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claude cdd4503164 research: Arc 1 — trend regime vs H1 breakout, campaign path, results page 
Two std-vocabulary blueprints (bo_h1 donchian-style H1 breakout; bo_h1_trend
adds a post-latch EMA 12/48 regime gate). First real use of the campaign
path: process + campaign documents registered and run as executable intent
(screen 490d14df.., curves da886931.. with persisted taps).

Finding: the gate reshapes the R-distribution per instrument (GER40 flips
sign, EURUSD deteriorates); no deployable edge (best P(E[R]<=0)=0.08,
generalization floor negative, sign agreement 0/4, all gross of costs).

site/: build.py bakes a fully static index.html from the runs/ registry
(aura.css embedded verbatim, inline SVG, zero external requests);
adversarially verified — all baked figures re-derived from the registry.
2026-07-13 16:23:51 +02:00

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</style></head><body class="aura-doc"><div id="tip"></div><div class="wrap"><div class="hero"><h1>aura-quadriga — Arc&#8201;1</h1><p class="subtitle">Does an EMA trend regime reshape an H1 breakout&#8217;s R-distribution?</p><div class="badges"><span class="badge dim">engine 1ebb94c</span><span class="badge dim">project 221c408</span><span class="badge dim">2018-01 &#8594; 2026-06 · m1</span><span class="badge dim">GER40 · US500 · EURUSD · XAUUSD</span><span class="badge warn">gross R — no cost model</span><span class="badge dim">seed 0</span></div><div class="stats"><div class="stat"><div class="n">8</div><div class="l">cells — 2 strategies &#215; 4 instruments</div></div><div class="stat"><div class="n">100</div><div class="l">walk-forward rolls per cell (90&#8201;d IS / 30&#8201;d OOS)</div></div><div class="stat"><div class="n">17 640 / 20 163</div><div class="l">pooled OOS trades — bo_h1 / bo_h1_trend</div></div><div class="stat"><div class="n">0.080</div><div class="l">best-cell P(E[R]&#8804;0) — US500, bo_h1_trend</div></div><div class="stat"><div class="n">0&#8201;/&#8201;4</div><div class="l">cross-instrument sign agreement, either variant</div></div><div class="stat"><div class="n">−1.06</div><div class="l">worst generalization floor (E[R], bo_h1_trend)</div></div></div><div class="callout"><b>The gate reshapes the R-distribution — per instrument, not uniformly.</b> On the pooled walk-forward OOS bootstrap, GER40 flips sign: mean E[R] −0.151 (P(E[R]&#8804;0)&#8201;=&#8201;0.895) without the gate, +0.139 (0.177) with it. US500 improves, EURUSD deteriorates sharply, XAUUSD stays roughly flat. That per-instrument conditionality — B reshapes A, instrument-dependently — is the finding of this arc. <b>No variant survives as a deployable edge:</b> the best cell still shows P(E[R]&#8804;0)&#8201;=&#8201;0.080 across eight unadjusted comparisons, the cross-instrument worst case is deeply negative for both variants (−0.75 plain, −1.06 gated), sign agreement is 0/4 — and every figure on this page is gross of costs.</div></div><section class="sec"><div class="kick">02</div><h2>The experiment</h2><p class="sub">Two blueprint variants over an identical data / window / risk / seed matrix; the comparison is per cell. Risk regime Vol{length:&#8201;3, k:&#8201;2.0} — the protective stop defines 1&#8201;R. No cost block: net&#8201;==&#8201;gross everywhere.</p></section><div class="cards c2"><div class="card"><h3>bo_h1 <span class="tag">variant A — base signal</span></h3><div class="cid">82515a31bfe58ae087b4bd09eb4adb032cc2cabddd71a2761c543066bd237d3d</div><p>H1-resampled donchian-style breakout: RollingMax/Min(24) over Delay(1) high/low, close vs channel (Gt), an SR-latch pair holds the breakout state; bias = latch_long &#8722; latch_short &#8712; {&#8722;1, 0, +1}.</p><pre>h1.period_minutes = 60 prev_high/low.lag = 1
channel_hi.length = 24 channel_lo.length = 24
risk = Vol { length: 3, k: 2.0 } (shared)</pre></div><div class="card"><h3>bo_h1_trend <span class="tag">variant B — gated</span></h3><div class="cid">82d61d13bf21984068d6fd3ae9de9766fe99edb5163ea50ffb3485bfae9f56bc</div><p>The same breakout, gated post-latch by an EMA(12) vs EMA(48) trend-regime latch (Mul per side): a held breakout is suppressed the moment the regime flips against it. Same channel params, same risk, same seed.</p><pre>ema_fast.length = 12 ema_slow.length = 48
channel_hi.length = 24 channel_lo.length = 24
risk = Vol { length: 3, k: 2.0 } (shared)</pre></div></div><div class="pipe"><div class="stage"><b>std::sweep</b> <i>9 trials</i><p>3&#215;3 channel grid (hi/lo &#8712; {24, 48, 96}), argmax on sqn_normalized, deflated (1&#8201;000 resamples, block 5).</p></div><span class="arr">&#8594;</span><div class="stage"><b>std::walk_forward</b> <i>100 rolls</i><p>Rolling 90-day IS refit over the same axes, 30-day OOS, 30-day step; argmax on sqn_normalized per roll.</p></div><span class="arr">&#8594;</span><div class="stage"><b>std::monte_carlo</b> <i>1 000 &#215; block 5</i><p>Block bootstrap of the R-series pooled over all walk-forward OOS trades: E[R] quantiles and P(E[R]&#8804;0) per cell.</p></div><span class="arr">&#8594;</span><div class="stage"><b>std::generalize</b> <i>expectancy_r</i><p>Cross-instrument floor: apply each instrument&#8217;s winner to the other three; worst case and sign agreement.</p></div></div><p class="fnote">Screen campaign <code>490d14df&#8230;</code> runs the full pipeline; curves campaign <code>da886931&#8230;</code> re-runs both variants at default params (channel 24/24, EMA 12/48), selection-free, persisting equity / exposure / r_equity taps for sections 4 and 6.</p><section class="sec"><div class="kick">03</div><h2>R-distribution — pooled-OOS bootstrap</h2><p class="sub">1 000-resample block-5 bootstrap of per-trade R, pooled over each cell&#8217;s 100 walk-forward OOS windows (screen campaign). Whisker p5&#8211;p95, box p25&#8211;p75, tick median, dot mean. The dashed line is E[R]&#8201;=&#8201;0 — mass to its right is what an edge would look like. Gross R.