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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sprint59_plan.md
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# Sprint 59 Plan: Human-in-the-Loop Porting Workspace and Governance
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## Context
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As language count rises, review workflow quality determines practical adoption.
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Sprint 59 strengthens human governance for ambiguous/high-risk transformations.
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---
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## Goals
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1. Provide first-class review UX for semantic ambiguities and waivers
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2. Add policy packs per organization/team
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3. Track decision history for reproducibility and model improvement
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4. Close loop between reviewer decisions and adapter policies
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---
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## Steps
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### Step 819: Porting review board model (12 tests)
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### Step 820: Ambiguity triage UI model and API (10 tests)
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### Step 821: Waiver policy packet (`temporary/permanent/scoped`) (10 tests)
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### Step 822: Reviewer decision ledger integration (10 tests)
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### Step 823: Policy pack system (`safe-first`, `interop-first`, custom) (10 tests)
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### Step 824: Decision replay and reproducibility checker (10 tests)
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### Step 825: Feedback-to-adapter tuning hooks (8 tests)
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### Step 826: `whetstone_review_porting_decision` MCP tool (8 tests)
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### Step 827: Governance and audit report bundle (8 tests)
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### Step 828: Sprint 59 integration summary + regression (8 tests)
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---
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## Governance Rule
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- Every blocked/waived gate must have attributable reviewer rationale.
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