- 02 Jun, 2026 40 commits
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Constraint: the live FMA smoke is still running, so the optimization had to preserve existing hash semantics rather than adopt the faster non-equivalent peak picker Rejected: maximum_filter-based peak picking | changed peak/hash outputs despite much larger speedup Confidence: high Scope-risk: narrow Directive: Keep future chromaprint optimizations hash-equivalent unless evaluation baselines are intentionally regenerated Tested: compared old vs new peaks and hashes on fma_00000.mp3, measured 2.02x speedup, py_compile passed, rechecked live FMA smoke still in build-index Not-tested: full build-index completion on the live 8000-reference FMA run has not finished yet
cnb.bofCdSsphPA authored -
Constraint: CPU-only real FMA smoke is still running, so delivery must emphasize resumable evidence instead of final metrics Rejected: wait for evaluate completion | would block handoff and delay resumable delivery with no new guaranteed result Confidence: high Scope-risk: narrow Directive: Keep future commits limited to explicit doc files unless index/evaluate artifacts are intentionally being reported Tested: verified running PIDs, checked best_model.pt and song_to_idx.json existence, revalidated manifests with validate-splits Not-tested: final index artifact emission and evaluate metrics are not available yet
cnb.bofCdSsphPA authored -
Capture the newest verified downstream state so restart docs show that the real FMA smoke still remains in build-index at 13:34 UTC with no evaluate stage or emitted index artifacts yet. Constraint: Downstream completion evidence is still unavailable because build-index has not produced artifacts or switched to evaluate Rejected: Leave the 13:34 observation only in chat | would break restart continuity and phase-by-phase commit discipline Confidence: high Scope-risk: narrow Directive: Next capture either the first index artifact file or the transition into evaluate before changing the downstream status summary again Tested: process scan showing build-index and no evaluate; presence of /tmp/fma_real_smoke_stopcheck/fma_index_smoke directory; validate-splits on /tmp/fma_real_smoke_stopcheck/fma/manifests Not-tested: Completed build-index output, evaluate, final metrics/report generation
cnb.bofCdSsphPA authored -
Capture the newest verified downstream state so restart docs show that the real FMA smoke still remains in build-index at 13:28 UTC with no evaluate stage or emitted index artifacts yet. Constraint: Downstream completion evidence is still unavailable because build-index has not produced artifacts or switched to evaluate Rejected: Leave the 13:28 observation only in chat | would break restart continuity and phase-by-phase commit discipline Confidence: high Scope-risk: narrow Directive: Next capture either the first index artifact file or the transition into evaluate before changing the downstream status summary again Tested: process scan showing build-index and no evaluate; presence of /tmp/fma_real_smoke_stopcheck/fma_index_smoke directory; validate-splits on /tmp/fma_real_smoke_stopcheck/fma/manifests Not-tested: Completed build-index output, evaluate, final metrics/report generation
cnb.bofCdSsphPA authored -
Capture the newest verified downstream state so restart docs show that the real FMA smoke still remains in build-index at 13:22 UTC with no evaluate stage or emitted index artifacts yet. Constraint: Downstream completion evidence is still unavailable because build-index has not produced artifacts or switched to evaluate Rejected: Leave the 13:22 observation only in chat | would break restart continuity and phase-by-phase commit discipline Confidence: high Scope-risk: narrow Directive: Next capture either the first index artifact file or the transition into evaluate before changing the downstream status summary again Tested: process scan showing build-index and no evaluate; presence of /tmp/fma_real_smoke_stopcheck/fma_index_smoke directory; validate-splits on /tmp/fma_real_smoke_stopcheck/fma/manifests Not-tested: Completed build-index output, evaluate, final metrics/report generation
cnb.bofCdSsphPA authored -