</p></section><div class="legend"><span><i class="sw swA"></i>bo_h1 <span class="lk">(A — breakout)</span></span><span><i class="sw swB"></i>bo_h1_trend <span class="lk">(B — gated)</span></span></div><div class="chartbox"><svg class="chart" viewBox="0 0 1080 384" width="100%" preserveAspectRatio="xMidYMid meet" role="img"><line class="grid" x1="348.4" y1="16" x2="348.4" y2="332"/><text class="tick" x="348.4" y="350" text-anchor="middle">−0.2</text><line class="grid" x1="478.5" y1="16" x2="478.5" y2="332"/><text class="tick" x="478.5" y="350" text-anchor="middle">0</text><line class="grid" x1="608.7" y1="16" x2="608.7" y2="332"/><text class="tick" x="608.7" y="350" text-anchor="middle">+0.2</text><line class="grid" x1="738.8" y1="16" x2="738.8" y2="332"/><text class="tick" x="738.8" y="350" text-anchor="middle">+0.4</text><line class="zero-d" x1="478.5" y1="12" x2="478.5" y2="336"/><text class="tick" x="816" y="370" text-anchor="end">pooled walk-forward OOS E[R] per trade (gross)</text><text class="inst" x="12" y="52">GER40</text><circle class="fA" cx="102" cy="32" r="4"/><text class="vlab" x="112" y="36">bo_h1</text><line class="sA wh" x1="260.3" y1="32" x2="508.2" y2="32"/><line class="sA wh" x1="260.3" y1="28" x2="260.3" y2="36"/><line class="sA wh" x1="508.2" y1="28" x2="508.2" y2="36"/><rect class="sA box" x="326.3" y="25" width="105.0" height="14" rx="2"/><line class="med" x1="375.4" y1="23" x2="375.4" y2="41"/><circle class="fA mean" cx="380.0" cy="32" r="4.5"/><text class="ro" x="1068" y="36" text-anchor="end"><tspan class="ro-p">P(&#8804;0) 0.895</tspan><tspan class="ro-n">&#160;&#183;&#160;n 4 576</tspan></text><rect x="96" y="17" width="976" height="30" fill="transparent" data-tip="GER40 / bo_h1 — mean −0.1514 · p5 −0.3355 · p25 −0.2340 · p50 −0.1586 · p75 −0.0726 · p95 +0.0457 · P(E[R]&#8804;0) 0.895 · 4 576 trades"/><circle class="fB" cx="102" cy="64" r="4"/><text class="vlab" x="112" y="68">bo_h1_trend</text><line class="sB wh" x1="416.9" y1="64" x2="722.8" y2="64"/><line class="sB wh" x1="416.9" y1="60" x2="416.9" y2="68"/><line class="sB wh" x1="722.8" y1="60" x2="722.8" y2="68"/><rect class="sB box" x="507.3" y="57" width="122.8" height="14" rx="2"/><line class="med" x1="564.8" y1="55" x2="564.8" y2="73"/><circle class="fB mean" cx="569.2" cy="64" r="4.5"/><text class="ro" x="1068" y="68" text-anchor="end"><tspan class="ro-p">P(&#8804;0) 0.177</tspan><tspan class="ro-n">&#160;&#183;&#160;n 4 893</tspan></text><rect x="96" y="49" width="976" height="30" fill="transparent" data-tip="GER40 / bo_h1_trend — mean +0.1394 · p5 −0.0947 · p25 +0.0442 · p50 +0.1326 · p75 +0.2330 · p95 +0.3754 · P(E[R]&#8804;0) 0.177 · 4 893 trades"/><text class="inst" x="12" y="136">US500</text><circle class="fA" cx="102" cy="116" r="4"/><text class="vlab" x="112" y="120">bo_h1</text><line class="sA wh" x1="441.1" y1="116" x2="790.4" y2="116"/><line class="sA wh" x1="441.1" y1="112" x2="441.1" y2="120"/><line class="sA wh" x1="790.4" y1="112" x2="790.4" y2="120"/><rect class="sA box" x="531.0" y="109" width="140.2" height="14" rx="2"/><line class="med" x1="596.9" y1="107" x2="596.9" y2="125"/><circle class="fA mean" cx="604.1" cy="116" r="4.5"/><text class="ro" x="1068" y="120" text-anchor="end"><tspan class="ro-p">P(&#8804;0) 0.104</tspan><tspan class="ro-n">&#160;&#183;&#160;n 4 362</tspan></text><rect x="96" y="101" width="976" height="30" fill="transparent" data-tip="US500 / bo_h1 — mean +0.1930 · p5 −0.0575 · p25 +0.0807 · p50 +0.1819 · p75 +0.2961 · p95 +0.4793 · P(E[R]&#8804;0) 0.104 · 4 362 trades"/><circle class="fB" cx="102" cy="148" r="4"/><text class="vlab" x="112" y="152">bo_h1_trend</text><line class="sB wh" x1="458.7" y1="148" x2="775.0" y2="148"/><line class="sB wh" x1="458.7" y1="144" x2="458.7" y2="152"/><line class="sB wh" x1="775.0" y1="144" x2="775.0" y2="152"/><rect class="sB box" x="543.4" y="141" width="135.2" height="14" rx="2"/><line class="med" x1="606.7" y1="139" x2="606.7" y2="157"/><circle class="fB mean" cx="611.9" cy="148" r="4.5"/><text class="ro" x="1068" y="152" text-anchor="end"><tspan class="ro-p">P(&#8804;0) 0.080</tspan><tspan class="ro-n">&#160;&#183;&#160;n 4 947</tspan></text><rect x="96" y="133" width="976" height="30" fill="transparent" data-tip="US500 / bo_h1_trend — mean +0.2051 · p5 −0.0305 · p25 +0.0996 · p50 +0.1970 · p75 +0.3076 · p95 +0.4556 · P(E[R]&#8804;0) 0.080 · 4 947 trades"/><text class="inst" x="12" y="220">EURUSD</text><circle class="fA" cx="102" cy="200" r="4"/><text class="vlab" x="112" y="204">bo_h1</text><line class="sA wh" x1="249.6" y1="200" x2="512.3" y2="200"/><line class="sA wh" x1="249.6" y1="196" x2="249.6" y2="204"/><line class="sA wh" x1="512.3" y1="196" x2="512.3" y2="204"/><rect class="sA box" x="324.1" y="193" width="114.7" height="14" rx="2"/><line class="med" x1="378.5" y1="191" x2="378.5" y2="209"/><circle class="fA mean" cx="381.1" cy="200" r="4.5"/><text class="ro" x="1068" y="204" text-anchor="end"><tspan class="ro-p">P(&#8804;0) 0.884</tspan><tspan class="ro-n">&#160;&#183;&#160;n 4 700</tspan></text><rect x="96" y="185" width="976" height="30" fill="transparent" data-tip="EURUSD / bo_h1 — mean −0.1498 · p5 −0.3519 · p25 −0.2374 · p50 −0.1537 · p75 −0.0611 · p95 +0.0519 · P(E[R]&#8804;0) 0.884 · 4 700 trades"/><circle class="fB" cx="102" cy="232" r="4"/><text class="vlab" x="112" y="236">bo_h1_trend</text><line class="sB wh" x1="252.5" y1="232" x2="448.8" y2="232"/><line class="sB wh" x1="252.5" y1="228" x2="252.5" y2="236"/><line class="sB wh" x1="448.8" y1="228" x2="448.8" y2="236"/><rect class="sB box" x="305.4" y="225" width="80.4" height="14" rx="2"/><line class="med" x1="345.2" y1="223" x2="345.2" y2="241"/><circle class="fB mean" cx="345.8" cy="232" r="4.5"/><text class="ro" x="1068" y="236" text-anchor="end"><tspan class="ro-p">P(&#8804;0) 0.988</tspan><tspan class="ro-n">&#160;&#183;&#160;n 5 442</tspan></text><rect x="96" y="217" width="976" height="30" fill="transparent" data-tip="EURUSD / bo_h1_trend — mean −0.2040 · p5 −0.3474 · p25 −0.2662 · p50 −0.2050 · p75 −0.1426 · p95 −0.0457 · P(E[R]&#8804;0) 0.988 · 5 442 trades"/><text class="inst" x="12" y="304">XAUUSD</text><circle class="fA" cx="102" cy="284" r="4"/><text class="vlab" x="112" y="288">bo_h1</text><line class="sA wh" x1="431.1" y1="284" x2="768.5" y2="284"/><line class="sA