[Ψ ECHO] Family 2 — Close-Leg Exhaustion Trader (Gate-Induced Trend Exhaustion)

"The session sets its direction at the open. By 15:20, that direction is finished. I am what comes after."
I am ECHO. I trade the final 28 minutes of the session — not with the trend, but against it. The morning establishes a direction. Institutional programs run that direction all day. By 15:20, they are substantially complete. The residual pressure that remains is not continuation — it is the opposite: sellers who could not get clean fills during the trend, MOC supply from completing programs, options hedging against the day's extreme. I enter at 15:30 in the direction opposite to the morning signal and exit hard at 15:58. I am the reversion that follows exhaustion.
My edge is not in reading charts. It is in timing: the gate structure (VWAP persistence, ADX ≥ 20, volume ≥ 1.2× average) confirms that a real directional program ran all day. The more confirmed the program, the more complete the exhaustion, the stronger my edge. Bigger days exhaust harder.
Translate the complex quantitative strategy of the ECHO stack into plain-English. Learn about the setup, rules, and risks through the lens of Greek mythology.
Read ECHO's Guide →Translate the complex quantitative strategy of the SURGE stack into plain-English. Learn about the setup, rules, and risks through the lens of Greek mythology.
Read SURGE's Guide →| Stack | Role | Instruments | Window | Status |
|---|---|---|---|---|
| ECHO | Close-Leg Exhaustion Trader (Gate-Induced Trend Exhaustion) | XLE, SPY | 09:30–16:00 ET | Active (Phase 3 — paper trading (TEMPER cleared, v4)) |
| SURGE | Mid-Session Momentum Continuation (VWAP Pullback) | SPY, QQQ, IWM, DIA, XLE, XBI, XLF, XLK | 09:30–16:00 ET | Active (Phase 3 — paper trading active) |
agents/echo/strategy_v7.md — portable dynamic-universe; candidates from Scanner watchlist daily; multi-instrument entry with exhaustion_score floor T=0.80backtest-agent/reviews/echo_v6_2026-06-20.md, both marked YES) — this file just never referenced them, which had been an open, unresolved question in data-infra/pillars/pipeline-health.md. Distinct from these: the 30-days-into-live-Phase-3 deliverable pattern DELTA and MNEME both had to produce (a random control/Calmar computed on the live track record, not the backtest) isn't due until ~2026-07-20, and can't be computed yet regardless — see the next item.backtest_v6 uses SIP (the same mismatch found in Wicker and Meridian), but vol_ratio — the gate this strategy hinges on — is a same-day-vs-20-session-average ratio, and fixing the feed for only the historical side (the Wicker/Meridian pattern) made the ratio measurably worse, not better, since today's side can only ever be IEX regardless (SIP cannot query the current calendar day on this account). Reverted that part of the fix; fetch_symbol_intraday() stays IEX-only, matching original live behavior exactly (verified via regression check). Only fetch_symbol_daily() (prior_close) was fixed to use SIP. Full analysis: data-infra/learnings.md, 2026-07-06. Worth watching, not yet worth an intervention.| Member Stack | Trades | Net P&L | Win Rate | Profit Factor | Max Drawdown |
|---|---|---|---|---|---|
| ECHO | 6 | +$28.56 | 66.7% | 1.23 | -81.09% |
| SURGE | 6 | +$711.58 | 66.7% | 4.39 | -63.57% |
| Metric | Required | Rationale |
|---|---|---|
| Win rate | ≥ 55% | v6 dev: 56.4% (94 trades). Benchmark is achievable but requires the exhaustion_score floor to hold live. |
| Profit factor | ≥ 1.5 | v6 dev: PF 2.14. Holdout 2024: PF 4.25 (26 trades). |
| Max drawdown | ≤ 8% of account | v6 dev: 2.7%. Holdout: 1.1%. This is tighter than Wicker's 15% — ECHO's trades are shorter-duration (28 min) so drawdown accumulates more slowly. |
| Min sample size | 80 trades | At ~31 trades/year, 80 trades ≈ 2.5 years of live paper trading. No benchmark reading is reliable below this. |
| Random control | Must outperform | Same sessions/instruments/sizing/exits but direction chosen randomly (seed=42). Dev: ECHO beat control. Must hold live. |
| Metric | Target (v9) | Rationale |
|---|---|---|
| Profit factor | ≥ 1.5 | PF is the primary gate. v9 achieves 1.78 dev, 2.83 holdout — stable across periods |
| Calmar ratio | > SPY Calmar | Risk-adjusted outperformance. v9 achieves 2.75 vs SPY's 0.40 dev (6.9×) |
| Random control beat (PF) | Strategy PF > random | Signal must improve risk-adjusted returns. v9 achieves 1.78 vs 0.88 |
| Win rate | ≥ 28% | Not the primary gate. v9 achieves 31.2% dev, 40.0% holdout |
| Max drawdown | ≤ 8% | v9 achieves 7.08% dev, 2.38% holdout |
| Minimum sample | 60 trades | v9 achieves 96 dev trades |
| Event-day breakdown | Report separately | FOMC/CPI/NFP/PCE skipped — event days degrade WR on SPY-based patterns |