Signal
Rule-based idea is defined.
Public strategy research / 01
Find the strategythat survives thetest.
Ranked by evidence, not noise.
A public, read-only snapshot of GOGA tests. No execution controls. No promise of a live edge.
The research pipeline
Backtest
Simulated on historical data.
OOS judge
Out-of-sample stress evaluation.
Walk-forward gate
Stability check across windows.
24strategies in snapshot
OOS-judgedlab lane included
read-onlypublic research
Top-ranked snapshot row
#50.76donchian20+pat_channel20 · 15m
Research only
Not investment advice. Past simulations are not predictive.
No proven edge shown
The current universe-level walk-forward gate is part of the verdict.
No live execution
Read-only public data. No accounts, ledger, or trading controls here.
What gets tested
Performance
Compare return, rank score, win rate, trade count and commission without hiding the cost of the path.
Risk
Read Sharpe and maximum drawdown beside PnL, not as a single loud headline.
Robustness
Separate OOS-judged lab rules from preset signal-replay simulations and walk-forward status.
GOGA safety layers · public read-only
Safety & governance snapshot
Aggregated from Tvijo AIOS /api/v1/trading/safety/*. No user accounts, ledger, confirmations, or execution controls on this surface.
Layer status
- Trust Ledger active
- Action Ladder active
- Paper-to-Live active
- Strategy Passport active
Action Ladder
- Read
- 1
- Explain
- 2
- Simulate
- 2
- CONFIGURE
- 1
- LIVE_EXECUTE
- 1
- PAPER_EXECUTE
- 1
- SPEND
- 1
Strategy Passport
- Passports
- 10
- Decaying
- 0
- backtested · 10
The ranked snapshot.
Use the filters to inspect the public research set. Every row keeps its lane, OOS judge status and walk-forward caveat visible.
Snapshot as of 2026-07-08 13:17 UTC · data quality: live · source: strategy_lab,lab_rules
Walk-forward gate: no proven edge on any timeframe (universe-level as of 2026-09-07).
Ranking: ordered by walk-forward verification, then OOS judge score; research data, not investment advice.
| Strategy | Lane | Market | OOS judge | Rank ↓ | PnL (USD) | Sharpe | MaxDD | Win % | Trades | Commission | Evidence |
|---|---|---|---|---|---|---|---|---|---|---|---|
| donchian20+pat_channel20 · 15m Not walk-forward verified | Lab rules (OOS-judged) | crypto | 2.586 | 50.76 | — | 5.92 | — | — | 53 | — | |
| pat_channel20 · 15m Not walk-forward verified | Lab rules (OOS-judged) | crypto | 1.923 | 27.00 | — | 3.21 | — | — | 28 | — | |
| donchian50+pat_double_sc · 15m Not walk-forward verified | Lab rules (OOS-judged) | crypto | 1.669 | 36.03 | — | 4.40 | — | — | 14 | — | |
| donchian20 · 1d Not walk-forward verified | Lab rules (OOS-judged) | crypto | 1.630 | 65.34 | — | 2.29 | — | — | 35 | — | |
| pat_channel20+vr_router · 15m Not walk-forward verified | Lab rules (OOS-judged) | crypto | 1.611 | 39.16 | — | 4.74 | — | — | 9 | — | |
| mom12 · 15m Not walk-forward verified | Lab rules (OOS-judged) | crypto | 1.591 | 37.81 | — | 4.47 | — | — | 16 | — | |
| donchian20 · 15m Not walk-forward verified | Lab rules (OOS-judged) | crypto | 1.573 | 17.57 | — | 2.13 | — | — | 40 | — | |
| phoenix_mrs · 5m Not walk-forward verified | Lab rules (OOS-judged) | crypto | 1.387 | 70.46 | — | 8.77 | — | — | 6 | — | |
| donchian50+pat_channel20 · 15m Not walk-forward verified | Lab rules (OOS-judged) | crypto | 1.313 | 40.11 | — | 4.86 | — | — | 22 | — | |
| donchian50 · 1d Not walk-forward verified | Lab rules (OOS-judged) | crypto | 1.258 | 43.91 | — | 1.91 | — | — | 18 | — | |
| mom12 · 1d Not walk-forward verified | Lab rules (OOS-judged) | crypto | 1.212 | 23.40 | — | 1.17 | — | — | 51 | — | |
| macd_12_26_9 · 1d Not walk-forward verified | Lab rules (OOS-judged) | crypto | 1.127 | 23.74 | — | 1.23 | — | — | 30 | — | |
| jesse_ema_simple · 4h Not walk-forward verified | Lab rules (OOS-judged) | crypto | 1.090 | 4.61 | — | 0.39 | — | — | 18 | — | |
| vr_router · 15m Not walk-forward verified | Lab rules (OOS-judged) | crypto | 1.084 | 16.90 | — | 2.08 | — | — | 9 | — | |
| mom24 · 1d Not walk-forward verified | Lab rules (OOS-judged) | crypto | 1.080 | 24.33 | — | 1.04 | — | — | 33 | — | |
| donchian50 · 15m Not walk-forward verified | Lab rules (OOS-judged) | crypto | 1.071 | 11.06 | — | 1.29 | — | — | 21 | — | |
| bb20_2 · 1d Not walk-forward verified | Lab rules (OOS-judged) | crypto | 1.027 | 17.52 | — | 1.17 | — | — | 27 | — | |
| phoenix_mrs2 · 15m Not walk-forward verified | Lab rules (OOS-judged) | crypto | 0.943 | 48.80 | — | 6.02 | — | — | 7 | — | |
| rsi_30_70 · 1d Not walk-forward verified | Lab rules (OOS-judged) | crypto | 0.863 | 14.51 | — | 0.98 | — | — | 12 | — | |
| wt_cross_os · 1h Not walk-forward verified | Lab rules (OOS-judged) | crypto | 0.841 | 9.50 | — | 1.08 | — | — | 13 | — | |
| Aggressive_futures_L10x preset: aggressive Not walk-forward verified | Preset sim (signal replay) | futures | — | 75.48 | +$4054.53 | 4.42 | 6.70% | 56.62% | 3741 | $3741.00 | |
| MoonShot_futures_L3x preset: moonshot Not walk-forward verified | Preset sim (signal replay) | futures | — | 71.19 | +$494.57 | 4.98 | 0.48% | 42.37% | 2202 | $660.60 | |
| Scalping_futures_L10x preset: scalping Not walk-forward verified | Preset sim (signal replay) | futures | — | 50.40 | +$555.82 | 2.47 | 3.35% | 42.29% | 1355 | $1355.00 | |
| EMA_Micro_futures_L3x preset: ema_micro Not walk-forward verified | Preset sim (signal replay) | futures | — | 38.62 | +$68.35 | 1.08 | 0.78% | 38.13% | 1537 | $461.10 |
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