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v2.5.0 — verification and currency
The verification-and-currency release. Highlights:
- Qualified gates: eight backtest gates run on every commit and in CI — each one proven against seeded defects and clean controls before it may clear work, with recall and false-alarm rates recorded in
quality_reports/qualification/LEDGER.md. An unqualified check is not weak evidence; it is none. - A machine-checked finding contract for all review fan-outs (
finding-schema.json+ validator), with refute-biased verification before anything reaches a judge. - The external-oracle process: an independent frontier-model referee run, with every finding adjudicated against the text — never ingested on trust. This release itself went through one.
- GitHub as memory: issues as defect memory,
quality_reports/as work memory,MEMORY.mdas lesson memory; repo hygiene enforced by a checker ("scratch must not become main"). - An eval harness with a behavioral manipulation check (each arm must prove skill access), variance gating, and honest recording of what could and could not be measured.
- A full currency pass over the guide, README, landing page, and reference library — model versions from a single dated source of truth, content-fingerprint render stamping, and staleness checks with expiry dates.
- New guide material: the adoption ladder, enforcement-contract matrix, pattern pathways, a red-then-green first-five-minutes demo, and a git survival kit.
Complete record with the full adjudication history: CHANGELOG.md.