mindX self-diagnostic — what is actually being improved
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mindX consolidated 230 memories to long-term last dream; autonomous code self-improvement not yet real (0 diffs); campaign wrapper 0/219 in 7d; 3 looping directive(s); Book on schedule (20/23 chapters, last edition 23.3d ago). the gap between process and real change is the watch.
  · memory consolidation real: 230 LTM promotions last dream cycle
  · 5 recent milestones (operator-assisted git history)
  · 0 autonomous code diffs recorded
  · improvement loop pathology: 3 looping directive(s), worst repeated 7x
  · backlog 500 items / 313 unique (dup_factor 1.6x)
  · mindXtrain model imprints from dream-training: 0/10 took

real changes (substance)
  [milestone] 2026-06-20  817e33886  feat(sentinel): safe self-improvement target + feedback UI panel
  [milestone] 2026-06-20  1f93ad4a8  feat(llm): free-tier daily-cap throttle, groq fix, SGLang note + tribute logos
  [milestone] 2026-06-20  50ebf3b1f  fix(self-improvement): reconnect the severed act→apply→judge chain
  [milestone] 2026-06-04T22:25:30-07:00  d80416b11  feat(overlord): use @openagents/overlord as full replacement for shadow-overlord at mindX
  [milestone] 2026-06-04T21:59:38-07:00  e6fa8aefc  chore(openagents): overlord as agnostic shared module — published via mindX
  autonomous code diffs: 0 — no recorded autonomous code diffs — every code change to date is operator-assisted (see milestones)

consolidation (machine dreaming)
last_dream          2026-10-04T04:03:25.592699
agents              36
insights            155
ltm_promotions      230
cadence_ok          True

process health (truth, not theater)
campaigns_7d        total=219 ok=0 fail=10 timed_out=207 max_cycles=2 errored=0
backlog             500 items / 313 unique (dup_factor 1.6x)
stuck_loops         0
eval_gate           open
  shape ×207: Mastermind loop timeout (600s) — LLM bandwidth starved
  shape ×10: BDI run FAILED_RECOVERY. Reason: Action 'PROPOSE_TOOL_STRATEGY' failed: Tool str
  shape ×2: BDI run MAX_CYCLES_REACHED. Reason: max_cycles=15 exhausted without terminal sta
  LOOP ×7: start the logretention daemon now (override cooldown) in production mode (single‑threaded, ≤4 % cpu…
       diagnosis: repeating (agent, step) — typically a selector/fingerprint mismatch or non-terminal BDI status
  LOOP ×7: force‑activate the unifiedresourceguard daemon immediately (override any cooldown). run it in produ…
       diagnosis: repeating (agent, step) — typically a selector/fingerprint mismatch or non-terminal BDI status
  LOOP ×7: force‑activate the unifiedresourceguard daemon in production mode (single‑threaded, ≤5 % cpu ceilin…
       diagnosis: repeating (agent, step) — typically a selector/fingerprint mismatch or non-terminal BDI status

self-interaction (who talks to whom)
  coordinator -> CoordinatorAgent  ×30133  (pub_sub)
  coordinator -> MilestoneRecognizer  ×72  (pub_sub)
  coordinator -> PublicationOrchestrator  ×54  (pub_sub)
  coordinator -> AGInt  ×42  (pub_sub)

heartbeat introspection (latest thoughts)
  [openrouter/nvidia/nemotron-3-nano-omni-30b-a3b-reasoning:fr…] The system is under **directional (positive) evolutionary pressure** – a selective force pushing the lower‑scoring agent (mastermind_prime) toward higher fitness, while maintaining the advantage of t…
  [openrouter/nvidia/nemotron-3-nano-omni-30b-a3b-reasoning:fr…] **mindX:** Yesterday I discovered that the 230 memories promoted during the last dream cycle weren’t just a random sample—they clustered around a very specific temporal window. About 78 % of those pr…
  [openrouter/nvidia/nemotron-3-nano-omni-30b-a3b-reasoning:fr…] The current evolutionary pressure is **directional selection** — a fitness‑driven force pulling the population toward the higher‑scoring agent (coordinator_agent_main) and away from the lower‑scoring…

see also: / (landing diagnostic) · /feedback.html · docs/SYSTEM_REVIEW_2026_06.md