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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sprint58_plan.md
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sprint58_plan.md
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# Sprint 58 Plan: Legacy Ingestion v2 (Semantic Recovery Engine)
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## Context
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AST-first projection is easy; ingestion remains the bottleneck. Sprint 58 upgrades
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legacy ingestion into a semantics-recovery pipeline feeding the new IR.
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---
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## Goals
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1. Recover missing intent from legacy code with confidence scoring
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2. Surface ambiguity packets and review tasks automatically
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3. Add multi-file/system-level recovery (APIs, build, runtime assumptions)
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4. Produce migration-ready IR even from weakly annotated legacy sources
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---
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## Steps
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### Step 809: Legacy semantic recovery graph engine (12 tests)
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### Step 810: Cross-file API intent inference (10 tests)
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### Step 811: Build/runtime assumption inference (10 tests)
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### Step 812: Ambiguity packet model (`assumed`, `unknown`, `conflict`) (10 tests)
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### Step 813: Human review queue generator from ambiguities (10 tests)
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### Step 814: Confidence calibration for recovered intent (10 tests)
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### Step 815: Legacy->IR migration readiness scoring (8 tests)
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### Step 816: `whetstone_ingest_legacy_to_ir` MCP tool (8 tests)
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### Step 817: Legacy modernization dossier generator (8 tests)
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### Step 818: Sprint 58 integration summary + regression (8 tests)
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---
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## Quality Target
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- Reduce manual ambiguity resolution load while keeping fail-closed behavior.
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