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mj-agentlab/learning-evidence-kit

v0.1.0MIT

Explicit learning diagnostics, recoverable local evidence and manual task record/application checks.

Changelog

[Unreleased]

[0.1.0] - 2026-10-12

Learning Evidence Kit 0.1.0 is the initial unpublished candidate replacing Understanding Kit. This section records package scope; publication and client results remain in the marketplace acceptance ledger.

Added

  • Introduce Learning Evidence Kit with explicit Pop Quiz and Learning Record Check, complete immutable local records, task association, recovery, full export/import and retained archive.
  • Share complete records through manual ordinary PR comments with segmented/unknown-result recovery; manually collect update-time history with overlap, deduplication, snapshots and coverage gaps.

Changed

  • Replace Understanding Kit registration directly and reuse its approved icon bytes. Preserve the historic package and evaluation evidence at their original Git versions.
  • Separate record validity and task knowledge application, preserving actual person explanation, support, requirements/code versions and operation provenance.

Limitations

  • Native knowledge-question entries remain deferred until actual strict-window acceptance. No text/pending-state substitute is enabled. Registration/discovery is distinct from interactive availability.
  • Real learning benefits, long-term retention/transfer, management effects and Owner final acceptance are not established by engineering or release results.