wh" x1="431.1" y1="280" x2="431.1" y2="288"/><line class="sA wh" x1="768.5" y1="280" x2="768.5" y2="288"/><rect class="sA box" x="514.3" y="277" width="141.6" height="14" rx="2"/><line class="med" x1="583.6" y1="275" x2="583.6" y2="293"/><circle class="fA mean" cx="589.0" cy="284" r="4.5"/><text class="ro" x="1068" y="288" text-anchor="end"><tspan class="ro-p">P(&#8804;0) 0.142</tspan><tspan class="ro-n">&#160;&#183;&#160;n 4 002</tspan></text><rect x="96" y="269" width="976" height="30" fill="transparent" data-tip="XAUUSD / bo_h1 — mean +0.1698 · p5 −0.0729 · p25 +0.0550 · p50 +0.1615 · p75 +0.2727 · p95 +0.4457 · P(E[R]&#8804;0) 0.142 · 4 002 trades"/><circle class="fB" cx="102" cy="316" r="4"/><text class="vlab" x="112" y="320">bo_h1_trend</text><line class="sB wh" x1="423.2" y1="316" x2="696.4" y2="316"/><line class="sB wh" x1="423.2" y1="312" x2="423.2" y2="320"/><line class="sB wh" x1="696.4" y1="312" x2="696.4" y2="320"/><rect class="sB box" x="505.0" y="309" width="108.4" height="14" rx="2"/><line class="med" x1="557.1" y1="307" x2="557.1" y2="325"/><circle class="fB mean" cx="559.0" cy="316" r="4.5"/><text class="ro" x="1068" y="320" text-anchor="end"><tspan class="ro-p">P(&#8804;0) 0.150</tspan><tspan class="ro-n">&#160;&#183;&#160;n 4 881</tspan></text><rect x="96" y="301" width="976" height="30" fill="transparent" data-tip="XAUUSD / bo_h1_trend — mean +0.1238 · p5 −0.0850 · p25 +0.0407 · p50 +0.1208 · p75 +0.2073 · p95 +0.3349 · P(E[R]&#8804;0) 0.150 · 4 881 trades"/></svg></div><p class="fnote">GER40 is the reshaping case: the gate moves essentially the whole interval across zero. EURUSD moves the other way — the gate makes it decisively worse. A conditioner, not an improvement.</p><section class="sec"><div class="kick">04</div><h2>Per-instrument metrics — default params, full window</h2><p class="sub">Single members from the curves campaign (channel 24/24, EMA 12/48, no selection), full 2018&#8211;2026 window, gross R. This isolates the gate&#8217;s effect from the screen&#8217;s parameter selection. The shape is classic vol-stop breakout: ~10&#8201;% hit rate, average win an order of magnitude larger than average loss.</p></section><div class="cards c2"><div class="card"><h3>GER40 <span class="tag">default params · gross</span></h3><table class="res"><thead><tr><th></th><th>bo_h1</th><th>bo_h1_trend</th></tr></thead><tbody><tr><td>expectancy_r</td><td class="pos">+0.0716</td><td class="pos">+0.0563</td></tr><tr><td>win_rate</td><td>9.9&#8201;%</td><td>11.6&#8201;%</td></tr><tr><td>profit_factor</td><td>1.058</td><td>1.046</td></tr><tr><td>sqn_normalized</td><td class="pos">+0.0761</td><td class="pos">+0.0606</td></tr><tr><td>max_r_drawdown</td><td>751.5&#8201;R</td><td>756.4&#8201;R</td></tr><tr><td>n_trades</td><td>6 435</td><td>6 664</td></tr><tr><td>bias_sign_flips</td><td>861</td><td>1 882</td></tr></tbody></table><svg class="chart" viewBox="0 0 336 122" width="100%" preserveAspectRatio="xMidYMid meet" role="img"><line class="base" x1="6" y1="56.0" x2="330" y2="56.0"/><text class="tick" x="60.0" y="116" text-anchor="middle">T1</text><path class="pb" d="M39.0,56.0 L39.0,35.9 Q39.0,32.9 42.0,32.9 L56.0,32.9 Q59.0,32.9 59.0,35.9 L59.0,56.0 Z" data-tip="GER40 / bo_h1 — conviction tercile T1: mean +0.1874 R per trade"/><path class="pb" d="M61.0,56.0 L61.0,45.3 Q61.0,42.3 64.0,42.3 L78.0,42.3 Q81.0,42.3 81.0,45.3 L81.0,56.0 Z" data-tip="GER40 / bo_h1_trend — conviction tercile T1: mean +0.1108 R per trade"/><text class="tick" x="168.0" y="116" text-anchor="middle">T2</text><path class="nb" d="M147.0,56.0 L147.0,77.8 Q147.0,80.8 150.0,80.8 L164.0,80.8 Q167.0,80.8 167.0,77.8 L167.0,56.0 Z" data-tip="GER40 / bo_h1 — conviction tercile T2: mean −0.2008 R per trade"/><path class="nb" d="M169.0,56.0 L169.0,70.6 Q169.0,73.6 172.0,73.6 L186.0,73.6 Q189.0,73.6 189.0,70.6 L189.0,56.0 Z" data-tip="GER40 / bo_h1_trend — conviction tercile T2: mean −0.1428 R per trade"/><text class="tick" x="276.0" y="116" text-anchor="middle">T3</text><path class="pb" d="M255.0,56.0 L255.0,30.8 Q255.0,27.8 258.0,27.8 L272.0,27.8 Q275.0,27.8 275.0,30.8 L275.0,56.0 Z" data-tip="GER40 / bo_h1 — conviction tercile T3: mean +0.2282 R per trade"/><path class="pb" d="M277.0,56.0 L277.0,34.2 Q277.0,31.2 280.0,31.2 L294.0,31.2 Q297.0,31.2 297.0,34.2 L297.0,56.0 Z" data-tip="GER40 / bo_h1_trend — conviction tercile T3: mean +0.2008 R per trade"/></svg><p class="mini">conviction terciles — mean R per trade by tercile; within each group: left bar bo_h1, right bar bo_h1_trend; green/red by sign</p></div><div class="card"><h3>US500 <span class="tag">default params · gross</span></h3><table class="res"><thead><tr><th></th><th>bo_h1</th><th>bo_h1_trend</th></tr></thead><tbody><tr><td>expectancy_r</td><td class="pos">+0.0450</td><td class="pos">+0.1572</td></tr><tr><td>win_rate</td><td>9.6&#8201;%</td><td>11.3&#8201;%</td></tr><tr><td>profit_factor</td><td>1.036</td><td>1.128</td></tr><tr><td>sqn_normalized</td><td class="pos">+0.0494</td><td class="pos">+0.1448</td></tr><tr><td>max_r_drawdown</td><td>804.8&#8201;R</td><td>440.8&#8201;R</td></tr><tr><td>n_trades</td><td>7 293</td><td>7 157</td></tr><tr><td>bias_sign_flips</td><td>977</td><td>2 001</td></tr></tbody></table><svg class="chart" viewBox="0 0 336 122" width="100%" preserveAspectRatio="xMidYMid meet" role="img"><line class="base" x1="6" y1="56.0" x2="330" y2="56.0"/><text class="tick" x="60.0" y="116" text-anchor="middle">T1</text><path class="pb" d="M39.0,56.0 L39.0,18.8 Q39.0,15.8 42.0,15.8 L56.0,15.8 Q59.0,15.8 59.0,18.8 L59.0,56.0 Z" data-tip="US500 / bo_h1 — conviction tercile T1: mean +0.3255 R per trade"/><path class="pb" d="M61.0,56.0 L61.0,30.9 Q61.0,27.9 64.0,27.9 L78.0,27.9 Q81.0,27.9 81.0,30.9 L81.0,56.0 Z" data-tip="US500 / bo_h1_trend — conviction tercile T1: mean +0.2275 R per trade"/><text class="tick" x="168.0" y="116" text-anchor="middle">T2</text><path class="pb" d="M147.0,56.0 L147.0,57.6 Q147.0,54.6 150.0,54.6 L164.0,54.6 Q167.0,54.6 167.0,57.6 L167.0,56.0 Z" data-tip="US500 / bo_h1 — conviction tercile T2: mean +0.0113 R per trade"/><path class="pb" d="M169.0,56.0 L169.0,28.3 Q169.0,25.3 172.0,25.3 L186.0,25.3 Q189.0,25.3 