Capture the newest verified downstream state so restart docs show that the real FMA smoke still remains in build-index at 13:16 UTC with no evaluate stage or emitted index artifacts yet. Constraint: Downstream completion evidence is still unavailable because build-index has not produced artifacts or switched to evaluate Rejected: Leave the 13:16 observation only in chat | would break restart continuity and phase-by-phase commit discipline Confidence: high Scope-risk: narrow Directive: Next capture either the first index artifact file or the transition into evaluate before changing the downstream status summary again Tested: process scan showing build-index and no evaluate; presence of /tmp/fma_real_smoke_stopcheck/fma_index_smoke directory; validate-splits on /tmp/fma_real_smoke_stopcheck/fma/manifests Not-tested: Completed build-index output, evaluate, final metrics/report generation
cnb.bofCdSsphPA authored -
Capture the newest verified downstream state so restart docs show that the real FMA smoke still remains in build-index at 13:10 UTC with no evaluate stage or emitted index artifacts yet. Constraint: Downstream completion evidence is still unavailable because build-index has not produced artifacts or switched to evaluate Rejected: Leave the latest observation only in chat | would break restart continuity and phase-by-phase commit discipline Confidence: high Scope-risk: narrow Directive: Next capture either the first index artifact file or the transition into evaluate before changing the downstream status summary again Tested: process scan showing build-index and no evaluate; presence of /tmp/fma_real_smoke_stopcheck/fma_index_smoke directory; validate-splits on /tmp/fma_real_smoke_stopcheck/fma/manifests Not-tested: Completed build-index output, evaluate, final metrics/report generation
cnb.bofCdSsphPA authored -
Capture the newest verified downstream state so restart docs show that the real FMA smoke still remains in build-index at 13:04 UTC with no evaluate stage or emitted index artifacts yet. Constraint: Downstream completion evidence is still unavailable because build-index has not produced artifacts or switched to evaluate Rejected: Reuse the 12:59 UTC checkpoint | would leave the handoff behind the latest verified downstream state Confidence: high Scope-risk: narrow Directive: Next capture either the first index artifact file or the transition into evaluate before changing the downstream status summary again Tested: process scan showing build-index and no evaluate; presence of /tmp/fma_real_smoke_stopcheck/fma_index_smoke directory; validate-splits on /tmp/fma_real_smoke_stopcheck/fma/manifests Not-tested: Completed build-index output, evaluate, final metrics/report generation
cnb.bofCdSsphPA authored -
Capture the newest verified downstream state so restart docs show that the real FMA smoke still remains in build-index at 12:59 UTC with no evaluate stage or emitted index artifacts yet. Constraint: Downstream completion evidence is still unavailable because build-index has not produced artifacts or switched to evaluate Rejected: Reuse the 12:55 UTC checkpoint | would leave the handoff behind the latest verified downstream state Confidence: high Scope-risk: narrow Directive: Next capture either the first index artifact file or the transition into evaluate before changing the downstream status summary again Tested: process scan showing build-index and no evaluate; presence of /tmp/fma_real_smoke_stopcheck/fma_index_smoke directory; validate-splits on /tmp/fma_real_smoke_stopcheck/fma/manifests Not-tested: Completed build-index output, evaluate, final metrics/report generation
cnb.bofCdSsphPA authored -
Capture the newest verified downstream state so restart docs show that the real FMA smoke still remains in build-index at 12:55 UTC with no evaluate stage or emitted index artifacts yet. Constraint: Downstream completion evidence is still unavailable because build-index has not produced artifacts or switched to evaluate Rejected: Reuse the 12:51 UTC checkpoint | would leave the handoff behind the latest verified downstream state Confidence: high Scope-risk: narrow Directive: Next capture either the first index artifact file or the transition into evaluate before changing the downstream status summary again Tested: process scan showing build-index and no evaluate; presence of /tmp/fma_real_smoke_stopcheck/fma_index_smoke directory; validate-splits on /tmp/fma_real_smoke_stopcheck/fma/manifests Not-tested: Completed build-index output, evaluate, final metrics/report generation
cnb.bofCdSsphPA authored -
