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added 30 commits
August 31, 2026 16:18
- record approved D1-D14 decisions and accepted LIMITs - align role guidance and release gates with D12-D14 - define the approved Steps 24-29 workflow
…ory from skg to kgfeg.
added 28 commits
September 15, 2026 16:16
- Isolate evidence construction from production nominations and judgments - Add reconstructed, expanded, LC-removed and hierarchy-removed conditions - Preserve warnings and record collateral metadata omissions - Bind immutable payloads to source hashes, references and construction audits
- Index framework-contained pairs with bounded memory and exact counts - Implement ordered upstream and production diagnostic tags - Add Unicode normalization and exact token Jaccard calculations - Reconcile production outcomes, publications and correction provenance - Bind population identities to frozen input material
- sample production outcomes with deficit-only diagnostic supplements - independently sample upstream uniform and diagnostic cohorts - retain selection routes, exact probabilities, and quota shortfalls - freeze material-bound sample plans and common upstream evidence
- retain bounded nomination facts while redacting recommendations - preserve original production evidence and operative rationales - record field-level mappings and distinct material identities - retain producer drafts for correction diagnostics
- define separate classification and rationale-grounding schemas - render evidence-only prompts with exact material hashes - construct five control families with hidden expectations - preserve citation boundaries and opaque request identities
- freeze all conditions, replicates, prompts and dependencies - add presentation and evidence-removal variants - map displayed judgments to canonical endpoint directions - bind schedules to frozen inputs, implementation and judge settings
- freeze complete invocation schedules in content-addressed storage - record attempts and usage transactionally under an exclusive writer lock - validate cached responses against exact scheduled identities and evidence - resume frozen selections without rediscovering curriculum runs - preserve judgment caches across scorer-only changes
Retain the generation lock after successful production completion. Enforce grounding consistency while preserving valid ambiguity. Align evaluator configuration tests with the approved model default. Add offline grounding, retry, cache, and model-availability coverage.
…checks Preserve the fixed development selection and original artifact hashes while capturing current lock state in temporary snapshots. Add regression coverage rejecting lock appearance after freezing. Validate the full offline suite including slow tests: 4167 passed.
Use synthetic temporary snapshots and a fixed synthetic historical fixture. Preserve full validation and material binding, reject repository-results reads, and cover corruption across both checkpoint formats. Validate the full offline suite including slow tests: 4179 passed.
…P responses Bind effective output schemas, modes and SDK versions. Validate original provider envelopes before SDK normalization. Preserve safe diagnostics, raw output and per-attempt usage. Cover bounded retries, durable exhaustion and cache compatibility.
Expose canonical citations for nonblank historical producer and checker policies while preserving strict validation and separate grounding. Add synthetic coverage for citation boundaries, blind classification, material identity changes, and rejection without ledger mutation. Correct the request-only citation oracle.
Document exact historical-policy citations and stale evaluator invocation rejection while preserving prior judgments and attempt history. Distinguish stale production reuse from authorized regeneration, retaining unsupported-checkpoint rejection before any overwrite effects.
Cover nested Boolean/number differences, exact values, absent/null distinctions, pointer escaping, and independent message equality. Verify payload and evidence-family reporting in both directions. Validation: 52 presentation tests pass. Also updated docs.
Support all six projection/checkpoint combinations with strict material binding. Reject exhausted historical failures recovered in the same run. Preserve valid retry recovery, immutable evidence and schedule-qualified caches.
Reject saved-stage regression, backward request progress, and later-request attempts before earlier completion. Add historical chronology regressions and validate compatibility lifecycles and affected production safeguards.
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Reviewer: @MustafaAkolawala
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