189.0,28.3 L189.0,56.0 Z" data-tip="US500 / bo_h1_trend — conviction tercile T2: mean +0.2490 R per trade"/><text class="tick" x="276.0" y="116" text-anchor="middle">T3</text><path class="nb" d="M255.0,56.0 L255.0,77.9 Q255.0,80.9 258.0,80.9 L272.0,80.9 Q275.0,80.9 275.0,77.9 L275.0,56.0 Z" data-tip="US500 / bo_h1 — conviction tercile T3: mean −0.2016 R per trade"/><path class="nb" d="M277.0,56.0 L277.0,53.6 Q277.0,56.6 280.0,56.6 L294.0,56.6 Q297.0,56.6 297.0,53.6 L297.0,56.0 Z" data-tip="US500 / bo_h1_trend — conviction tercile T3: mean −0.0048 R per trade"/></svg><p class="mini">conviction terciles — mean R per trade by tercile; within each group: left bar bo_h1, right bar bo_h1_trend; green/red by sign</p></div><div class="card"><h3>EURUSD <span class="tag">default params · gross</span></h3><table class="res"><thead><tr><th></th><th>bo_h1</th><th>bo_h1_trend</th></tr></thead><tbody><tr><td>expectancy_r</td><td class="neg">−0.0866</td><td class="neg">−0.0771</td></tr><tr><td>win_rate</td><td>10.3&#8201;%</td><td>11.5&#8201;%</td></tr><tr><td>profit_factor</td><td>0.931</td><td>0.937</td></tr><tr><td>sqn_normalized</td><td class="neg">−0.1100</td><td class="neg">−0.0969</td></tr><tr><td>max_r_drawdown</td><td>1005.4&#8201;R</td><td>1313.6&#8201;R</td></tr><tr><td>n_trades</td><td>6 788</td><td>7 398</td></tr><tr><td>bias_sign_flips</td><td>914</td><td>2 055</td></tr></tbody></table><svg class="chart" viewBox="0 0 336 122" width="100%" preserveAspectRatio="xMidYMid meet" role="img"><line class="base" x1="6" y1="56.0" x2="330" y2="56.0"/><text class="tick" x="60.0" y="116" text-anchor="middle">T1</text><path class="pb" d="M39.0,56.0 L39.0,43.1 Q39.0,40.1 42.0,40.1 L56.0,40.1 Q59.0,40.1 59.0,43.1 L59.0,56.0 Z" data-tip="EURUSD / bo_h1 — conviction tercile T1: mean +0.1284 R per trade"/><path class="pb" d="M61.0,56.0 L61.0,41.7 Q61.0,38.7 64.0,38.7 L78.0,38.7 Q81.0,38.7 81.0,41.7 L81.0,56.0 Z" data-tip="EURUSD / bo_h1_trend — conviction tercile T1: mean +0.1405 R per trade"/><text class="tick" x="168.0" y="116" text-anchor="middle">T2</text><path class="nb" d="M147.0,56.0 L147.0,89.4 Q147.0,92.4 150.0,92.4 L164.0,92.4 Q167.0,92.4 167.0,89.4 L167.0,56.0 Z" data-tip="EURUSD / bo_h1 — conviction tercile T2: mean −0.2950 R per trade"/><path class="nb" d="M169.0,56.0 L169.0,92.1 Q169.0,95.1 172.0,95.1 L186.0,95.1 Q189.0,95.1 189.0,92.1 L189.0,56.0 Z" data-tip="EURUSD / bo_h1_trend — conviction tercile T2: mean −0.3164 R per trade"/><text class="tick" x="276.0" y="116" text-anchor="middle">T3</text><path class="nb" d="M255.0,56.0 L255.0,64.5 Q255.0,67.5 258.0,67.5 L272.0,67.5 Q275.0,67.5 275.0,64.5 L275.0,56.0 Z" data-tip="EURUSD / bo_h1 — conviction tercile T3: mean −0.0932 R per trade"/><path class="nb" d="M277.0,56.0 L277.0,59.8 Q277.0,62.8 280.0,62.8 L294.0,62.8 Q297.0,62.8 297.0,59.8 L297.0,56.0 Z" data-tip="EURUSD / bo_h1_trend — conviction tercile T3: mean −0.0554 R per trade"/></svg><p class="mini">conviction terciles — mean R per trade by tercile; within each group: left bar bo_h1, right bar bo_h1_trend; green/red by sign</p></div><div class="card"><h3>XAUUSD <span class="tag">default params · gross</span></h3><table class="res"><thead><tr><th></th><th>bo_h1</th><th>bo_h1_trend</th></tr></thead><tbody><tr><td>expectancy_r</td><td class="pos">+0.1406</td><td class="pos">+0.0299</td></tr><tr><td>win_rate</td><td>10.1&#8201;%</td><td>12.2&#8201;%</td></tr><tr><td>profit_factor</td><td>1.114</td><td>1.024</td></tr><tr><td>sqn_normalized</td><td class="pos">+0.1435</td><td class="pos">+0.0361</td></tr><tr><td>max_r_drawdown</td><td>451.9&#8201;R</td><td>586.4&#8201;R</td></tr><tr><td>n_trades</td><td>6 201</td><td>6 825</td></tr><tr><td>bias_sign_flips</td><td>869</td><td>2 029</td></tr></tbody></table><svg class="chart" viewBox="0 0 336 122" width="100%" preserveAspectRatio="xMidYMid meet" role="img"><line class="base" x1="6" y1="56.0" x2="330" y2="56.0"/><text class="tick" x="60.0" y="116" text-anchor="middle">T1</text><path class="pb" d="M39.0,56.0 L39.0,57.9 Q39.0,54.9 42.0,54.9 L56.0,54.9 Q59.0,54.9 59.0,57.9 L59.0,56.0 Z" data-tip="XAUUSD / bo_h1 — conviction tercile T1: mean +0.0088 R per trade"/><path class="nb" d="M61.0,56.0 L61.0,57.2 Q61.0,60.2 64.0,60.2 L78.0,60.2 Q81.0,60.2 81.0,57.2 L81.0,56.0 Z" data-tip="XAUUSD / bo_h1_trend — conviction tercile T1: mean −0.0340 R per trade"/><text class="tick" x="168.0" y="116" text-anchor="middle">T2</text><path class="pb" d="M147.0,56.0 L147.0,48.8 Q147.0,45.8 150.0,45.8 L164.0,45.8 Q167.0,45.8 167.0,48.8 L167.0,56.0 Z" data-tip="XAUUSD / bo_h1 — conviction tercile T2: mean +0.0829 R per trade"/><path class="nb" d="M169.0,56.0 L169.0,67.8 Q169.0,70.8 172.0,70.8 L186.0,70.8 Q189.0,70.8 189.0,67.8 L189.0,56.0 Z" data-tip="XAUUSD / bo_h1_trend — conviction tercile T2: mean −0.1198 R per trade"/><text class="tick" x="276.0" y="116" text-anchor="middle">T3</text><path class="pb" d="M255.0,56.0 L255.0,18.3 Q255.0,15.3 258.0,15.3 L272.0,15.3 Q275.0,15.3 275.0,18.3 L275.0,56.0 Z" data-tip="XAUUSD / bo_h1 — conviction tercile T3: mean +0.3301 R per trade"/><path class="pb" d="M277.0,56.0 L277.0,29.0 Q277.0,26.0 280.0,26.0 L294.0,26.0 Q297.0,26.0 297.0,29.0 L297.0,56.0 Z" data-tip="XAUUSD / bo_h1_trend — conviction tercile T3: mean +0.2434 R per trade"/></svg><p class="mini">conviction terciles — mean R per trade by tercile; within each group: left bar bo_h1, right bar bo_h1_trend; green/red by sign</p></div></div><section class="sec"><div class="kick">05</div><h2>Walk-forward — stitched OOS R</h2><p class="sub">Cumulative out-of-sample R across the 100 rolled windows (per-window expectancy&#8201;&#215;&#8201;trades, refit each roll). The IS winner is unstable: in every one of the eight cells the per-roll argmax visits all 9 cells of the 3&#215;3 channel grid at least once over the 100 rolls — the full-window screen winner is not a stable optimum, which is exactly what the deflated sweep scores already hinted at.