Le descrizioni degli strumenti sono in inglese.

Osservabilità LLM

Monitoraggio, tracce, valutazione e qualità delle applicazioni LLM.

Utilizzo

Attività

Ordina per

65

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. 1

    Agente
    Attivo

    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

    githubcrescita misurataApri fonte ↗

    0stelle GitHubstabile
  2. 2

    Skill
    Attivo

    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

    githubcrescita misurataApri fonte ↗

    Installa git clone https://github.com/MrZoyo/deslop-GPT ~/.claude/skills/deslop-GPT

    55stelle GitHub+27 (+96.4 %)
  3. 3

    Agente
    Attivo

    Generic DeepSeek Harness (dsh) plugins: A2A protocol server, session storage mirror, and Langfuse observability.

    TypeScriptLicenza: MIT
    • agent2agent
    • ai-agents
    • cordis
    • deepseek-harness
    • dsh

    githubcrescita misurataApri fonte ↗

    1stelle GitHubstabile
  4. 4

    MCP
    Attivo

    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

    githubcrescita misurataApri fonte ↗

    3stelle GitHubstabile
  5. 5

    Skill
    Attivo

    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

    githubcrescita misurataApri fonte ↗

    Installa git clone https://github.com/ma-nucho-pro/supervisor-skill-claude ~/.claude/skills/supervisor-skill-claude

    2stelle GitHubstabile
  6. 6

    Skill
    Attivo

    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

    githubmomentum stimatoApri fonte ↗

    Installa git clone https://github.com/NocodeMrLi/mini-program-engineering-skill-suite ~/.claude/skills/mini-program-engineering-skill-suite

    39stelle GitHub—
  7. 7

    MCP
    Attivo

    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

    githubcrescita misurataApri fonte ↗

    22stelle GitHub+2 (+10.0 %)
  8. 8

    Agente
    Attivo

    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

    githubcrescita misurataApri fonte ↗

    5stelle GitHub+1 (+25.0 %)
  9. 9

    Skill
    Attivo

    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

    githubcrescita misurataApri fonte ↗

    Installa git clone https://github.com/EverMind-AI/SkillCorpus ~/.claude/skills/SkillCorpus

    424stelle GitHub+170 (+66.9 %)
  10. 10

    Agente
    Attivo

    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

    githubcrescita misurataApri fonte ↗

    0stelle GitHubstabile
  11. 11

    Skill
    Attivo

    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

    githubcrescita misurataApri fonte ↗

    Installa git clone https://github.com/ssheleg/agent-stack ~/.claude/skills/agent-stack

    2stelle GitHub+1 (+100.0 %)
  12. 12

    Skill
    Attivo

    Research-backed, eval-driven skills for AI agents

    PythonLicenza: Apache-2.0
    • agent-skills
    • ai-agents
    • codex
    • design
    • evals

    githubcrescita misurataApri fonte ↗

    Installa git clone https://github.com/ZSeven-W/craft-skills ~/.claude/skills/craft-skills

    142stelle GitHub+18 (+14.5 %)
  13. 13

    Skill
    Attivo

    Make Claude write clearly, for everyone.

    PythonLicenza: 0BSD
    • claude-code
    • claude-code-plugin
    • controlled-language
    • llm-evaluation
    • output-style

    githubcrescita misurataApri fonte ↗

    Installa /plugin marketplace add stefanobaghino/simple-output-styles

    16stelle GitHubstabile
  14. 14

    Agente
    Attivo

    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

    githubcrescita misurataApri fonte ↗

    1stelle GitHubstabile
  15. 15

    Skill
    Attivo

    🐙 ADLC Team Skills — Agentic SDLC for Engineering Teams

    ShellLicenza: MIT
    • adr
    • agent-skills
    • agentic-sdlc
    • ai-coding
    • developer-tools

    githubcrescita misurataApri fonte ↗

    Installa git clone https://github.com/tikalk/adlc-team-skills ~/.claude/skills/adlc-team-skills

    132stelle GitHub+1 (+0.76 %)
  16. 16

    MCP
    Attivo

    A typed, replayable, budget-aware programming language for LLM agents. Compiles to Python & TypeScript.

    Shell
    • a2a
    • agent-framework
    • agentic-ai
    • ai
    • ai-agents

    githubcrescita misurataApri fonte ↗

    2stelle GitHubstabile
  17. 17

    MCP
    Attivo

    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

    githubcrescita misurataApri fonte ↗

    1stelle GitHubstabile
  18. 18

    MCP
    Attivo

    Architecture-first Python scaffold for an auditable multi-agent corporate credit desk using A2A, MCP, deterministic credit policies, model routing, and OpenTelemetry.

    Python
    • a2a-protocol
    • agentic-ai
    • auditability
    • clean-architecture
    • credit-risk

    githubcrescita misurataApri fonte ↗

    0stelle GitHubstabile
  19. 19

    MCP
    Attivo

    Governed local-LLM observability: model policy, prompt scanner, capture proxy, 21 tools.

    PythonLicenza: MIT

      mcpcrescita misurataApri fonte ↗

      Installa claude mcp add ai-guardian -- uvx ai-guardian-aiops

      0stelle GitHubstabile
    • 20

      Skill
      Attivo

      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

      githubcrescita misurataApri fonte ↗

      Installa git clone https://github.com/aleclindz/seo-skill-bench ~/.claude/skills/seo-skill-bench

      51stelle GitHub-5 (-8.9 %)
    • 21

      Altro
      Attivo

      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

      githubcrescita misurataApri fonte ↗

      18stelle 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. 1

      Agentic_AI_Engineer

      Agente
      AttivoApri 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
      githubRisorsacrescita misurata
      18stelle GitHubstabile
    2. 2

      trigger_tree

      Skill
      AttivoApri 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

      Risorsacrescita misurata
      14stelle GitHub+1 (+7.7 %)
    3. 3

      awesome-llm-observability

      Skill
      AttivoApri 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

      Risorsacrescita misurata
      32stelle GitHub+2 (+6.7 %)
    4. 4

      awesome-agentic-devops

      MCP
      AttivoApri 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
      githubRisorsacrescita misurata
      77stelle GitHubstabile