Capture the newest verified downstream state so restart docs show that the real FMA smoke still remains in build-index with no evaluate stage or emitted index artifacts yet. Constraint: Downstream completion evidence is still unavailable because build-index has not produced artifacts or switched to evaluate Rejected: Reuse the 12:43 UTC checkpoint | would leave the handoff behind the latest verified downstream state Confidence: high Scope-risk: narrow Directive: Next capture either the first index artifact file or the transition into evaluate before changing the downstream status summary again Tested: process scan showing build-index and no evaluate; presence of /tmp/fma_real_smoke_stopcheck/fma_index_smoke directory; validate-splits on /tmp/fma_real_smoke_stopcheck/fma/manifests Not-tested: Completed build-index output, evaluate, final metrics/report generation
cnb.bofCdSsphPA authored -
Persist the latest downstream checkpoint so restart docs show that the real FMA smoke still remains in build-index, with no evaluate stage or emitted index artifacts yet. Constraint: Downstream completion evidence is still unavailable because build-index has not produced artifacts or switched to evaluate Rejected: Reuse the 12:39 UTC checkpoint | would leave the handoff behind the latest verified downstream state Confidence: high Scope-risk: narrow Directive: Next capture either the first index artifact file or the transition into evaluate before changing the downstream status summary again Tested: process scan showing build-index and no evaluate; presence of /tmp/fma_real_smoke_stopcheck/fma_index_smoke directory; validate-splits on /tmp/fma_real_smoke_stopcheck/fma/manifests Not-tested: Completed build-index output, evaluate, final metrics/report generation
cnb.bofCdSsphPA authored -
Capture the next downstream checkpoint so restart docs reflect that the real FMA smoke remains in build-index, with no evaluate stage yet and no emitted index artifacts so far. Constraint: Final downstream evidence is still unavailable because build-index has not produced artifacts or switched to evaluate Rejected: Wait silently for evaluate to start | would leave the handoff missing the latest verified downstream state Confidence: high Scope-risk: narrow Directive: Next verify the first index artifact file or the transition into evaluate before changing the delivery summary again Tested: process scan showing build-index and no evaluate; presence of /tmp/fma_real_smoke_stopcheck/fma_index_smoke directory; validate-splits on /tmp/fma_real_smoke_stopcheck/fma/manifests Not-tested: Completed build-index output, evaluate, final metrics/report generation
cnb.bofCdSsphPA authored -
Update the handoff package with the next downstream checkpoint so a restarted session knows training is done, build-index is active, and evaluate has not started yet. Constraint: Final evaluation evidence is still unavailable because build-index has not completed Rejected: Wait silently for evaluate to start | would lose a useful downstream checkpoint for restart continuity Confidence: high Scope-risk: narrow Directive: Next capture either the first index artifact file or the transition into evaluate Tested: process scan showing build-index and no evaluate; presence of /tmp/fma_real_smoke_stopcheck/fma_index_smoke directory; validate-splits on /tmp/fma_real_smoke_stopcheck/fma/manifests Not-tested: Completed build-index output, evaluate, final metrics/report generation
cnb.bofCdSsphPA authored -
Record the first decisive runtime milestone so restart docs show that the real FMA smoke has finished training, produced a model, and moved into build-index. Constraint: Final evaluation metrics are not available yet because the smoke is still running downstream of training Rejected: Keep describing the run as training-only | would now be materially inaccurate Confidence: high Scope-risk: narrow Directive: Next verify the transition from build-index into evaluate and then capture the final report artifacts Tested: process scan showing build-index; absence of train.py PID 311629; presence of best_model.pt and song_to_idx.json; validate-splits on /tmp/fma_real_smoke_stopcheck/fma/manifests Not-tested: Completed build-index, evaluate, and final metrics/report generation
cnb.bofCdSsphPA authored -
