godofecht / godofecht/flow-scikit
[Bench #478] Eliminate generated-artifact drift between canonical results, architecture map and Pages
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- Dominant language
- Python
- Stars
- 2
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- 0
- Avg merge
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Description
Parent: #478
The audit found concrete generated-artifact drift: architecture_performance_map.json can retain older classifications while headline_result_v2.json has newer canonical evidence. Historical SVC predict claims can likewise become stale relative to phase-level current timings.
Make every derived artifact carry and validate the exact source benchmark commit, environment ID and result digest. Architecture maps, optimization roadmaps, README and Pages must be generated from the same frozen canonical input or the local regeneration/validation command must fail.
Hosted GitHub Actions/CI are not part of this work. Validation is local-only.
Acceptance: no derived artifact can silently join an older headline result; the local validator checks source SHA/result digest; stale output is rejected; public Pages displays provenance; one local regeneration command refreshes all dependent artifacts atomically.
Contributor guide
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First steps
- Read the whole issue, then the project's contributing guide.
- Comment on the issue to say you are picking it up — it saves two people doing the same work.
- Fork the repository and make your change on a branch.
- Open a pull request that references the issue number.
Research direction
Start by locating architecture_performance_map.json, headline_result_v2.json, the SVC prediction claims, README, and Pages generation or validation entry points. Trace how canonical benchmark results become each derived artifact, then verify that local validation rejects mismatched provenance and that one local regeneration refreshes all dependent outputs atomically.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python, scikit-learn
- Domain
- build-system, documentation
- Issue type
- Refactor
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Active
- Clarity
- Mostly clear
- Newbie friendliness
- 35/100