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Releases: primeline-ai/evolving-lite

v1.1.0 - Self-* organism

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@PrimeLineDirekt PrimeLineDirekt released this 12 Jun 21:16

v1.1.0 (2026-06-13) - Self-* organism

The complete self-improving loop, ported and genericized from the production Evolving
system. Cold data: every ledger starts empty and builds from your own sessions.

Added

  • Self-Star Doctor (scripts/doctor.py, /health): install-time health assistant
    with a green/yellow/red board across 7 junctions (delegation, fitness, autoevolve,
    steward, verifier-spine, security, kairn-link). Conservative create-only heal
    (consent-gated on settings.json, never overwrites/deletes). Runs its synthetic pulse
    in an isolated scratch copy - never touches your real data. Dual trigger: a guarded
    once-per-install SessionStart check + the re-runnable /health.
  • Self- loop*: cognitive-fitness scoring, AutoEvolve config self-tuning (on by
    default with sparse-data guards + a no-regression auto-revert; one-step off-switch
    documented in the README), a steward maintenance engine, and an EPT verifier-spine
    with an opt-in autonomy layer (off by default).
  • Security apparatus: a content-scanner (prompt-injection + planted-secret detection
    on fetched content), an agent-output sanitizer, and an injection-attempt ledger + a
    user-merge allowlist on the existing 10-tier bash classifier.
  • Substrate: graph-compute pipeline, artifact registration, concurrency-safe
    telemetry writers.
  • docs/JUNCTIONS.md: file-level inventory of all 7 junctions.

Requires

  • Kairn (pip install kairn-ai) as a prerequisite
    for the memory layer. The Doctor detects and guides if it is absent.