Company Brain Core OS

Free, local, deterministic knowledge base for AI agents. 443 verified facts, instant cache (122x speedup), no hallucinations. MIT license.

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

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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

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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

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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

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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%

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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)

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License

MIT — free to use, modify, distribute.

Built with brutal honesty by CertainLogic