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Tasks

Priority: P0 (MVP Usability)

Package skeleton: pyproject.toml, layoutscribe/ with api.py, cli.py, config.py, types.py
Minimal runnable CLI: layoutscribe parse <file> with stub outputs
Formal JSON Schema validation wired into reviewer step
Examples: examples/ inputs and expected outputs
Provider setup docs completeness and .env example validation

Priority: P1 (Quality & Reliability)

Reviewer re-ask policy implementation (thresholds, retries, budget checks)
Overlay generation for sampled pages
Basic tests: schema validation, golden markdown, fake provider
Bench harness: tiny dataset run with MLflow logging
Security: ephemeral temp dirs, --save-intermediate gate

Priority: P2 (Ecosystem & DX)

CI: lint (ruff/black), tests, wheel build
Docs site (MkDocs/Docusaurus) and GH Pages publish
Provider matrix expansion (Azure, Anthropic, Google)
Caching keyed by page image hash + prompt version
Issue/PR templates, CODEOWNERS

Stretch

Rich table reconstruction options
Hosted service wrapper (optional)
Visualization tool for layout JSON

Tracking & Status

Use GitHub Projects or Issues to track these tasks
Link commits/PRs to tasks for traceability