Ranges, not false precision
Every estimate includes a low bound, central estimate, high bound, and confidence level.
Ranges, not false precision
Every estimate includes a low bound, central estimate, high bound, and confidence level.
Decisions, not trivia
The workflow starts with the decision threshold and stops measuring when more information cannot change the action.
Evidence with provenance
Confirmed facts, assumptions, inference, source quality, and freshness stay visibly separate.
Human and machine output
Each memo ends with a validated HTMA_RESULT JSON appendix without replacing the written reasoning.
Agents can read the entire documentation corpus in one request:
/llms.txt — a curated map./llms-full.txt — every documentation page concatenated./llms-small.txt — a compact variant.