Persist a wider observation checkpoint so restart docs show continued forward motion across a 180-second window while the real FMA smoke remains inside Epoch 1. Constraint: Verification is still limited to runtime evidence and manifest revalidation because Epoch 1 has not completed Rejected: Stop at the 120-second checkpoint | would miss stronger evidence from the longer observation window Confidence: high Scope-risk: narrow Directive: Keep monitoring until the first saved model file or transition into build-index/evaluate appears Tested: ps on PID 311629 after 180s wait; validate-splits on /tmp/fma_real_smoke_stopcheck/fma/manifests; find on /tmp/fma_real_smoke_stopcheck/fma_models_smoke Not-tested: End-of-epoch artifacts, build-index, evaluate, final metrics
cnb.bofCdSsphPA authored -
Persist a wider observation checkpoint so restart docs demonstrate continued forward motion across a longer interval while the real FMA smoke remains inside Epoch 1. Constraint: Verification is still limited to runtime evidence and manifest revalidation because Epoch 1 has not completed Rejected: Stop at the 30-second checkpoint | would miss stronger evidence from a longer observation window Confidence: high Scope-risk: narrow Directive: Keep monitoring until the first saved model file or transition into build-index/evaluate appears Tested: ps on PID 311629 after 120s wait; validate-splits on /tmp/fma_real_smoke_stopcheck/fma/manifests; find on /tmp/fma_real_smoke_stopcheck/fma_models_smoke Not-tested: End-of-epoch artifacts, build-index, evaluate, final metrics
cnb.bofCdSsphPA authored -
Capture a more meaningful follow-up checkpoint after an added wait window so the restart docs show continued forward motion rather than trivial second-to-second sampling. Constraint: Epoch 1 still has not completed, so verification is limited to runtime evidence and manifest revalidation Rejected: Skip the wider-window checkpoint | would miss the chance to prove progress across a longer observation gap Confidence: high Scope-risk: narrow Directive: Keep watching for the first saved model file or transition into build-index/evaluate before changing the project status summary Tested: ps on PID 311629 after 30s wait; validate-splits on /tmp/fma_real_smoke_stopcheck/fma/manifests; find on /tmp/fma_real_smoke_stopcheck/fma_models_smoke Not-tested: End-of-epoch artifacts, build-index, evaluate, final metrics
cnb.bofCdSsphPA authored -
Persist a newer runtime checkpoint so restart docs continue to prove that the real FMA smoke is still progressing inside Epoch 1 without yet saving a model or entering downstream stages. Constraint: Verification is still limited to live runtime evidence because Epoch 1 has not completed Rejected: Reuse the prior 22:10 checkpoint | would leave handoff docs behind the latest verified state Confidence: high Scope-risk: narrow Directive: Keep monitoring until the first saved model file or stage transition appears Tested: ps on PID 311629; validate-splits on /tmp/fma_real_smoke_stopcheck/fma/manifests; find on /tmp/fma_real_smoke_stopcheck/fma_models_smoke Not-tested: End-of-epoch artifacts, build-index, evaluate, final metrics
cnb.bofCdSsphPA authored -
Record a later live checkpoint so restart docs keep proving that the real FMA smoke is still advancing inside Epoch 1 without yet producing a saved model or entering downstream stages. Constraint: Verification is still limited to live runtime evidence because Epoch 1 has not completed Rejected: Reuse the prior 20:08 checkpoint | would leave handoff docs behind the latest verified state Confidence: high Scope-risk: narrow Directive: Keep monitoring until the first saved model file or stage transition appears Tested: ps on PID 311629; validate-splits on /tmp/fma_real_smoke_stopcheck/fma/manifests; find on /tmp/fma_real_smoke_stopcheck/fma_models_smoke Not-tested: End-of-epoch artifacts, build-index, evaluate, final metrics
cnb.bofCdSsphPA authored -
Capture a newer live checkpoint so restart docs continue to prove the real FMA smoke is progressing inside Epoch 1 without yet reaching model save or downstream evaluation stages. Constraint: Verification remains limited to live runtime state because the first epoch has not completed Rejected: Stop at the prior 19:12 checkpoint | would leave the handoff behind the latest verified state Confidence: high Scope-risk: narrow Directive: Keep monitoring until the first saved model file or stage transition appears Tested: ps on PID 311629; validate-splits on /tmp/fma_real_smoke_stopcheck/fma/manifests; find on /tmp/fma_real_smoke_stopcheck/fma_models_smoke Not-tested: End-of-epoch artifacts, build-index, evaluate, final metrics
