Le descrizioni degli strumenti sono in inglese.

Osservabilità LLM

Monitoraggio, tracce, valutazione e qualità delle applicazioni LLM.

124

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
CodeFlow
Agente
AttivoUltimo commit 5 giorni fa · 2026-08-28
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 7 giorni fanuovocrescita misurataApri fonte ↗
0stelle GitHubstabile
2
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 9 giorni fanuovocrescita misurataApri fonte ↗
Installa git clone https://github.com/MrZoyo/deslop-GPT ~/.claude/skills/deslop-GPT
55stelle GitHub+27 (+96.4 %)
3
urusilla
Agente
AttivoUltimo commit 10 giorni fa · 2026-08-23
Experimental no-install semantic language for AI agents: typed action/state, safe NL/JSON fallback, and falsifiable public evals. Try the one-file probe.
PythonLicenza: Apache-2.0
- a2a
- agent-communication
- agent-protocol
- agentic-ai
- ai-agents
githubcreato 13 giorni fanuovomomentum stimatoApri fonte ↗
1stelle GitHub—
4
dsh-plugins
Agente
AttivoUltimo commit 4 giorni fa · 2026-08-29
Generic DeepSeek Harness (dsh) plugins: A2A protocol server, session storage mirror, and Langfuse observability.
TypeScriptLicenza: MIT
- agent2agent
- ai-agents
- cordis
- deepseek-harness
- dsh
githubcreato 14 giorni fanuovocrescita misurataApri fonte ↗
1stelle GitHubstabile
5
Agent-Reliability-and-Evaluation-Lab
MCP
AttivoUltimo commit 12 giorni fa · 2026-08-21
Production reliability, benchmarking, and evaluation layer for MCP agent runtimes — protocol negotiation, A2A interop, circuit breakers, connection pooling, adaptive streaming, and autoscaling, with measured throughput/latency and a…
PythonLicenza: Apache-2.0
- a2a-protocol
- agent-to-agent
- ai-agents
- async-python
- autoscaling
githubcreato 15 giorni fanuovocrescita misurataApri fonte ↗
3stelle GitHubstabile
6
supervisor-skill-claude
Skill
AttivoUltimo commit 19 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 19 giorni fanuovocrescita misurataApri fonte ↗
Installa git clone https://github.com/ma-nucho-pro/supervisor-skill-claude ~/.claude/skills/supervisor-skill-claude
2stelle GitHubstabile
7
mini-program-engineering-skill-suite
Skill
AttivoUltimo commit 1 giorno 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 20 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—
8
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 %)
9
sample-agentcore-enterprise-platform
Agente
AttivoUltimo commit 1 giorno fa · 2026-09-01
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 22 giorni fanuovocrescita misurataApri fonte ↗
5stelle GitHub+1 (+25.0 %)
10
SkillCorpus
Skill
AttivoUltimo commit 1 giorno fa · 2026-09-01
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 22 giorni fanuovocrescita misurataApri fonte ↗
Installa git clone https://github.com/EverMind-AI/SkillCorpus ~/.claude/skills/SkillCorpus
424stelle GitHub+204 (+92.7 %)
11
evoagent-os
Agente
AttivoUltimo commit 23 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 23 giorni fanuovocrescita misurataApri fonte ↗
0stelle GitHubstabile
12
agent-stack
Skill
AttivoUltimo commit 1 giorno 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 27 giorni fanuovocrescita misurataApri fonte ↗
Installa git clone https://github.com/ssheleg/agent-stack ~/.claude/skills/agent-stack
2stelle GitHub+1 (+100.0 %)
13
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 30 giorni facrescita misurataApri fonte ↗
Installa git clone https://github.com/ZSeven-W/craft-skills ~/.claude/skills/craft-skills
142stelle GitHub+21 (+17.4 %)
14
simple-output-styles
Skill
AttivoUltimo commit oggi · 2026-09-02
Make Claude write clearly, for everyone.
PythonLicenza: 0BSD
- claude-code
- claude-code-plugin
- controlled-language
- llm-evaluation
- output-style
githubcreato 32 giorni facrescita misurataApri fonte ↗
Installa /plugin marketplace add stefanobaghino/simple-output-styles
16stelle GitHubstabile
15
skill-adherencia-reglas
Skill
AttivoUltimo commit 33 giorni fa · 2026-07-31
