log10: Python client library for improving your LLM app accuracy

by log10-io · Agent Tool · ★ 97

Last updated: · Indexed by AgentSkillsHub · Auto-synced every 8h

Security audit verdict: SAFE · quality 61/100

None of the 42 rules matched — no credential harvesting, no data exfiltration, no curl-pipe-shell installer. Scanned against 42 published rules built on the SlowMist agent-security taxonomy, refreshed every 8 hours.

The quality score combines nine heuristic checks of the repo and its README: completeness, clarity, specificity, examples, structure, agent readiness, step-by-step content, instruction quality and security notes. It rates how well the project explains itself to an agent, not the code.

agentsaianthropicartificial-intelligenceautonomous-agentsdebuggingevaluationsfeedbackfine-tuningllmops

Quick Facts

Stars97
Forks12
LanguagePython
CategoryAgent Tool
LicenseMIT
Quality Score61/100
Open Issues10
Last Updated2025-02-11
Created2023-03-16
Platformscli, python
Est. Tokens~1125k

About log10

log10 ⚡ Unified LLM data management to drive accuracy at scale ⚡ Quick Install 🤔 What is this? A one-line Python integration to manage your LLM data. For OpenAI v1, use instead of Access your LLM data at log10.io 🚀 What can this help with? 📝📊 Logging Use Log10 to log both closed and open-source LLM calls, e.g. OpenAI, Anthropic, Google Gemini, Llama, Mistral, etc.

Compatible Skills

These tools work well together with log10 for enhanced workflows:

  • llm-use — semantic(0.21)+complementary+rare_topics+same_lang+similar_pop+shared_platform (61%)
  • LLM-Agents-Ecosystem-Handbook — semantic(0.19)+complementary+rare_topics+same_lang+similar_pop+shared_platform (61%)
  • multimind-sdk — semantic(0.26)+complementary+rare_topics+same_lang+similar_pop+shared_platform (59%)
  • MetaClaw — semantic(0.16)+complementary+rare_topics+same_lang+similar_pop+shared_platform (55%)
  • Kiln — semantic(0.22)+complementary+rare_topics+same_lang+shared_platform (52%)

log10 alternative? Top 6 similar tools

Looking for a log10 alternative? If you're comparing log10 with other agent tool tools, these 6 projects are the closest alternatives on Agent Skills Hub — ranked by topic overlap, star count, and community traction.

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    AI controls your OS. OS AI Computer Use, OS and API agnostic. For now on OpenAI and Anthropic API. Desktop app

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  • Cerno-Agentic-Local-Deep-Research by Cerno-AI · ⭐ 92

    Cerno is a local-first research platform that leverages agentic AI to break down complex queries into verifiab

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How this security grade is produced

Grades come from a rule-based scan built on the SlowMist agent-security taxonomy: 42 published rules, covering credential harvesting, data exfiltration, curl | sh installers and more. It is a first-layer scan, not a manual audit — we say so rather than overstate it.

The scale of the problem is documented independently: Liu et al. (2026), in a study of 31,132 agent skills, report that 26.1% contain security vulnerabilities. Our own full-catalog census is published as a citable open dataset.

Sources & who's responsible:

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