Le descrizioni degli strumenti sono in inglese.

Osservabilità LLM

Monitoraggio, tracce, valutazione e qualità delle applicazioni LLM.

123

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
superlog
Altro
AttivoUltimo commit 4 giorni fa · 2026-08-30
Open-source observability tool that uses AI agents to self-heal your software
TypeScriptLicenza: Apache-2.0
- ai
- llm
- memory
- observability
- opentelemetry
githubcreato 3 mesi facrescita misurataApri fonte ↗
1 404stelle GitHub+2 (+0.14 %)
2
headsup
Skill
AttivoUltimo commit 15 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
3
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 %)
4
galdor
Altro
AttivoUltimo commit 10 giorni fa · 2026-08-24
A Go-native framework for LLM agents, with OpenTelemetry observability built in.
GoLicenza: Apache-2.0
- a2a
- agents
- ai
- anthropic
- bedrock
githubcreato 3 mesi facrescita misurataApri fonte ↗
10stelle GitHubstabile
5
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
6
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
7
anti-lie
Skill
DormienteUltimo commit 3 mesi fa · 2026-05-10
Don't make LLMs honest. Make every factual claim auditable. — An LLM Claim Auditing Layer with T1-T7 truth gradients. 98.1% business effectiveness on LiarBench v0.2.
Python
- agent-skills
- ai-safety
- anti-lie
- audit
- factuality
githubcreato 3 mesi facrescita misurataApri fonte ↗
Installa git clone https://github.com/lc198707/anti-lie ~/.claude/skills/anti-lie
89stelle GitHubstabile
8
parallel-adversarial-review
Skill
AttivoUltimo commit 2 mesi fa · 2026-06-06
Two Claude Code skills for adversarial code review (single-model PAR and multi-model MMAR with cross-critique to catch hallucinations), plus a fixture-based eval suite.
Python
- ai-agents
- claude-code-plugin
- code-review
- evals
- python
githubcreato 3 mesi facrescita misurataApri fonte ↗
Installa /plugin marketplace add prime-radiant-inc/parallel-adversarial-review
17stelle GitHubstabile
9
agent-skills-eval
Skill
AttivoUltimo commit 28 giorni fa · 2026-08-05
A test runner for agentskills.io-style AI agent skills
TypeScriptLicenza: MIT
- agent-evals
- agent-skills
- agentskills
- ai-agents
- cli
githubcreato 4 mesi facrescita misurataApri fonte ↗
Installa git clone https://github.com/darkrishabh/agent-skills-eval ~/.claude/skills/agent-skills-eval
719stelle GitHub+13 (+1.8 %)
10
mcp-smb-products
MCP
AttivoUltimo commit 2 mesi fa · 2026-07-03
8 MCP SMB products — standalone AI servers for SMBs: Guardrails, FinOps, Observability, Router, Trust Score, Memory, ThinkSecure, A2A Lite. 37 tools, TNC credits billing.
PythonLicenza: MIT
- a2a-protocol
- ai-governance
- finops
- guardrails
- mcp
githubcreato 4 mesi facrescita misurataApri fonte ↗
1stelle GitHubstabile
11
skill-graveyard
Skill
AttivoUltimo commit 54 giorni fa · 2026-07-10
Audit which Claude Code skills you actually use — surface dead installs and hallucinated invocations from your session logs.
TypeScriptLicenza: MIT
- anthropic
- audit
- claude
- claude-code
- claude-code-plugin
githubcreato 4 mesi facrescita misurataApri fonte ↗
Installa /plugin marketplace add sfrangulov/skill-graveyard
10stelle GitHub+1 (+11.1 %)
12
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 %)
13
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
14
io.github.spanlens/mcp-server
MCP
AttivoUltimo commit 10 giorni fa · 2026-08-24
Query Spanlens LLM observability from Cursor, Claude Desktop, or Continue via MCP.
↓ 32 download/settimanaTypeScriptLicenza: MIT
mcpcreato 4 mesi facrescita misurataApri fonte ↗
Installa claude mcp add mcp-server -- npx @spanlens/mcp-server
12stelle GitHubstabile
15
agentanvil
Agente
DormienteUltimo commit 4 mesi fa · 2026-04-29
Contract-based testing for LLM agents: hybrid evaluation, multi-agent + A2A, deterministic replay.
PythonLicenza: MIT
- a2a
- agents
- contracts
- evaluation
- llm
githubcreato 4 mesi facrescita misurataApri fonte ↗
0stelle GitHubstabile
16
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
17
memroos
Agente
AttivoUltimo commit 1 giorno fa · 2026-09-01
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
18
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
19
yao-meta-skill
Skill
AttivoUltimo commit 17 giorni fa · 2026-08-17
YAO = Yielding AI Outcomes. A rigorous engineering, evaluation, governance, and portability system for reusable agent skills.
PythonLicenza: MIT
- agent-skills
- ai-agents
- evaluation
- governance
- meta-skill
githubcreato 5 mesi facrescita misurataApri fonte ↗
Installa git clone https://github.com/yaojingang/yao-meta-skill ~/.claude/skills/yao-meta-skill
2 577stelle GitHub+35 (+1.4 %)
20
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 %)
21
agentgateway
MCP
AttivoUltimo commit 1 giorno fa · 2026-09-01
AgentGateway — independent third-party profile of a public API surface, by API Evangelist. AgentGateway is an open-source, AI-native proxy and gateway for routing, observing, and governing traffic to and from AI agents, LLM providers, and…
- agent-to-agent
- ai-gateway
- api-gateway
- apis-json
- cncf
githubcreato 5 mesi facrescita misurataApri fonte ↗
0stelle GitHubstabile
22
AgentStack
Agente
AttivoUltimo commit 2 giorni fa · 2026-09-01
Provide clear documentation for AgentStack’s MCP protocol, plugins, and ecosystem API with usage examples and tool references.
- a2a
- anthropic
- claude-code
- crewai
- deep-learning
githubcreato 5 mesi facrescita misurataApri fonte ↗
0stelle GitHubstabile
23
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
24
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 %)

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
production-ai-engineering
Agente
AttivoUltimo commit 44 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 44 giorni facreato 3 mesi faRisorsacrescita misurata
1stelle GitHubstabile

Osservabilità LLM

Utilizzo

Attività

Ordina per

Classifica degli strumenti

superlog

headsup

suede-creator-skills

galdor

primal-core

sre-on-call

anti-lie

parallel-adversarial-review

agent-skills-eval

mcp-smb-products

skill-graveyard

claudestat

eval-layer

io.github.spanlens/mcp-server

agentanvil

sentry-instrumentation

memroos

agenttap

yao-meta-skill

dynatrace-for-ai

agentgateway

AgentStack

forge-skills

nora

Risorse didattiche e di riferimento

production-ai-engineering