Skill instalable para Claude Code que mide si tu agente cumple las reglas establecidas. Lee el historial de sesiones de tu disco y devuelve un porcentaje por regla de cumplimiento. Sin instalar nada, sin red, biblioteca estándar.
PythonLicenza: MIT
- ai-evaluation
- claude
- claude-code
- claude-code-plugin
- claude-code-skill
githubcreato 37 giorni facrescita misurataApri fonte ↗
Installa /plugin marketplace add jleonceo/skill-adherencia-reglas
1stelle GitHubstabile
16
adherencia-reglas
Skill
AttivoUltimo commit 33 giorni fa · 2026-07-31
Mide si tu agente de IA cumple las reglas que le escribiste. Lee el historial local de Claude Code y devuelve un porcentaje por regla. Sin instalar nada, sin red, biblioteca estándar.
PythonLicenza: MIT
- agent-evaluation
- ai-agents
- claude-code
- claude-code-skill
- claude-code-skills
githubcreato 37 giorni facrescita misurataApri fonte ↗
Installa git clone https://github.com/jleonceo/adherencia-reglas ~/.claude/skills/adherencia-reglas
1stelle GitHubstabile
17
multi-agent-system-architect-v2
Skill
AttivoUltimo commit 37 giorni fa · 2026-07-27
Agent Skill that asks: should there be an agentic system at all? Then designs, builds, audits, verifies, and ports systems—from workflows to governed teams.
PythonLicenza: Apache-2.0
- agent-skills
- agentic-ai
- ai-agents
- anthropic-skills
- antigravity
githubcreato 41 giorni facrescita misurataApri fonte ↗
Installa git clone https://github.com/ingcontartese-netizen/multi-agent-system-architect-v2 ~/.claude/skills/multi-agent-system-architect-v2
1stelle GitHubstabile
18
VeriRun
Altro
AttivoUltimo commit 3 giorni fa · 2026-08-30
Evidence-first infrastructure for reproducible, isolated executable evaluation and online rewards.
PythonLicenza: Apache-2.0
- benchmark
- kubernetes
- llm-evaluation
- llm-infrastructure
- ray
githubcreato 42 giorni famomentum stimatoApri fonte ↗
116stelle GitHub—
19
skill-receipts
Skill
AttivoUltimo commit 34 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 42 giorni facrescita misurataApri fonte ↗
Installa git clone https://github.com/sjh9714/skill-receipts ~/.claude/skills/skill-receipts
2stelle GitHubstabile
20
boundary-bench
Agente
AttivoUltimo commit 6 giorni fa · 2026-08-26
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 42 giorni facrescita misurataApri fonte ↗
1stelle GitHubstabile
21
adlc-team-skills
Skill
AttivoUltimo commit 13 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 %)
22
nudge
MCP
AttivoUltimo commit 12 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 48 giorni facrescita misurataApri fonte ↗
2stelle GitHubstabile
23
a2a-otel-kit
MCP
AttivoUltimo commit 22 giorni fa · 2026-08-11
Vendor-neutral OpenTelemetry tracing for A2A agents and MCP services, with W3C context propagation and privacy-safe telemetry.
PythonLicenza: MIT
- a2a
- agent2agent
- agentic-ai
- ai-agents
- clean-architecture
githubcreato 48 giorni facrescita misurataApri fonte ↗
1stelle GitHubstabile

Risorse didattiche e di riferimento

Ranked by creation date, newest first; undated entries come last. Queste risorse restano accessibili separatamente e non partecipano alla classifica principale.

1
Agentic_AI_Engineer
Agente
AttivoUltimo commit 1 giorno 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 1 giorno facreato 38 giorni faRisorsacrescita misurata
18stelle GitHubstabile
2
trigger_tree
Skill
AttivoUltimo commit 1 giorno 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 1 giorno facreato 47 giorni faRisorsacrescita misurata
14stelle GitHub+1 (+7.7 %)

Osservabilità LLM

Utilizzo

Attività

Ordina per

Classifica degli strumenti

CodeFlow

deslop-GPT

urusilla

dsh-plugins

Agent-Reliability-and-Evaluation-Lab

supervisor-skill-claude

mini-program-engineering-skill-suite

bar-observatory

sample-agentcore-enterprise-platform

SkillCorpus

evoagent-os

agent-stack

craft-skills

simple-output-styles

skill-adherencia-reglas

adherencia-reglas

multi-agent-system-architect-v2

VeriRun

skill-receipts

boundary-bench

adlc-team-skills

nudge

a2a-otel-kit

Risorse didattiche e di riferimento

Agentic_AI_Engineer

trigger_tree