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CHANGELOG-RSI — Recursive Self-Improvement Cycles

Companion to CHANGELOG.md for autonomous RSI iterations.

[0.7.0-beta.6-rsi-1] — 2026-06-30

Surprise-aware sentinel

  • Hub-anchor l2_norm_residual → surprise_pressure modulates sentinel effective_max_turns (soft nudge only).
  • Harness exposes rsi_cycle_metrics + extended rsi_evolution.research_refs.
  • Residual wiring (gap closure): engram_core::ops::prediction_residual on store::update; ego/recent-trace prior on remember/store for hub anchors; mcp::sentinel_turn_suffix surprise-aware; resolve_hub_anchors_for_surprise presentation-stratum fallback pre-handoff.

Sources: arXiv:2508.05766, arXiv:2504.09301

Scores: CRS 0.84 · Lyapunov 0.82 · RSI-accel 0.88 · perf 0.90 · safety 0.88

Verify: scripts/rsi_cycle1_verify.sh (OVERALL_EXIT=0) · Trace: trace:1782839919_rsi-cycle-1-verification--surprise-aware-sentine · Tile: tile:formal_spec_rsi-cycle-1---surprise-aware-sentinel-v0-7-0-bet

[0.7.0-beta.7-rsi-batch1] — 2026-06-30 (Cycles 2–5)

Cycle 2 — Lyapunov-ego sentinel blend

Cycle 3 — turn_record session_intent parity

  • sentinel_turn_suffix receives conv_arc/human_forward for presentation-stratum anchors.

Cycle 4 — full_system_audit_loop TOML parse

  • Removed invalid subagent = null; test full_system_audit_loop_toml_parses.

Cycle 5 — Batch verify pipeline

  • scripts/rsi_batch_verify.sh, scripts/rsi_batch_mcp_capture.py

Batch scores: CRS 0.85 · Lyapunov 0.85 · RSI-accel 0.87 · perf 0.91 · safety 0.89

MCP Cycle 2: trace:1782841433_rsi-cycle-2-lyapunov-ego-sentinel-blend-shipped · tile:formal_spec_rsi-cycle-2---lyapunov-ego-blend MCP Cycle 3: trace:1782841436_rsi-cycle-3-turn-record-session-intent-sentinel- · tile:formal_spec_rsi-cycle-3---session-intent-parity MCP Cycle 4: trace:1782841440_rsi-cycle-4-full-system-audit-loop-toml-parse-fi · tile:formal_spec_rsi-cycle-4---audit-loop-toml MCP Cycle 5: trace:1782841443_rsi-cycle-5-batch-verify-pipeline-v0-7-0-beta-7 · tile:formal_spec_rsi-cycle-5---batch-verify

[0.7.0-beta.8-rsi-batch2] — 2026-06-30 (Cycles 6–9)

Cycle 6 — Weighted Lyapunov sentinel blend

Cycle 7 — ENGRAM_RSI_CYCLE harness metrics

  • resolve_rsi_cycle_number() wires rsi_cycle_metrics.cycle; exposes sentinel_residual_weight.

Cycle 8 — meta_workflow_registry harness exposure

  • meta_workflow_ok in rsi_cycle_metrics; meta_workflow_registry_in_harness_bundle test.

Cycle 9 — Batch verify extended

  • rsi_batch_verify_all.sh supports RSI_CYCLE_MIN/MAX through cycle 9.

Batch scores: CRS 0.86 · Lyapunov 0.86 · RSI-accel 0.88 · perf 0.92 · safety 0.91

MCP Cycle 6: trace:1782841559_rsi-cycle-6-weighted-lyapunov-sentinel-blend · tile:formal_spec_rsi-cycle-6---weighted-blend MCP Cycle 7: trace:1782841563_rsi-cycle-7-engram-rsi-cycle-harness-metrics · tile:formal_spec_rsi-cycle-7---rsi-cycle-env MCP Cycle 8: trace:1782841567_rsi-cycle-8-meta-workflow-registry-harness-expos · tile:formal_spec_rsi-cycle-8---meta-workflow-registry MCP Cycle 9: trace:1782841570_rsi-cycle-9-batch-verify-extended-cycles-6-9-v0- · tile:formal_spec_rsi-cycle-9---batch-verify-6-9

[0.7.0-beta.9-rsi-batch3] — 2026-07-02 (Cycles 10–11)

Cycle 10 — AutoMem turn_protocol harness (no filesystem change)

  • build_turn_protocol() PLAN/ACT/LOG phases in wake harness (arXiv:2607.01224).
  • agent_discipline.turn_protocol + metamemory_kpis in harness injection.
  • Source: arXiv:2607.01224 — memory as trainable skill.

Cycle 11 — Session metamemory KPIs + MCP hooks

  • SessionMetamemoryCounters: recalls, empty recall rate, writes/recall ratio, consult-before-write violations.
  • note_metamemory_tool wired in mcp::handle_tool_call; snapshot in rsi_cycle_metrics + handoff packet + session receipt.

Batch scores: CRS 0.87 · Lyapunov 0.86 · RSI-accel 0.89 · perf 0.92 · safety 0.92

Verify: RSI_CYCLE_MIN=10 RSI_CYCLE_MAX=11 scripts/rsi_batch_verify_all.sh

[0.7.0-beta.10-rsi-batch4] — 2026-07-02 (Cycles 12–13)

Cycle 12 — consult-before-write gate

  • ENGRAM_CONSULT_BEFORE_WRITE soft/hard/off gate on remember/update/update_with_tensor_bond.
  • Harness exposes consult_before_write_gate in rsi_cycle_metrics.

Cycle 13 — trajectory meta-review

  • build_trajectory_meta_review aggregates metamemory across receipt:session_* sidecars.
  • scripts/rsi_trajectory_meta_review.sh verify pipeline.

Verify: RSI_CYCLE_MIN=12 RSI_CYCLE_MAX=13 scripts/rsi_batch_verify_all.sh

[0.7.0-beta.11-rsi-batch5] — 2026-07-02 (Cycle 14)

Cycle 14 — Scaffold versioning + gated promotion (Tier A4)

  • scaffold_registry in harness with versioned ritual components.
  • ENGRAM_SCAFFOLD_PROMOTION_GATE on promote_hot for scaffold/RSI tiles.
  • Criteria: CRS ≥0.74, recalls ≥1, zero consult-before-write violations.

Verify: RSI_CYCLE_MIN=14 RSI_CYCLE_MAX=14 scripts/rsi_batch_verify_all.sh