Le descrizioni degli strumenti sono in inglese.

Osservabilità LLM

Monitoraggio, tracce, valutazione e qualità delle applicazioni LLM.

122

Classifica degli strumenti

Ranked by normalized popularity across sources. I valori grezzi mantengono la propria finestra; una variazione richiede almeno due rilevazioni in 7 giorni.

1
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 famomentum stimatoApri fonte ↗
47stelle GitHub—
2
mini-program-engineering-skill-suite
Skill
AttivoUltimo commit 3 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 fanuovocrescita misurataApri fonte ↗
Installa git clone https://github.com/NocodeMrLi/mini-program-engineering-skill-suite ~/.claude/skills/mini-program-engineering-skill-suite
43stelle GitHub+4 (+10.3 %)
3
claudestat
Skill
AttivoUltimo commit 1 giorno fa · 2026-09-02
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 GitHubstabile
4
opus-fable-playbook
Skill
AttivoUltimo commit 2 mesi fa · 2026-07-03
Make Claude Opus 4.8 behave like Claude Fable 5 — doctrine output style, drift-catching hooks, and an eval loop against golden Fable transcripts. Claude Code plugin.
ShellLicenza: MIT
- anthropic
- claude
- claude-code
- claude-code-plugin
- evals
githubcreato 2 mesi facrescita misurataApri fonte ↗
Installa /plugin marketplace add rennf93/opus-fable-playbook
34stelle GitHub+1 (+3.0 %)
5
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
6
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 6 mesi facrescita misurataApri fonte ↗
26stelle GitHubstabile
7
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
8
bar-observatory
MCP
AttivoUltimo commit 7 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 22 giorni fanuovocrescita misurataApri fonte ↗
22stelle GitHub+2 (+10.0 %)
9
opik-claude-code-plugin
MCP
AttivoUltimo commit 35 giorni fa · 2026-07-30
Log Claude Code sessions to Opik, the open-source LLM observability and evaluation platform, built by Comet. Tracing, evaluation, and skills for observable AI applications.
GoLicenza: Apache-2.0
- ai-agent
- claude-ai
- claude-code-plugin
- llm-observation
- mcp-server
githubcreato 6 mesi facrescita misurataApri fonte ↗
22stelle GitHub+1 (+4.8 %)
10
untell
Altro
AttivoUltimo commit 1 giorno fa · 2026-09-03
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
11
rashomon
Skill
AttivoUltimo commit 4 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
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
13
io.github.OtherVibes/mcp-as-a-judge
MCP
DormienteUltimo commit 8 mesi fa · 2025-12-15
MCP as a Judge: a behavioral MCP that strengthens AI coding assistants via explicit LLM evaluations
PythonLicenza: MIT
mcpcreato 12 mesi facrescita misurataApri fonte ↗
Installa claude mcp add mcp-as-a-judge -- uvx mcp-as-a-judge
17stelle GitHubstabile
14
simple-output-styles
Skill
AttivoUltimo commit 2 giorni fa · 2026-09-02
Make Claude write clearly, for everyone.
PythonLicenza: 0BSD
- claude-code
- claude-code-plugin
- controlled-language
- llm-evaluation
- output-style
githubcreato 33 giorni facrescita misurataApri fonte ↗
Installa /plugin marketplace add stefanobaghino/simple-output-styles
16stelle GitHubstabile
15
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 %)
16
agentic-engineering-marketplace
Skill
AttivoUltimo commit 36 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
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
io.github.spanlens/mcp-server
MCP
AttivoUltimo commit 11 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
19
ai-dev-stack
Skill
AttivoUltimo commit 2 mesi fa · 2026-06-29
Production-grade AI coding rules for Cursor and Claude Code. 15 rules + 9 doc templates + skills + agents + MCP setup. Drop into any project.
PythonLicenza: MIT
- ai-agents
- ai-coding
- ai-development
- ai-engineer
- automation
githubcreato 5 mesi facrescita misurataApri fonte ↗
Installa git clone https://github.com/aiagentwithdhruv/ai-dev-stack ~/.claude/skills/ai-dev-stack
10stelle GitHub+1 (+11.1 %)
20
skill-graveyard
Skill
AttivoUltimo commit 55 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 %)
21
bakeoff
Skill
AttivoUltimo commit 56 giorni fa · 2026-07-09
Turn one decision into a judged tournament of solutions, then pick the best — a Claude Code skill that generates candidates, auto-derives the rubric, judges independently, and returns a defensible winner.
JavaScriptLicenza: MIT
- ai-agents
- anthropic
- claude-code
- claude-code-plugin
- claude-skill
githubcreato 59 giorni facrescita misurataApri fonte ↗
Installa /plugin marketplace add CoriChui/bakeoff
10stelle GitHubstabile
22
galdor
Altro
AttivoUltimo commit 11 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

Risorse didattiche e di riferimento

Ranked by normalized popularity across sources. Queste risorse restano accessibili separatamente e non partecipano alla classifica principale.

1
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
33stelle GitHub+3 (+10.0 %)
2
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 40 giorni faRisorsacrescita misurata
18stelle GitHubstabile
3
trigger_tree
Skill
AttivoUltimo commit 3 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 3 giorni facreato 48 giorni faRisorsacrescita misurata
14stelle GitHub+1 (+7.7 %)

Osservabilità LLM

Utilizzo

Attività

Ordina per

Classifica degli strumenti

cap-evolve

mini-program-engineering-skill-suite

claudestat

opus-fable-playbook

langsmith-fetch-skill

astragraph

sentry-instrumentation

bar-observatory

opik-claude-code-plugin

untell

rashomon

parallel-adversarial-review

io.github.OtherVibes/mcp-as-a-judge

simple-output-styles

adl-cli

agentic-engineering-marketplace

eval-layer

io.github.spanlens/mcp-server

ai-dev-stack

skill-graveyard

bakeoff

galdor

Risorse didattiche e di riferimento

awesome-llm-observability

Agentic_AI_Engineer

trigger_tree