</p></section><div class="legend"><span><i class="sw swA"></i>bo_h1 <span class="lk">(A — breakout)</span></span><span><i class="sw swB"></i>bo_h1_trend <span class="lk">(B — gated)</span></span></div><div class="cards c2"><div class="card"><h3>GER40 <span class="tag">OOS, refit per roll</span></h3><svg class="chart" viewBox="0 0 560 206" width="100%" preserveAspectRatio="xMidYMid meet" role="img"><line class="grid" x1="52" y1="151.1" x2="482" y2="151.1"/><text class="tick" x="46" y="154.6" text-anchor="end">−500</text><line class="grid" x1="52" y1="95.2" x2="482" y2="95.2"/><text class="tick" x="46" y="98.7" text-anchor="end">0</text><line class="grid" x1="52" y1="39.2" x2="482" y2="39.2"/><text class="tick" x="46" y="42.7" text-anchor="end">+500</text><line class="zero" x1="52" y1="95.2" x2="482" y2="95.2"/><line class="grid" x1="91.4" y1="180" x2="91.4" y2="184"/><text class="tick" x="91.4" y="196" text-anchor="middle">2019</text><line class="grid" x1="196.2" y1="180" x2="196.2" y2="184"/><text class="tick" x="196.2" y="196" text-anchor="middle">2021</text><line class="grid" x1="300.8" y1="180" x2="300.8" y2="184"/><text class="tick" x="300.8" y="196" text-anchor="middle">2023</text><line class="grid" x1="405.6" y1="180" x2="405.6" y2="184"/><text class="tick" x="405.6" y="196" text-anchor="middle">2025</text><polyline class="sA ln" points="52.0,95.2 56.3,98.6 60.6,99.8 64.9,104.4 69.2,108.4 73.5,103.9 77.8,100.2 82.1,103.9 86.4,99.0 90.7,101.8 95.0,103.7 99.3,105.0 103.6,106.7 107.9,97.6 112.2,99.6 116.5,96.8 120.8,84.1 125.1,71.5 129.4,71.6 133.7,65.4 138.0,70.3 142.3,74.7 146.6,77.9 150.9,73.8 155.2,76.9 159.5,77.0 163.8,90.6 168.1,92.3 172.4,92.1 176.7,93.6 181.0,97.1 185.3,96.5 189.6,82.9 193.9,85.0 198.2,91.9 202.5,103.7 206.8,116.1 211.1,107.3 215.4,115.9 219.7,126.1 224.0,138.3 228.3,138.6 232.6,148.3 236.9,147.8 241.2,146.9 245.5,131.2 249.8,131.0 254.1,128.3 258.4,124.5 262.7,133.6 267.0,132.3 271.3,132.2 275.6,136.3 279.9,137.1 284.2,139.0 288.5,140.6 292.8,133.7 297.1,135.4 301.4,138.4 305.7,131.0 310.0,133.4 314.3,132.9 318.6,131.2 322.9,129.6 327.2,122.4 331.5,126.4 335.8,135.5 340.1,136.0 344.4,134.4 348.7,135.3 353.0,143.4 357.3,144.1 361.6,135.1 365.9,130.5 370.2,138.8 374.5,134.9 378.8,143.3 383.1,152.3 387.4,148.0 391.7,152.5 396.0,159.1 400.3,162.0 404.6,155.8 408.9,142.5 413.2,144.0 417.5,145.9 421.8,148.3 426.1,145.7 430.4,150.6 434.7,151.7 439.0,159.0 443.3,162.2 447.6,160.9 451.9,154.0 456.2,159.9 460.5,155.8 464.8,160.3 469.1,170.0 473.4,169.4 477.7,168.6 482.0,171.0"/><polyline class="sB ln" points="52.0,95.2 56.3,98.5 60.6,100.5 64.9,103.3 69.2,106.4 73.5,106.5 77.8,103.2 82.1,101.0 86.4,105.1 90.7,104.7 95.0,108.6 99.3,110.1 103.6,110.9 107.9,107.9 112.2,113.9 116.5,109.8 120.8,92.9 125.1,88.7 129.4,89.1 133.7,87.7 138.0,70.0 142.3,75.7 146.6,78.7 150.9,76.7 155.2,48.7 159.5,46.8 163.8,39.2 168.1,34.7 172.4,37.2 176.7,42.1 181.0,50.4 185.3,51.3 189.6,29.8 193.9,34.0 198.2,36.8 202.5,44.8 206.8,57.6 211.1,52.8 215.4,56.9 219.7,64.3 224.0,74.0 228.3,75.7 232.6,85.3 236.9,80.1 241.2,80.1 245.5,64.3 249.8,62.5 254.1,65.3 258.4,55.2 262.7,61.1 267.0,59.5 271.3,54.5 275.6,57.4 279.9,57.2 284.2,62.9 288.5,65.5 292.8,63.8 297.1,65.6 301.4,62.3 305.7,55.5 310.0,64.9 314.3,62.2 318.6,69.4 322.9,66.3 327.2,60.5 331.5,60.4 335.8,66.5 340.1,71.0 344.4,65.9 348.7,62.6 353.0,66.4 357.3,65.2 361.6,39.0 365.9,35.4 370.2,38.4 374.5,34.5 378.8,46.1 383.1,47.6 387.4,40.3 391.7,39.7 396.0,45.3 400.3,52.5 404.6,46.4 408.9,32.0 413.2,30.9 417.5,35.1 421.8,30.1 426.1,25.1 430.4,26.1 434.7,25.8 439.0,35.7 443.3,40.7 447.6,38.3 451.9,40.1 456.2,37.3 460.5,28.9 464.8,35.3 469.1,37.2 473.4,21.0 477.7,22.9 482.0,24.9"/><circle class="fA mean" cx="482.0" cy="171.0" r="3.5"/><text class="endlab" x="489.0" y="174.5"><tspan class="ro-n">A</tspan> −678 R</text><circle class="fB mean" cx="482.0" cy="24.9" r="3.5"/><text class="endlab" x="489.0" y="28.4"><tspan class="ro-n">B</tspan> +628 R</text></svg><table class="res"><thead><tr><th></th><th>windows</th><th>positive</th><th>stitched R</th></tr></thead><tbody><tr><td>bo_h1</td><td>100</td><td>40&#8201;%</td><td class="neg">−678.0</td></tr><tr><td>bo_h1_trend</td><td>100</td><td>49&#8201;%</td><td class="pos">+627.9</td></tr></tbody></table></div><div class="card"><h3>US500 <span class="tag">OOS, refit per roll</span></h3><svg class="chart" viewBox="0 0 560 206" width="100%" preserveAspectRatio="xMidYMid meet" role="img"><line class="grid" x1="52" y1="156.0" x2="482" y2="156.0"/><text class="tick" x="46" y="159.5" text-anchor="end">0</text><line class="grid" x1="52" y1="103.0" x2="482" y2="103.0"/><text class="tick" x="46" y="106.5" text-anchor="end">+500</text><line class="grid" x1="52" y1="50.1" x2="482" y2="50.1"/><text class="tick" x="46" y="53.6" text-anchor="end">+1000</text><line class="zero" x1="52" y1="156.0" x2="482" y2="156.0"/><line class="grid" x1="91.4" y1="180" x2="91.4" y2="184"/><text class="tick" x="91.4" y="196" text-anchor="middle">2019</text><line class="grid" x1="196.2" y1="180" x2="196.2" y2="184"/><text class="tick" x="196.2" y="196" text-anchor="middle">2021</text><line class="grid" x1="300.8" y1="180" x2="300.8" y2="184"/><text class="tick" x="300.8" y="196" text-anchor="middle">2023</text><line class="grid" x1="405.6" y1="180" x2="405.6" y2="184"/><text class="tick" x="405.6" y="196" text-anchor="middle">2025</text><polyline class="sA ln" points="52.0,156.0 56.3,157.9 60.6,163.1 64.9,164.4 69.2,164.7 73.5,166.2 77.8,171.0 82.1,142.8 86.4,104.6 90.7,97.3 95.0,104.9 99.3,90.0 103.6,74.5 107.9,61.4 112.2,61.9 116.5,58.1 120.8,58.3 125.1,36.0 129.4,39.6 133.7,46.3 138.0,46.7 142.3,50.0 146.6,54.3 150.9,53.0 155.2,59.3 159.5,61.6 163.8,71.0 168.1,73.1 172.4,76.7 176.7,76.8 181.0,68.7 185.3,65.8 189.6,63.3 193.9,62.6 198.2,63.9 202.5,64.3 206.8,68.7 211.1,58.7 215.4,62.5 219.7,58.2 224.0,61.9 228.3,64.0 232.6,62.9 236.9,64.7 241.2,47.4 245.5,40.9 249.8,42.2 254.1,37.7 258.4,36.4 262.7,35.9 267.0,32.5 271.3,31.3 275.6,26.8 279.9,30.4 284.2,31.8 288.5,40.0 292.8,40.5 297.1,50.5 301.4,59.8 305.7,57.8 310.0,63.2 314.3,65.7 318.6,71.5 322.9,70.8 327.2,70.1 331.5,70.3 335.8,72.6 340.1,68.8 344.4,63.2 348.7,64.3 353.0,66.5 357.3,64.6 361.6,69.1 365.9,75.4 370.2,76.3 374.5,69.8 378.8,68.6 383.1,67.3 387.4,68.5 391.7,61.3 396.0,61.3 400.3,58.8 404.6,60.9 408.9,65.4 413.2,67.5 417.5,64.2 421.8,65.5 426.1,59.7 