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feat(lp): add learning progressions generation, tests, docs, and evaluation - #33
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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 21 commits
September 16, 2026 12:37
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
Main Changes
make test TEST_ARGS=--run-slowthat only applies locally. this will triggers long-running tests that take a while. CI does not invoke this, it still doesmake test.To-do before merge (optional)
Best way to review PR is to start with
tz6/lp-kg-build-step-2branch and go thru one build step at a time to understand each new file change/addition. Can also skip branches if you want to review multiple files at a time. The engineering brief inartifacts/instructionsis good context for understanding the overall goal of this PR and the build steps.Checklist
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