Ingest
Pull data from git repos, issue trackers, PDFs, academic papers, and markdown docs.
Build knowledge bases that reason.
Reasons Forge is a Python pipeline that ingests documents, extracts justified beliefs, and runs derive-review-repair cycles. The output is a portable reasons.db your agents can use anywhere.
What Reasons Forge does
Section titled “What Reasons Forge does”Extract & Derive
LLM analyzes sources, proposes structured beliefs, then derives new beliefs by combining existing ones.
Review & Repair
Adversarial review challenges weak justifications. Repair fixes structural problems. This is the quality gate.
Export
Produces reasons.db (SQLite), network.json, beliefs.md, or a static wiki. Use with Reasons.app, CLI, or any MCP client.