern AI systems.
Jupyter NotebookLicenza: MIT
- a2a-protocol
- agent-orchestration
- ai-guardrails
- fastapi
- kubernetes
githubattivo 2 giorni facreato 39 giorni faRisorsacrescita misurata
18stelle GitHubstabile

Osservabilità LLM

Utilizzo

Attività

Ordina per

Classifica degli strumenti

agent-kernel

craft-skills

VeriRun

adlc-team-skills

dynatrace-for-ai

suede-creator-skills

langfuse-mcp

altk-evolve

opentelemetry-agent-skills

skill-kit

skill-eval-harness

AgentX-Python

deslop-GPT

seo-skill-bench

nora

arize-skills

cap-evolve

mini-program-engineering-skill-suite

claudestat

bar-observatory

rashomon

untell

Risorse didattiche e di riferimento

awesome-agentic-devops

awesome-llm-observability

Agentic_AI_Engineer