Le descrizioni degli strumenti sono in inglese.

Osservabilità LLM

Monitoraggio, tracce, valutazione e qualità delle applicazioni LLM.

121

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
agent-stack
Skill
AttivoUltimo commit 5 giorni fa · 2026-09-01
Production patterns for agent orchestrators, harnesses, evals, MCP/A2A interoperability, memory, provider routing, and LLM usage metering.
PythonLicenza: MIT
- a2a
- agent-orchestration
- agent-skills
- ai-agents
- developer-tools
githubcreato 31 giorni facrescita misurataApri fonte ↗
Installa git clone https://github.com/ssheleg/agent-stack ~/.claude/skills/agent-stack
2stelle GitHubstabile
2
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
3
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
4
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
5
Agents-eval
Agente
DormienteUltimo commit 3 mesi fa · 2026-05-17
A Multi-Agent System (MAS) evaluation framework using PydanticAI that generates and evaluates scientific paper reviews through a three-tiered assessment approach: traditional metrics, LLM-as-a-Judge, and graph-based complexity analysis.
PythonLicenza: Apache-2.0
- a2a-protocol
- agent-evaluation
- agentbeats
- ai-agents
- benchmarks
githubcreato 19 mesi facrescita misurataApri fonte ↗
2stelle GitHubstabile
6
sentry-instrumentation
Skill
AttivoUltimo commit 2 mesi fa · 2026-06-19
Sentry instrumentation skill for system-behavior tracking
ShellLicenza: MIT
- agent-skills
- claude-skills
- codex-skill
- instrumentation
- monitoring
githubcreato 4 mesi facrescita misurataApri fonte ↗
Installa git clone https://github.com/tortastudios/sentry-instrumentation ~/.claude/skills/sentry-instrumentation
24stelle GitHubstabile
7
supervisor-skill-claude
Skill
AttivoUltimo commit 23 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 23 giorni fanuovocrescita misurataApri fonte ↗
Installa git clone https://github.com/ma-nucho-pro/supervisor-skill-claude ~/.claude/skills/supervisor-skill-claude
2stelle GitHubstabile
8
CodeFlow
Agente
AttivoUltimo commit 4 giorni fa · 2026-09-03
面向长程研发任务的 Java Agent Harness，支持 A2A 跨语言协作、可恢复执行、上下文工程与 Eval 驱动开发。
JavaLicenza: Apache-2.0
- a2a
- agentic-ai
- ai-agents
- developer-tools
- evals
githubcreato 11 giorni fanuovocrescita misurataApri fonte ↗
0stelle GitHubstabile
9
skill-receipts
Skill
AttivoUltimo commit 38 giorni fa · 2026-07-30
Claude Code skills where every entry ships receipts — accuracy-gated benchmarks against baseline and placebo, rejects published
JavaScriptLicenza: MIT
- agent-skills
- ai-agents
- anthropic
- benchmark
- claude
githubcreato 46 giorni facrescita misurataApri fonte ↗
Installa git clone https://github.com/sjh9714/skill-receipts ~/.claude/skills/skill-receipts
2stelle GitHubstabile
10
bar-observatory
MCP
AttivoUltimo commit 10 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 25 giorni fanuovocrescita misurataApri fonte ↗
22stelle GitHubstabile
11
nudge
MCP
AttivoUltimo commit 16 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 52 giorni facrescita misurataApri fonte ↗
2stelle GitHubstabile
12
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
13
rashomon
Skill
AttivoUltimo commit 7 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
14
agenttap
Agente
DormienteUltimo commit 5 mesi fa · 2026-04-05
Real-time debugging proxy for Agent2Agent (A2A) multi-agent systems
Licenza: MIT
- a2a
- agent2agent
- debugging
- debugging-tool
- developer-tools
githubcreato 5 mesi facrescita misurataApri fonte ↗
3stelle GitHubstabile
15
headsup
Skill
AttivoUltimo commit 19 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
16
sc-prism-releases
Skill
AttivoUltimo commit 3 giorni fa · 2026-09-03
Run many AIs on one board and keep control of all of it. Deterministic code decides who acts — never a model. A privacy floor keeps sensitive work on your machine, your own tests decide what counts as done, and every action lands on a…
- a2a
- agent-orchestration
- agent-skills
- ai-agents
- ai-governance
githubcreato 3 giorni fanuovocrescita misurataApri fonte ↗
Installa git clone https://github.com/sandhusukhdeep2/sc-prism-releases ~/.claude/skills/sc-prism-releases
1stelle GitHubstabile
17
verdict-contract
Skill
AttivoUltimo commit 7 giorni fa · 2026-08-30
Your LLM reviewer said APPROVE. Did it? A structured verdict contract: prompt rule + parser + exit-code gate in one stdlib file, with the 42 counterexamples that forced every line. Free, MIT.
PythonLicenza: MIT
- agent-skills
- ai-agents
- ci
- claude-code
- claude-code-skills
githubcreato 33 giorni facrescita misurataApri fonte ↗
Installa git clone https://github.com/tonydzi/verdict-contract ~/.claude/skills/verdict-contract
2stelle GitHubstabile

Risorse didattiche e di riferimento

Classifica per crescita misurata e normalizzata tra le fonti. Queste risorse restano accessibili separatamente e non partecipano alla classifica principale.

1
trigger_tree
Skill
AttivoUltimo commit 5 giorni fa · 2026-09-01Apri fonte ↗
Documentation-discovery telemetry for Claude Code — heat/cold maps, health grade, evidence-backed router fixes. 100% local, zero tokens. /tt
PythonLicenza: MIT
- ai-agents
- claude-code
- claude-code-plugin
- docs-as-code
- documentation
github
Installa /plugin marketplace add Hedde/trigger_tree
attivo 5 giorni facreato 51 giorni faRisorsacrescita misurata
14stelle GitHubstabile
2
production-ai-engineering
Agente
AttivoUltimo commit 48 giorni fa · 2026-07-20Apri fonte ↗
Handbook técnico aberto sobre engenharia de IA em produção: ML tradicional, LLMs, RAG, agentes, segurança, observabilidade, FinOps e deployment.
Markdown
- a2a-protocol
- agentic-ai
- ai
- ai-agents
- ai-engineering
githubattivo 48 giorni facreato 3 mesi faRisorsacrescita misurata
1stelle GitHubstabile
3
Agentic_AI_Engineer
Agente
AttivoUltimo commit 5 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 5 giorni facreato 42 giorni faRisorsacrescita misurata
18stelle GitHubstabile
4
tunelab
Skill
AttivoUltimo commit 43 giorni fa · 2026-07-25Apri fonte ↗
Claude Code plugin for LLM fine-tuning, distillation, and evaluation — decide whether you need fine-tuning at all, distill your LLM logs into small local models (MLX/LoRA), evaluate with held-out discipline, and learn the why at every step.
PythonLicenza: MIT
- claude-code
- claude-code-plugin
- distillation
- fine-tuning
- llm-evaluation
github
Installa /plugin marketplace add rchaz/tunelab
attivo 43 giorni facreato 2 mesi faRisorsacrescita misurata
6stelle GitHubstabile

Osservabilità LLM

Utilizzo

Attività

Ordina per

Classifica degli strumenti

agent-stack

langsmith-fetch-skill

CustoFlow

astragraph

Agents-eval

sentry-instrumentation

supervisor-skill-claude

CodeFlow

skill-receipts

bar-observatory

nudge

sre-on-call

rashomon

agenttap

headsup

sc-prism-releases

verdict-contract

Risorse didattiche e di riferimento

trigger_tree

production-ai-engineering

Agentic_AI_Engineer

tunelab