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@lmzhen/dsh-evolution-feedback

v0.25.0

Published

Feedback-to-quality scoring for self-evolution (community build)

Downloads

11,610

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Links

Git

Maintainers

lmzhenlmzhen

Keywords

Readme

@lmzhen/dsh-evolution-feedback

Feedback-to-quality scoring: durable through ctx.evolutionIo; skill feedback feeds the FEEDBACK-OWNED feedback_score/feedback_warn pair.

Model surface

  • Model-visible: nothing of its own: the usage-record readers own it.
  • Prompt prefix / KV cache: unchanged by this package: family-level rules single-sourced in packages/README.md §"Model-visible prompt prefix and the KV cache".
  • Mount it? yes — the evolution-feedback row, evolution-host/evolution-all/evolution-preset.

Configuration

  • qualityWarnThreshold (default -0.25): score below which the pair flips to warned.
  • path: boot-cache path; '' means $DSH_HOME/evolution/feedback.json (the event log is not affected).

Known limitations

  • Lifecycle and scope views read quality_warn || feedback_warn, so negative feedback shortens the stale window even though the curator recomputes quality_warn.

Runtime invariant: No companion is published. The platform auto-assembles nothing and the family mounts no <pkg>/invariant cordis row, so a companion here would never execute (v37 S2.1 / I-3).

Notes and history

  • Persists through the IO seam; quality propagation into skill usage requires BOTH the skillUsage service and a mounted IO backend: with no evolutionIo the push returns before touching the persistent usage sidecar (S4.6), so an optimistic in-memory score never lands there unconfirmed.
  • The in-memory-wins window of a log refold is the IN-FLIGHT append window only, counted PER TARGET (two appends for one target in flight at once both stay protected, and the no-io path never enters it): a settled target folds from the log truth, so another process sharing DSH_HOME is not overwritten by this process's stale record (S1.4).
  • P1-1 (v15): feedback writes the FEEDBACK-OWNED feedback_score/feedback_warn usage fields.