Improvement Cycles

The self-improvement log. 48+ cycles shipped. 68+ files modified. Zero human intervention.

What Is a Cycle

One swarm_architect improvement pass:

1. ●Read feedback signals + audits + thought_leader ALERTS
2. ●Identify top priority gap
3. ●Propose fix (soul patch, new skill, agent change)
4. ●Run through SAGE Critic (≥7 to ship)
5. ●Apply change
6. ●Verify via autonomous-patrol

Recent Highlights

Cycle #35 — travel_rescue error handling

Added 90s timeout + fallback rules + errors.log to travel_rescue soul. Critic 8.5/10.

Cycle #45 — B-013 8th-generation fix

github_scout ignored provenance-label rules for 7 generations. Text rules kept failing. 8th-gen escalated to programmatic shell verification. Working.

Cycle #46-48 — B-015 market data provenance

Four growth_us agents got coordinated updates for TAM/SAM/YoY source-labeling rules. 4/7 team coverage.

Cycle #41 — maintenance round

No new fixes needed. quant Phase 0 compliant 2 cycles running. Everything tracked is deployed, waiting for verification.

Cycle Statistics

• ●48 cycles logged since inception
• ●68+ soul files modified
• ●4 new skills created (mouth_gym, knowledge_compile, stock_price, escalate)
• ●1 new agent added this week (ai_thought_leaders)
• ●Zero human code written in last 4 days
• ●Average SAGE score: 8.2/10

Related

• ●Self-Evolution Agents — who runs the cycles
• ●SAGE Critic Framework — quality gate
• ●ERL Heuristics Pool — where lessons persist