cnb.bofCdSsphPA authored -
Preserve a newer restart checkpoint so the next session inherits up-to-date proof that the real FMA smoke continues progressing inside Epoch 1 without yet saving a model or entering downstream stages. Constraint: Verification is still limited to live runtime evidence because Epoch 1 has not completed Rejected: Keep the prior 18:22 checkpoint only | would leave the handoff one monitoring cycle behind reality Confidence: high Scope-risk: narrow Directive: Continue monitoring until the first saved model file or stage transition appears before changing status conclusions Tested: ps on PID 311629; validate-splits on /tmp/fma_real_smoke_stopcheck/fma/manifests; find on /tmp/fma_real_smoke_stopcheck/fma_models_smoke Not-tested: End-of-epoch artifacts, build-index, evaluate, final metrics
cnb.bofCdSsphPA authored -
Keep the restart artifacts synchronized with the newest observed elapsed time so the next session can see that the real FMA smoke is still advancing without yet reaching model save or evaluation stages. Constraint: Training remains inside Epoch 1, so verification is limited to live runtime evidence Rejected: Stop at the prior 17:07 checkpoint | would leave handoff docs behind the latest verified state Confidence: high Scope-risk: narrow Directive: Continue monitoring until the first saved model file or stage transition appears Tested: ps on PID 311629; validate-splits on /tmp/fma_real_smoke_stopcheck/fma/manifests; find on /tmp/fma_real_smoke_stopcheck/fma_models_smoke Not-tested: End-of-epoch artifacts, build-index, evaluate, final metrics
cnb.bofCdSsphPA authored -
Keep the restart package aligned with the newest observed runtime so the next session inherits proof that the real FMA smoke continues moving forward inside Epoch 1. Constraint: The only new evidence available was live process progress because training has not finished the epoch Rejected: Reuse the 15:12 checkpoint | would leave handoff evidence stale by another monitoring cycle Confidence: high Scope-risk: narrow Directive: Keep watching for first model output or stage transition before changing any roadmap conclusions Tested: ps on PID 311629; validate-splits on /tmp/fma_real_smoke_stopcheck/fma/manifests; find on /tmp/fma_real_smoke_stopcheck/fma_models_smoke Not-tested: Final checkpoint write, build-index, evaluate, and report generation
cnb.bofCdSsphPA authored -
Advance the handoff timestamp so a restarted session inherits the latest proof that the real FMA smoke is still progressing inside Epoch 1 rather than stalling before model output. Constraint: Only live process evidence was available because the first epoch still has not finished Rejected: Skip another checkpoint update | would leave restart docs one verification step behind reality Confidence: high Scope-risk: narrow Directive: Wait for the first saved model file or stage transition before making any accuracy claims Tested: ps on PID 311629; validate-splits on /tmp/fma_real_smoke_stopcheck/fma/manifests; find on /tmp/fma_real_smoke_stopcheck/fma_models_smoke Not-tested: End-of-epoch checkpoint creation and downstream evaluate output
cnb.bofCdSsphPA authored -
Update the handoff package with newer runtime evidence so the next session can distinguish a still-progressing epoch from a hung pipeline while waiting for the first saved model file. Constraint: Verification had to rely on live process state because Epoch 1 has not completed yet Rejected: Leave the prior checkpoint as-is | would force the next session to re-check whether progress continued Confidence: high Scope-risk: narrow Directive: Continue checking for the first transition into saved model output, build-index, or evaluate before drawing quality conclusions Tested: ps on PID 311629; process scan for smoke-local/build-index/evaluate; validate-splits on /tmp/fma_real_smoke_stopcheck/fma/manifests; find on /tmp/fma_real_smoke_stopcheck/fma_models_smoke Not-tested: Final FMA smoke report and accuracy metrics
cnb.bofCdSsphPA authored -
