feat: domain-aware normalizer for assumption validation (Phase 2)#72
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82deutschmark wants to merge 5 commits intoPlanExeOrg:mainfrom
Open
feat: domain-aware normalizer for assumption validation (Phase 2)#7282deutschmark wants to merge 5 commits intoPlanExeOrg:mainfrom
82deutschmark wants to merge 5 commits intoPlanExeOrg:mainfrom
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- Loads domain profiles (Carpenter, Dentist, Personal) from YAML - Auto-detects domain from assumption signals (currency, units, keywords) - Normalizes currency to domain default + EUR equivalent - Normalizes units to metric (with conversion tables) - Re-assesses confidence per domain keywords - Batch normalization support - Unit tests cover detection, normalization, conversions Addresses Simon's feedback on hardcoded lists + Mark's requirement for clean, domain-aware outputs for AI agents.
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Phase 2: Domain-Aware Assumption Normalizer
What this does
Adds a
DomainNormalizerthat auto-detects the domain of a plan (carpenter, dentist, personal, startup, non-profit) and normalizes QuantifiedAssumptions accordingly:Why it matters
PlanExe's role in 2026 is as a trusted auditing layer for autonomous agents — not just plan generation. Agents run in bubbles and hallucinate assumptions. This normalizer ensures FermiSanityCheck speaks the right language for each domain before flagging assumptions as sane or suspect.
Test results
11/11 tests pass (8 normalizer + 3 FermiSanityCheck).
DAG placement
MakeAssumptions → FermiSanityCheck → DomainNormalizer → DistillAssumptionsRelated