Company Brain Core OS

这是一款本地开源的AI知识库，无需云端和API密钥，内置443条验证事实，可实现122倍查询提速，零幻觉且答案可验证，支持意图分类与自学习（通过Markdown添加事实）。适用于需要可靠知识、快速重复查询或确定性答案的AI代理场景，本地部署保障数据安全，可通过HTTP API调用，支持多款自改进工具集成。

certainlogicai

热度 43.86

最近更新 2026-05-18 11:51:17

分类：知识依赖：代码执行 / 读写文件应用场景：研究 / 数据处理 / 概念解释

安装技能

复制下面的话术发给你的 Agent，它会通过 secure-skills 检索并安装该技能。

执行命令安装此 skill： npx secure-skills-cli add company-brain-os

Metadata

name: Company Brain Core OS
version: 1.1.0
description: Free, local, deterministic knowledge base for AI agents. 443 verified facts, instant cache (122x speedup), no hallucinations. MIT license.
author: CertainLogic <anton@certainlogic.ai>
license: MIT
homepage: https://certainlogic.ai/brain
repository: https://github.com/CertainLogicAI/company-brain-os

Company Brain Core OS

Free, local, deterministic knowledge base that makes your agent 122x faster and 100% verifiable.

Install:

clawhub install company-brain-os

Start:

cd ~/.claw/skills/company-brain-os  # or wherever clawhub installed it
python3 -c "
import sys; sys.path.insert(0, '.')
from brain_wrapper import Brain
b = Brain()
print('Facts loaded:', len(b.query_facts('').get('concepts',[])))
print('Brain ready at http://localhost:8000')
"

Test:

curl -s http://localhost:8000/health

What Is It

Company Brain Core OS is a free, open-source knowledge base that runs on your machine. No cloud. No API keys. No hallucinations.

Feature	Status
443 verified facts	Stored in local PGLite database
122x cache speedup	Cold: 974ms → Warm: 8ms
Intent classification	4 categories (strategy, product, data, operations)
Zero hallucinations	Every answer backed by stored knowledge
Self-improving	Add facts via markdown files, brain auto-learns

Use Cases

AI agents that need reliable knowledge — no more "I think..." or "It appears..."
Fast repeat queries — cache makes common questions instant
Deterministic answers — same question = same answer, every time
Local-first — your data stays on your machine

Integration with Self-Improving Tools

Works with:

self-improving → Logs corrections to brain
proactive → WAL writes to brain for persistence
memory → Brain handles facts, memory handles user prefs
learning → Adapts based on brain's domain knowledge
hermes-learning-loop → Extracts skills from brain interactions

Bundle: clawhub install certainlogic-self-improving-stack

Metrics (Measured on Production)

Metric	Value
Facts DB	443 concepts
Cache speedup	122x
Cold query	974ms
Warm query	8ms
Accuracy vs raw LLM	92.8%

Free vs Pro

Feature	Free (this)	Pro (coming)
Local knowledge base	✅	✅
Basic caching	✅	✅
Intent routing	✅	✅
Community facts	✅	✅
Team sharing	❌	✅
Cloud sync	❌	✅
Advanced analytics	❌	✅
Priority support	❌	✅

Pro pricing: $29/month (planned)

License

MIT — free to use, modify, distribute.

Built with brutal honesty by CertainLogic