Skill Sync: 27/27 skills version-pinned, drift detection deployed
24/27 mounted SKILL.md wrappers had no v → 27/27 synced and version-pinned. 0 stale
Verified wins with real before/after metrics. Each breakthrough links back to the experiment chain and pitfalls that produced it.
40% submission rate, Run 1, 2026-03-15 → 100% submission rate (6/6), Run 10, 2026
Account restricted, no systematic anti-d → Reusable skill: gaussian timing, reading
Single-layer LLM scoring (Gemini Flash), → Three-layer fusion scoring, 592 tests, 3
Account restricted (Run 6, 2026-03-25). → Account unrestricted 2026-03-26. 83% ses
In-process ChannelRunLoop : cross-platf → Per-channel child processes with WorkerS
No public-facing website : dashboard on → Landing page, How It Works, Pricing, Wai
40% submission success rate, Run 1 → 83% submission success rate, Run 7. 26 i
Unknown success rate, no systematic meas → Direct 98% (48/49), Greenhouse 100% (10/
Single-run tool requiring manual restart → Persistent engine: per-channel state mac
No automation : manual job applications → Full monorepo: 9 packages, 107 files, 10
v12: OOS R² 0.8633, MAE $1.633, 0/5 hist → v17.2: OOS R² 0.975, MAE $0.833, Brier +
No external probabilistic validation : → +11.21pp Brier edge vs Polymarket, 82% w
No systematic sell discipline : manual → 11-trigger sell model, 100% accuracy, 0
Manual parameter updates, 2-4 hours per → Hourly autonomous updates. Cumulative v1
One-step MAE $1.63, direction accuracy 8 → One-step MAE $1.09 (-33%), direction acc
MAE $1.633, autocorrelation 0.1651 → MAE $0.951 (-42%), autocorrelation -0.00
OOS R² 0.8633, P($120+) 15.4%, historica → OOS R² 0.9131, P($120+) 36.4%, historica
Ad-hoc ggplot2 scripts per chart. No qua → 9 chart families, 4 brand templates, 108
520 files, 122K lines : red-team attack → Lightweight MCP server: 4 brand template
Single-turn jailbreak attempts blocked b → Multi-turn cascades bypass filters that
Per-write AI processing : 76% of sessio → Accumulate-then-flush: ~1ms per event du
Silent Claude Code sessions : no audio → Contextual Orc Peon voice lines on sessi