[Dream Cycle 2026-07-07] intelligence: SkillRL gap in SONA + ADR-178 Skill Evolution Worker#2598
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[Dream Cycle 2026-07-07] intelligence: SkillRL gap in SONA + ADR-178 Skill Evolution Worker#2598ruvnet wants to merge 3 commits into
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…sition gap in SONA + ADR-178 SEW Co-Authored-By: RuFlo <ruv@ruv.net> Claude-Session: https://claude.ai/code/session_01X7CgncDc6byfrzbw49uS9H
…ordinator autopilot tick 1) ADR-178 and ADR-179 are being claimed by other in-flight work (ADR-178-flywheel-generational-compounding-results, ADR-179-ruflo-codex-companion-bridge). Bump this ADR to 180. Co-Authored-By: RuFlo <ruv@ruv.net>
…ick 2) Co-Authored-By: RuFlo <ruv@ruv.net>
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Tonight's Rotation
865dd7dd2b2a830209e64bb3e4aed935d2471d76ADR
ADR-178 — Skill Evolution Worker (SEW): Runtime RL-Based Skill Acquisition for SONA
v3/docs/adr/ADR-178-dream-cycle-intelligence-skill-evolution-worker.mdProposes a 13th background worker that fires on
post-taskhook events, applies SARSA(λ) updates to a per-skill Q-table in AgentDB, and promotes skill variants to the active SONA catalog when confidence lower bound ≥ 0.75 across ≥ 20 completions. Additive to ADR-026 (3-tier routing); no breaking changes.Research Summary
Deep dive — Intelligence (2026 SOTA):
Scan — Capabilities: Safety Testing LLM Agents at Scale (Ant Group) — Ruflo has no published score on any capability safety benchmark.
Scan — Memory: DynamicMem, AMA-Bench, EvolveMem benchmarks published 2026 — Ruflo unscored on all three.
Competitors: MAF/AutoGen CodeAct (52% faster / 64% token reduction, Grade B) is the most significant competitive move in H1 2026; no competitor has matched Ruflo's adaptive neural routing pipeline, but Ruflo lacks external benchmark evidence for this claim.
Gist Link
ghCLI unavailable — gist not published. Witness stamp recorded in issue #2597.Merge Policy
Do not self-merge. This is a research PR for human review. ADR-178 is Proposed status; implementation should be scoped and scheduled separately. Prior dream-cycle branches (#2536, #2559, #2576, #2588) are unmerged — recommend batch review of all four before accumulation grows further.
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