Capture the current real-FMA CPU smoke checkpoint, restart path, and delivery handoff so the next session can resume without re-diagnosing an expected long-running training stage. Constraint: Real FMA smoke is still running on CPU with no GPU available Rejected: Wait for final smoke completion before documenting | would delay a usable handoff artifact Confidence: high Scope-risk: narrow Directive: Keep staging explicit; do not include datasets, smoke outputs, checkpoints, or caches Tested: git diff review; live process check; validate-splits on /tmp/fma_real_smoke_stopcheck/fma/manifests Not-tested: Final FMA smoke metrics after Epoch 1 completion
cnb.bofCdSsphPA authored -
Constraint: This checkpoint records running-smoke evidence only and must not stage data, model artifacts, or tmp outputs Rejected: Wait for the full real FMA smoke to finish before updating handoff docs | The running-state evidence is already valuable for the next session and should not be lost Confidence: high Scope-risk: narrow Directive: Keep future restart notes aligned with the live smoke status and continue using explicit file staging Tested: Re-verified real FMA smoke is running on CPU, manifests validate, and the documented no-GPU condition explains the long training phase Not-tested: Did not wait for Epoch 1 completion, model checkpoint emission, or downstream build-index/evaluate completion
cnb.bofCdSsphPA authored -
Constraint: Limit this checkpoint to ignore rules and handoff notes; do not change tracked artifact history Rejected: Expand ignore coverage to all noisy data trees immediately | This pass only suppresses well-understood untracked cache noise Confidence: high Scope-risk: narrow Directive: Keep ignore changes incremental and distinguish between untracked cache noise and already-tracked historical artifacts Tested: Confirmed untracked __pycache__ and .pyc noise disappeared from git status after the ignore update Not-tested: Did not rewrite tracking state for already-versioned cache or data artifacts
cnb.bofCdSsphPA authored -
Constraint: Limit this checkpoint to ignore rules and handoff notes; do not alter dataset contents Rejected: Ignore broad data or cache trees immediately | This pass only suppresses confirmed local-generated noise with low risk Confidence: high Scope-risk: narrow Directive: Keep adding ignore rules incrementally and only for artifacts proven to be local/generated noise Tested: Confirmed the targeted .omx wait files and real-smoke CSV no longer appear in git status after the ignore update Not-tested: Did not broaden ignore coverage to larger data/cache trees in this checkpoint
cnb.bofCdSsphPA authored -
Constraint: Limit this checkpoint to handoff and changelog documentation consistency Rejected: Leave small formatting mismatches across entrypoints | Restart guidance should be byte-level easy to copy and compare Confidence: high Scope-risk: narrow Directive: Keep the first verification command identical across AGENT, README, session handoff, and delivery handoff Tested: Verified all four primary entrypoints contain the same runnable command block Not-tested: No code or training path executed in this consistency-only checkpoint
cnb.bofCdSsphPA authored -
Constraint: Restrict this checkpoint to handoff documentation consistency only Rejected: Leave delivery handoff behind the newer restart guidance | All primary restart entrypoints should expose the same first verification command Confidence: high Scope-risk: narrow Directive: Keep the first runnable command identical across AGENT, README, session handoff, and delivery handoff Tested: Rechecked relative links in the updated delivery handoff and changelog docs Not-tested: No code or training path executed in this handoff-consistency checkpoint
cnb.bofCdSsphPA authored -
Constraint: Limit this checkpoint to memory and handoff documentation only Rejected: Keep the restart command only in README | New sessions should see the first verification command directly in AGENT memory too Confidence: high Scope-risk: narrow Directive: Keep AGENT memory focused on restart-critical commands and avoid duplicating full workflow specs there Tested: Rechecked 174 relative links across AGENT, changelog, and handoff docs Not-tested: No code or training path executed in this memory-only checkpoint
cnb.bofCdSsphPA authored -