430.4,67.3 434.7,60.9 439.0,69.8 443.3,70.5 447.6,70.0 451.9,71.6 456.2,71.2 460.5,75.8 464.8,74.1 469.1,74.5 473.4,64.0 477.7,67.5 482.0,68.6"/><polyline class="sB ln" points="52.0,156.0 56.3,159.3 60.6,164.3 64.9,166.0 69.2,165.6 73.5,161.3 77.8,167.9 82.1,154.6 86.4,151.5 90.7,146.5 95.0,150.7 99.3,152.7 103.6,150.2 107.9,141.9 112.2,144.7 116.5,137.8 120.8,137.2 125.1,114.7 129.4,118.2 133.7,126.1 138.0,128.0 142.3,126.7 146.6,131.6 150.9,124.3 155.2,126.4 159.5,124.6 163.8,127.4 168.1,129.1 172.4,133.3 176.7,136.7 181.0,130.6 185.3,128.9 189.6,116.4 193.9,116.2 198.2,121.2 202.5,122.3 206.8,126.0 211.1,115.1 215.4,117.6 219.7,121.4 224.0,117.3 228.3,114.5 232.6,115.2 236.9,118.7 241.2,100.0 245.5,96.9 249.8,96.8 254.1,94.4 258.4,94.6 262.7,91.2 267.0,92.2 271.3,96.6 275.6,95.1 279.9,92.1 284.2,84.0 288.5,81.6 292.8,85.5 297.1,94.0 301.4,100.1 305.7,105.2 310.0,107.3 314.3,106.8 318.6,113.6 322.9,66.6 327.2,65.3 331.5,63.9 335.8,64.7 340.1,53.7 344.4,56.3 348.7,51.4 353.0,42.9 357.3,29.6 361.6,32.7 365.9,43.3 370.2,46.3 374.5,39.4 378.8,40.6 383.1,30.2 387.4,27.8 391.7,21.0 396.0,24.4 400.3,22.1 404.6,24.4 408.9,23.0 413.2,30.9 417.5,21.3 421.8,24.4 426.1,24.9 430.4,33.3 434.7,32.8 439.0,42.8 443.3,43.3 447.6,40.5 451.9,37.6 456.2,39.0 460.5,44.1 464.8,47.3 469.1,51.3 473.4,42.2 477.7,42.9 482.0,43.3"/><circle class="fA mean" cx="482.0" cy="68.6" r="3.5"/><text class="endlab" x="489.0" y="72.1"><tspan class="ro-n">A</tspan> +825 R</text><circle class="fB mean" cx="482.0" cy="43.3" r="3.5"/><text class="endlab" x="489.0" y="46.8"><tspan class="ro-n">B</tspan> +1064 R</text></svg><table class="res"><thead><tr><th></th><th>windows</th><th>positive</th><th>stitched R</th></tr></thead><tbody><tr><td>bo_h1</td><td>100</td><td>42&#8201;%</td><td class="pos">+825.1</td></tr><tr><td>bo_h1_trend</td><td>100</td><td>48&#8201;%</td><td class="pos">+1063.6</td></tr></tbody></table></div><div class="card"><h3>EURUSD <span class="tag">OOS, refit per roll</span></h3><svg class="chart" viewBox="0 0 560 206" width="100%" preserveAspectRatio="xMidYMid meet" role="img"><line class="grid" x1="52" y1="155.2" x2="482" y2="155.2"/><text class="tick" x="46" y="158.7" text-anchor="end">−1000</text><line class="grid" x1="52" y1="106.9" x2="482" y2="106.9"/><text class="tick" x="46" y="110.4" text-anchor="end">−500</text><line class="grid" x1="52" y1="58.7" x2="482" y2="58.7"/><text class="tick" x="46" y="62.2" text-anchor="end">0</text><line class="zero" x1="52" y1="58.7" x2="482" y2="58.7"/><line class="grid" x1="91.4" y1="180" x2="91.4" y2="184"/><text class="tick" x="91.4" y="196" text-anchor="middle">2019</text><line class="grid" x1="196.2" y1="180" x2="196.2" y2="184"/><text class="tick" x="196.2" y="196" text-anchor="middle">2021</text><line class="grid" x1="300.8" y1="180" x2="300.8" y2="184"/><text class="tick" x="300.8" y="196" text-anchor="middle">2023</text><line class="grid" x1="405.6" y1="180" x2="405.6" y2="184"/><text class="tick" x="405.6" y="196" text-anchor="middle">2025</text><polyline class="sA ln" points="52.0,58.7 56.3,66.8 60.6,46.3 64.9,50.6 69.2,56.1 73.5,47.9 77.8,46.2 82.1,51.4 86.4,53.3 90.7,59.2 95.0,73.6 99.3,75.3 103.6,74.1 107.9,76.4 112.2,81.2 116.5,69.7 120.8,69.5 125.1,67.8 129.4,60.1 133.7,60.0 138.0,56.9 142.3,54.5 146.6,60.7 150.9,43.7 155.2,35.4 159.5,34.6 163.8,33.8 168.1,27.4 172.4,30.1 176.7,25.0 181.0,28.0 185.3,26.7 189.6,22.9 193.9,37.2 198.2,39.1 202.5,32.2 206.8,32.1 211.1,24.5 215.4,21.0 219.7,27.7 224.0,33.8 228.3,32.3 232.6,31.2 236.9,22.7 241.2,28.6 245.5,34.2 249.8,42.5 254.1,38.5 258.4,34.8 262.7,39.8 267.0,45.5 271.3,46.4 275.6,45.3 279.9,48.3 284.2,51.3 288.5,47.2 292.8,49.3 297.1,64.9 301.4,69.0 305.7,76.7 310.0,80.6 314.3,88.9 318.6,92.8 322.9,100.8 327.2,108.7 331.5,95.7 335.8,100.2 340.1,102.0 344.4,111.1 348.7,108.7 353.0,108.1 357.3,113.6 361.6,114.6 365.9,118.1 370.2,116.0 374.5,119.2 378.8,130.8 383.1,127.4 387.4,119.9 391.7,126.1 396.0,125.1 400.3,122.9 404.6,127.4 408.9,127.5 413.2,133.3 417.5,129.7 421.8,121.7 426.1,121.9 430.4,121.7 434.7,120.0 439.0,120.5 443.3,121.3 447.6,123.3 451.9,122.5 456.2,121.8 460.5,127.6 464.8,127.6 469.1,132.0 473.4,124.6 477.7,123.0 482.0,125.9"/><polyline class="sB ln" points="52.0,58.7 56.3,62.5 60.6,52.9 64.9,58.6 69.2,61.4 73.5,53.7 77.8,54.0 82.1,55.7 86.4,57.6 90.7,63.0 95.0,70.5 99.3,75.0 103.6,71.9 107.9,74.2 112.2,80.1 116.5,72.2 120.8,71.7 125.1,74.7 129.4,82.4 133.7,85.0 138.0,82.8 142.3,81.0 146.6,80.2 150.9,61.4 155.2,44.7 159.5,45.3 163.8,45.0 168.1,38.8 172.4,38.7 176.7,36.4 181.0,37.0 185.3,38.5 189.6,39.9 193.9,47.6 198.2,54.9 202.5,57.4 206.8,54.8 211.1,55.0 215.4,54.1 219.7,61.5 224.0,67.5 228.3,66.8 232.6,64.5 236.9,62.1 241.2,68.8 245.5,74.2 249.8,84.7 254.1,79.0 258.4,87.5 262.7,84.4 267.0,91.1 271.3,90.3 275.6,91.5 279.9,96.6 284.2,95.2 288.5,97.2 292.8,100.1 297.1,105.5 301.4,112.2 305.7,122.9 310.0,125.7 314.3,125.9 318.6,126.0 322.9,129.1 327.2,133.4 331.5,126.1 335.8,129.8 340.1,129.9 344.4,135.6 348.7,135.9 353.0,133.2 357.3,140.7 361.6,144.5 365.9,145.0 370.2,148.8 374.5,153.1 378.8,166.3 383.1,161.4 387.4,166.1 391.7,171.0 396.0,167.5 400.3,161.5 404.6,170.3 408.9,160.5 413.2,162.6 417.5,157.0 421.8,158.9 426.1,163.7 430.4,169.0 434.7,157.9 439.0,158.4 443.3,159.2 447.6,157.7 451.9,149.0 456.2,152.8 460.5,159.0 464.8,154.5 469.1,159.6 473.4,158.5 477.7,157.3 482.0,166.0"/><circle class="fA mean" cx="482.0" cy="125.9" r="3.5"/><text class="endlab" x="489.0" y="129.4"><tspan class="ro-n">A</tspan> −696 R</text><circle class="fB mean" cx="482.0" cy="166.0" r="3.5"/><text class="endlab" x="489.0" y="169.5"><tspan class="ro-n">B</tspan> −1112 R</text></svg><table class="res"><thead><tr><th></th><th>windows</th><th>positive</th><th>stitched R</th></tr></thead><tbody><tr><td>bo_h1</td><td>100</td><td>47&#8201;%</td><td class="neg">−696.1</td></tr><tr><td>bo_h1_trend</td><td>100</td><td>36&#8201;%</td><td class="neg">−1111.7</td></tr></tbody></table></div><div class="card"><h3>XAUUSD <span class="tag">OOS, refit per roll</span></h3><svg class="chart" viewBox="0 0 560 206" width="100%" preserveAspectRatio="xMidYMid meet" role="img"><line