# STATISTEASE-PLAN — 2026-03-30

## Mission
Ensure StatistEase (the data analysis / diagnostics stack) meets the new PPPPP gate before any downstream release/paper, with full proofs/tests/contractiles/ability coverage plus the necessary HOL/HAL evidence.

## Key lines of work
1. **Proofs**: Identify the mathematical claims within StatistEase papers or docs that require Idris2/Lean4/Agda mechanisation; add them to the `PROOF-NEEDS` ledger and schedule totality checks.  
2. **Tests & Benches**: Run point-to-point tests (parsing, pipeline, statistics engine), e2e flows, panic-attack/Hypatia scans, and authenticity benches (heavy datasets). Replace any placeholder fuzz entries with real harnesses.  
3. **Contractiles & Ability**: Document the invariants (must, trust, dust, intent) inside `contractiles/` and ensure the ability/access doc is live for dataset pipelines; tie the logs into `k9`.  
4. **Publication Readiness**: Connect StatistEase outputs to `PAPER-STATUS.md` + `LLM-PROOF-TRUST.md` + `AUDIT-V2.adoc`. Do not call anything “beta stable” until the entire PPPPP pipeline (proofs, tests, benches, contractiles, ability/access review) is satisfied.

## Coordination
- Report progress in the desktop `chatgpt work` ledger and update `CLAUDE-WORK.md` for proof-heavy edits.  
- Keep the ability/access doc and the `stapeln/ACCESSIBILITY.md` reference alive as the Statement for high-visibility releases.  
- Invite peers (HOL, Zenodo, security community) to review this plan and propose additional audit steps when they challenge a claim.