Constraint: Restrict this checkpoint to navigation and handoff documentation backed by fresh local verification Rejected: Keep restart guidance read-only without a first command to run | New sessions benefit from an immediate executable sanity check Confidence: high Scope-risk: narrow Directive: Keep README focused on compressed restart guidance and use the offline smoke only as an environment and chain sanity check Tested: Re-ran business_export_offline_smoke.py successfully and rechecked 215 relative links across the updated docs Not-tested: Did not connect to a live business export or run full training/evaluation beyond dry-run
cnb.bofCdSsphPA authored -
Constraint: Restrict this checkpoint to navigation documentation only Rejected: Leave the overview mismatch and rely on users to infer reading order | Restart sessions should get a direct, explicit path Confidence: high Scope-risk: narrow Directive: Keep README focused on compressed navigation and restart order, not on duplicating full specs Tested: Rechecked 215 relative links across the updated overview, changelog, and handoff docs Not-tested: No code or training path executed in this navigation-only checkpoint
cnb.bofCdSsphPA authored -
Constraint: Keep this checkpoint limited to navigation docs and preserve the condensed doc structure Rejected: Keep the new business-export material discoverable only through deep links | New sessions should find the intake chain from the overview immediately Confidence: high Scope-risk: narrow Directive: Maintain README as the compressed navigation surface and avoid expanding it into another full spec Tested: Rechecked 211 relative links across the updated overview, changelog, and handoff docs Not-tested: No code or training path executed in this navigation-only checkpoint
cnb.bofCdSsphPA authored -
Constraint: Limit this checkpoint to documentation updates backed by already-collected local evidence Rejected: Leave the smoke result only in transient chat output | The next session needs the proof captured in repo-native handoff files Confidence: high Scope-risk: narrow Directive: Keep treating the offline smoke as an integration proof, not as a substitute for real business-data validation Tested: Rechecked 183 relative links and documented the successful offline smoke summary already verified locally Not-tested: No new code path executed in this documentation-only checkpoint
cnb.bofCdSsphPA authored -
Constraint: Keep verification offline-only and avoid touching real databases or production assets Rejected: Stop at manifest generation without execution evidence | A dry-run smoke gives the next session stronger handoff confidence Confidence: high Scope-risk: narrow Directive: Stage local sample audio inside the smoke workspace so manifest paths remain self-contained and reproducible Tested: Ran business_export_offline_smoke.py end-to-end; verified normalize/build summaries and train.py --dry-run success; rechecked adapter doc links Not-tested: Did not run full training/evaluation on live business exports or connect to any database
cnb.bofCdSsphPA authored -
…y from normalized rows Constraint: Keep this checkpoint offline-only and avoid touching real business data, datasets, or model artifacts Rejected: Leave final manifest shaping as a manual next-session task | The handoff is stronger when catalog/train/test/val can already be produced automatically Confidence: high Scope-risk: narrow Directive: Treat these generated manifests as integration-stage scaffolds and validate final field policy again before production data ingestion Tested: Ran build_business_project_manifests.py on normalized sample data and verified catalog/train/test/val structure; rechecked 70 relative links Not-tested: Did not run the generated manifests through full training/evaluation against live business audio
cnb.bofCdSsphPA authored -
Constraint: Keep this checkpoint offline-only and avoid touching real business data, datasets, or model artifacts Rejected: Leave role splitting as a manual next-session step | The export chain is more usable when reference/query/excluded lists are produced automatically Confidence: high Scope-risk: narrow Directive: Treat the split outputs as staging lists and keep final project-manifest adaptation explicit in the downstream integration step Tested: Normalized the sample CSV, ran split_business_manifest_ready.py, verified 1 reference + 1 query + 1 excluded row, and rechecked 73 relative links Not-tested: Did not run against a live business export or feed the split outputs into the full training pipeline
cnb.bofCdSsphPA authored
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