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winstack-truthlock

A governance runtime (not a prompt) that enforces:

  • TRUTHLOCK: claim IDs + epistemic labels + support rules
  • ELOTBC: no fabrication pressure; explicit uncertainty
  • UNITAG: consistent sections (META/PLAN/ANSWER/UNCERTAINTY/RED_FLAGS/TAGS)

Commands:

  • winstack truthlock parse input.txt -o out.json
  • winstack truthlock lint out.json
  • winstack truthlock fix out.json -o fixed.json
  • winstack truthlock evidence add FILE --store evidence_store.json
  • winstack truthlock evidence verify --store evidence_store.json
  • winstack truthlock selftest

Install (dev): python3 -m venv .venv source .venv/bin/activate pip install -e .

About

is a CLI that enforces structured, accountable AI output. It requires claims to be labeled, certainty declared, and factual assertions supported. Unsupported “FACT” claims fail validation. Designed for local workflows and CI pipelines, it acts as a reasoning gate before AI output is trusted or deployed.

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