WIP: stage all uncommitted work — sprints 46-221, graduation headers, specialist fleet, test steps 909-1988

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
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Bill
2026-04-22 10:15:48 -06:00
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# Sprint 58 Plan: Legacy Ingestion v2 (Semantic Recovery Engine)
## Context
AST-first projection is easy; ingestion remains the bottleneck. Sprint 58 upgrades
legacy ingestion into a semantics-recovery pipeline feeding the new IR.
---
## Goals
1. Recover missing intent from legacy code with confidence scoring
2. Surface ambiguity packets and review tasks automatically
3. Add multi-file/system-level recovery (APIs, build, runtime assumptions)
4. Produce migration-ready IR even from weakly annotated legacy sources
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## Steps
### Step 809: Legacy semantic recovery graph engine (12 tests)
### Step 810: Cross-file API intent inference (10 tests)
### Step 811: Build/runtime assumption inference (10 tests)
### Step 812: Ambiguity packet model (`assumed`, `unknown`, `conflict`) (10 tests)
### Step 813: Human review queue generator from ambiguities (10 tests)
### Step 814: Confidence calibration for recovered intent (10 tests)
### Step 815: Legacy->IR migration readiness scoring (8 tests)
### Step 816: `whetstone_ingest_legacy_to_ir` MCP tool (8 tests)
### Step 817: Legacy modernization dossier generator (8 tests)
### Step 818: Sprint 58 integration summary + regression (8 tests)
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## Quality Target
- Reduce manual ambiguity resolution load while keeping fail-closed behavior.