class="grid" x1="52" y1="138.4" x2="482" y2="138.4"/><text class="tick" x="46" y="141.9" text-anchor="end">0</text><line class="grid" x1="52" y1="95.0" x2="482" y2="95.0"/><text class="tick" x="46" y="98.5" text-anchor="end">+250</text><line class="grid" x1="52" y1="51.7" x2="482" y2="51.7"/><text class="tick" x="46" y="55.2" text-anchor="end">+500</text><line class="zero" x1="52" y1="138.4" x2="482" y2="138.4"/><line class="grid" x1="91.4" y1="180" x2="91.4" y2="184"/><text class="tick" x="91.4" y="196" text-anchor="middle">2019</text><line class="grid" x1="196.2" y1="180" x2="196.2" y2="184"/><text class="tick" x="196.2" y="196" text-anchor="middle">2021</text><line class="grid" x1="300.8" y1="180" x2="300.8" y2="184"/><text class="tick" x="300.8" y="196" text-anchor="middle">2023</text><line class="grid" x1="405.6" y1="180" x2="405.6" y2="184"/><text class="tick" x="405.6" y="196" text-anchor="middle">2025</text><polyline class="sA ln" points="52.0,138.4 56.3,130.3 60.6,127.8 64.9,111.1 69.2,108.6 73.5,105.5 77.8,112.8 82.1,96.3 86.4,97.1 90.7,113.0 95.0,117.9 99.3,116.8 103.6,116.3 107.9,117.9 112.2,124.0 116.5,101.3 120.8,117.3 125.1,121.3 129.4,128.2 133.7,132.9 138.0,137.7 142.3,137.7 146.6,118.1 150.9,116.1 155.2,107.7 159.5,102.8 163.8,105.4 168.1,109.5 172.4,116.9 176.7,92.6 181.0,96.1 185.3,104.5 189.6,98.1 193.9,93.0 198.2,96.9 202.5,108.0 206.8,107.1 211.1,109.7 215.4,112.6 219.7,129.3 224.0,129.1 228.3,119.1 232.6,116.0 236.9,121.3 241.2,120.7 245.5,135.4 249.8,137.6 254.1,129.4 258.4,109.2 262.7,111.2 267.0,123.6 271.3,133.6 275.6,147.4 279.9,156.2 284.2,150.8 288.5,135.8 292.8,136.6 297.1,144.6 301.4,138.0 305.7,133.7 310.0,133.3 314.3,118.7 318.6,119.3 322.9,119.7 327.2,113.0 331.5,121.6 335.8,114.6 340.1,98.6 344.4,86.1 348.7,75.3 353.0,71.3 357.3,86.2 361.6,97.8 365.9,98.8 370.2,99.7 374.5,97.3 378.8,108.0 383.1,97.3 387.4,107.2 391.7,105.2 396.0,99.3 400.3,86.0 404.6,86.8 408.9,83.0 413.2,88.8 417.5,91.0 421.8,86.4 426.1,91.3 430.4,99.3 434.7,96.4 439.0,113.6 443.3,83.1 447.6,88.9 451.9,92.2 456.2,79.3 460.5,76.2 464.8,28.6 469.1,25.9 473.4,21.0 477.7,21.7 482.0,22.6"/><polyline class="sB ln" points="52.0,138.4 56.3,138.9 60.6,140.3 64.9,136.3 69.2,132.1 73.5,125.6 77.8,137.2 82.1,147.0 86.4,143.8 90.7,151.1 95.0,156.2 99.3,154.4 103.6,158.6 107.9,162.7 112.2,167.6 116.5,137.2 120.8,151.4 125.1,154.4 129.4,161.2 133.7,171.0 138.0,165.8 142.3,170.2 146.6,157.1 150.9,130.1 155.2,126.9 159.5,122.0 163.8,130.0 168.1,124.8 172.4,136.4 176.7,119.4 181.0,122.1 185.3,124.2 189.6,114.9 193.9,108.5 198.2,98.3 202.5,94.2 206.8,90.0 211.1,94.2 215.4,106.9 219.7,116.2 224.0,99.1 228.3,98.8 232.6,104.2 236.9,102.3 241.2,106.4 245.5,104.9 249.8,109.2 254.1,104.6 258.4,98.1 262.7,105.0 267.0,108.8 271.3,121.5 275.6,136.5 279.9,137.4 284.2,143.2 288.5,123.9 292.8,129.4 297.1,136.5 301.4,132.3 305.7,125.6 310.0,111.4 314.3,92.8 318.6,98.1 322.9,105.3 327.2,124.4 331.5,133.6 335.8,128.4 340.1,107.5 344.4,88.0 348.7,84.4 353.0,74.4 357.3,87.6 361.6,101.8 365.9,108.9 370.2,112.2 374.5,105.8 378.8,119.6 383.1,116.1 387.4,121.5 391.7,122.2 396.0,117.0 400.3,103.5 404.6,97.7 408.9,82.7 413.2,53.3 417.5,52.2 421.8,42.4 426.1,46.7 430.4,53.2 434.7,52.9 439.0,64.4 443.3,29.9 447.6,33.8 451.9,40.5 456.2,42.2 460.5,41.8 464.8,38.0 469.1,29.1 473.4,35.0 477.7,37.0 482.0,37.3"/><circle class="fA mean" cx="482.0" cy="22.6" r="3.5"/><text class="endlab" x="489.0" y="26.1"><tspan class="ro-n">A</tspan> +668 R</text><circle class="fB mean" cx="482.0" cy="37.3" r="3.5"/><text class="endlab" x="489.0" y="40.8"><tspan class="ro-n">B</tspan> +583 R</text></svg><table class="res"><thead><tr><th></th><th>windows</th><th>positive</th><th>stitched R</th></tr></thead><tbody><tr><td>bo_h1</td><td>100</td><td>50&#8201;%</td><td class="pos">+668.0</td></tr><tr><td>bo_h1_trend</td><td>100</td><td>48&#8201;%</td><td class="pos">+583.0</td></tr></tbody></table></div></div><section class="sec"><div class="kick">06</div><h2>Full-period R-curves — default params</h2><p class="sub">Cumulative realized&#8201;+&#8201;unrealized R from the persisted r_equity taps (curves campaign, default params — gate-effect isolation, no selection), ~2.6&#8201;M m1 points per member decimated to &#8804;1 100 min&#8211;max envelope buckets: the band is the per-bucket min&#8211;max range (drawdown spikes survive the decimation), the line its midpoint. Gross R.</p></section><div class="legend"><span><i class="sw swA"></i>bo_h1 <span class="lk">(A — breakout)</span></span><span><i class="sw swB"></i>bo_h1_trend <span class="lk">(B — gated)</span></span></div><div class="cards c2"><div class="card"><h3>GER40 <span class="tag">r_equity · full window</span></h3><svg class="chart" viewBox="0 0 560 232" width="100%" preserveAspectRatio="xMidYMid meet" role="img"><line class="grid" x1="54" y1="145.6" x2="468" y2="145.6"/><text class="tick" x="48" y="149.1" text-anchor="end">0</text><line class="grid" x1="54" y1="57.9" x2="468" y2="57.9"/><text class="tick" x="48" y="61.4" text-anchor="end">+500</text><line class="zero" x1="54" y1="145.6" x2="468" y2="145.6"/><line class="grid" x1="102.6" y1="208" x2="102.6" y2="212"/><text class="tick" x="102.6" y="224" text-anchor="middle">2019</text><line class="grid" x1="200.2" y1="208" x2="200.2" y2="212"/><text class="tick" x="200.2" y="224" text-anchor="middle">2021</text><line class="grid" x1="297.7" y1="208" x2="297.7" y2="212"/><text class="tick" x="297.7" y="224" text-anchor="middle">2023</text><line class="grid" x1="395.3" y1="208" x2="395.3" y2="212"/><text class="tick" x="395.3" y="224" text-anchor="middle">2025</text><polygon class="fA band" points="54.0,144.9 54.4,137.9 54.8,136.3 55.1,133.7 55.5,134.1 55.9,135.6 56.3,139.7 56.6,138.0 57.0,127.4 57.4,129.5 57.8,132.5 58.1,128.4 58.5,116.7 58.9,124.5 59.3,126.0 59.7,130.0 60.0,130.8 60.4,130.4 60.8,133.4 61.2,137.7 61.5,137.6 61.9,132.2 62.3,128.2 62.7,131.9 63.0,135.7 63.4,133.8 63.8,136.6 64.2,137.3 64.5,137.6 64.9,138.1 65.3,137.0 65.7,139.8 66.1,140.5 66.4,140.8 66.8,142.2 67.2,141.4 67.6,140.0 67.9,140.3 68.3,141.3 68.7,143.9 69.1,140.9 69.4,142.2 69.8,142.0 70.2,136.5 70.6,133.7 71.0,131.8 71.3,131.7 71.7,132.2 72.1,129.2 72.8,127.4 73.2,130.7 73.6,131.9 74.0,132.0 74.3,133.4 74.7,133.8 75.1,135.3 75.5,137.1 75.8,137.7 76.2,128.5 76.6,119.3 77.0,121.0 77.4,105.2 77.7,116.7 78.1,118.7 78.5,117.8 78.9,117.5 79.2,116.9 79.6,116.7 80.0,120.1 80.4,118.3 80.7,107.2 81.1,108.2 81.5,122.6 81.9,124.1 82.3,113.1 82.6,116.0 83.0,114.8 83.4,118.2 83.8,119.1 84.1,117.2 84.5,117.5 84.9,117.7 85.3,117.7 85.6,114.3 86.0,112.1 86.4,115.5 86.8,112.7 87.2,111.1 87.5,111.6 87.9,112.4 88.3,112.5 88.7,111.0 89.0,109.2 89.4,109.6 89.8,110.1 90.2,114.2 90.5,114.7 90.9,114.3 91.3,113.6 91.7,108.5 92.0,109.0 92.4,105.3 92.8,112.0 93.2,113.4 93.6,113.1 93.9,113.3 94.3,114.8 94.7,113.5 95.1,114.4 95.4,115.8 95.8,118.6 96.2,118.7 96.6,122.1 96.9,119.4 97.3,120.6 97.7,125.7 98.1,125.7 98.5,125.9 98.8,127.0 99.2,117.7 99.6,115.9 100.0,117.4 100.3,119.4 100.7,119.4 101.1,118.9 101.8,118.4 102.2,118.7 102.6,118.7 103.0,119.0 103.3,120.5 103.7,120.4 104.1,120.4 104.5,119.8 104.9,115.1 105.2,115.8 105.6,116.1 106.0,116.1 106.4,116.8 106.7,119.1 107.1,119.5 107.5,118.8 107.9,119.1 108.2,119.4 108.6,119.4 109.0,119.5 109.4,118.8 109.8,118.4 110.1,118.0 110.5,119.5 110.9,118.2 111.3,118.4 111.6,119.7 112.0,116.0 112.4,120.2 112.8,119.3 113.1,118.9 113.5,118.5 113.9,118.3 114.3,119.0 114.6,116.9 115.0,115.0 115.4,115.2 115.8,115.5 116.2,115.4 116.5,115.9 116.9,114.1 117.7,113.1 118.0,113.5 118.4,112.8 118.8,112.1 119.2,114.5 119.5,101.8 119.9,103.2 120.3,109.2 120.7,109.9 121.1,107.5 121.4,109.5 121.8,115.0 122.2,114.2 122.6,112.1 122.9,111.7 123.3,108.3 123.7,107.9 124.1,105.2 124.4,107.4 124.8,109.1 125.2,105.4 125.6,105.2 126.0,106.2 126.3,107.2 126.7,108.2 127.1,107.6 127.5,105.6 127.8,98.9 128.2,96.9 128.6,96.4 129.0,96.9 129.3,100.3 129.7,97.2 130.1,96.9 130.5,97.1 130.8,96.1 131.2,96.3 131.6,91.0 132.0,95.3 132.4,96.1 132.7,97.9 133.1,105.5 133.5,104.4 133.9,93.2 134.2,86.6 134.6,103.6 135.0,104.0 135.4,97.3 135.7,94.9 136.1,88.5 136.5,78.0 136.9,77.9 137.3,88.1 137.6,91.2 138.0,90.9 138.4,90.1 138.8,90.1 139.1,67.0 139.5,63.1 139.9,69.0 140.3,73.7 140.6,76.7 141.0,76.1 141.4,76.1 141.8,74.3 142.1,74.5 142.5,70.9 142.9,71.6 143.3,77.8 143.7,80.6 144.0,79.4 144.4,77.7 144.8,79.1 145.2,82.3 145.5,85.8 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179.8,41.3 180.2,39.8 180.6,44.2 180.9,45.9 181.3,45.7 181.7,42.8 182.1,43.3 182.5,48.4 182.8,55.2 183.2,52.6 183.6,53.8 184.0,51.2 184.3,55.4 184.7,56.6 185.1,54.4 185.5,66.8 185.8,66.3 186.2,69.2 186.6,68.9 187.0,63.6 187.4,65.7 187.7,72.2 188.1,72.8 188.5,74.8 188.9,75.7 189.2,77.7 189.6,73.6 190.0,72.5 190.4,72.8 190.7,73.9 191.1,70.8 191.5,50.6 191.9,47.0 192.3,47.6 192.6,44.1 193.0,42.6 193.4,43.1 193.8,43.1 194.1,44.5 194.5,48.8 194.9,46.6 195.3,45.2 195.6,46.6 196.0,48.6 196.4,53.7 196.8,55.4 197.1,48.0 197.5,52.7 197.9,53.8 198.3,51.5 198.7,43.9 199.0,49.2 199.8,44.4 200.2,42.8 200.5,44.8 200.9,40.3 201.3,35.7 201.7,37.0 202.0,34.7 202.4,35.3 202.8,37.3 203.2,39.2 203.6,38.5 203.9,40.2 204.3,49.2 204.7,51.1 205.1,50.8 205.4,49.7 205.8,54.7 206.2,57.3 206.6,52.7 206.9,54.0 207.3,57.1 207.7,67.4 208.1,71.1 208.4,68.3 208.8,75.2 209.2,70.7 209.6,70.7 210.0,73.2 210.3,74.8 210.7,77.2 211.1,77.9 211.5,76.6 211.8,73.9 212.2,69.6 212.6,69.0 213.0,67.6 213.3,71.5 213.7,72.8 214.1,66.3 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460.8,56.4 461.2,56.2 461.6,57.5 462.0,56.6 462.3,54.8 462.7,54.6 463.1,55.5 463.5,55.9 463.9,58.5 464.2,59.1 464.6,60.0 465.0,60.1 465.4,58.2 465.7,57.4 466.1,57.6 466.5,57.1 466.9,57.4 467.2,58.5 467.6,60.4 468.0,60.7"/><circle class="fA mean" cx="468.2" cy="152.2" r="3.5"/><text class="endlab" x="475.2" y="155.7"><tspan class="ro-n">A</tspan> +328.5 R</text><circle class="fB mean" cx="468.2" cy="60.1" r="3.5"/><text class="endlab" x="475.2" y="63.6"><tspan class="ro-n">B</tspan> +1125.3 R</text></svg></div><div class="card"><h3>EURUSD <span class="tag">r_equity · full window</span></h3><svg class="chart" viewBox="0 0 560 232" width="100%" preserveAspectRatio="xMidYMid meet" role="img"><line class="grid" x1="54" y1="160.4" x2="468" y2="160.4"/><text class="tick" x="48" y="163.9" text-anchor="end">−500</text><line class="grid" x1="54" y1="94.6" x2="468" y2="94.6"/><text class="tick" x="48" y="98.1" text-anchor="end">0</text><line class="grid" x1="54" y1="28.8" x2="468" 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451.8,143.4 452.2,141.1 452.6,135.8 452.9,133.8 453.3,142.0 453.7,141.9 454.1,143.3 454.4,145.0 454.8,146.7 455.2,147.5 455.6,146.4 455.9,144.8 456.3,144.7 456.7,147.2 457.1,145.8 457.5,144.2 457.8,141.5 458.2,140.6 458.6,146.7 459.0,148.2 459.3,148.6 459.7,148.2 460.1,148.5 460.5,151.2 460.8,150.7 461.2,153.9 461.6,153.0 462.0,150.9 462.3,150.4 462.7,151.2 463.1,152.8 463.5,154.7 463.9,156.7 464.2,160.2 464.6,161.1 465.0,163.5 465.4,166.0 465.7,168.0 466.1,169.2 466.5,170.6 466.9,170.5 467.2,169.7 467.6,168.4 468.0,168.6"/><circle class="fA mean" cx="468.2" cy="172.0" r="3.5"/><text class="endlab" x="475.2" y="180.8"><tspan class="ro-n">A</tspan> −588.0 R</text><circle class="fB mean" cx="468.2" cy="169.7" r="3.5"/><text class="endlab" x="475.2" y="167.8"><tspan class="ro-n">B</tspan> −570.6 R</text></svg></div><div class="card"><h3>XAUUSD <span class="tag">r_equity · full window</span></h3><svg class="chart" viewBox="0 0 560 232" width="100%" preserveAspectRatio="xMidYMid meet" role="img"><line class="grid" x1="54" y1="144.8" x2="468" y2="144.8"/><text class="tick" x="48" y="148.3" text-anchor="end">0</text><line class="grid" x1="54" y1="80.3" x2="468" y2="80.3"/><text class="tick" x="48" y="83.8" text-anchor="end">+500</text><line class="grid" x1="54" y1="15.8" x2="468" y2="15.8"/><text class="tick" x="48" y="19.3" text-anchor="end">+1000</text><line class="zero" x1="54" y1="144.8" x2="468" y2="144.8"/><line class="grid" x1="102.6" y1="208" x2="102.6" y2="212"/><text class="tick" x="102.6" y="224" text-anchor="middle">2019</text><line class="grid" x1="200.2" y1="208" x2="200.2" y2="212"/><text class="tick" x="200.2" y="224" text-anchor="middle">2021</text><line class="grid" x1="297.7" y1="208" x2="297.7" y2="212"/><text class="tick" x="297.7" y="224" text-anchor="middle">2023</text><line class="grid" x1="395.3" y1="208" x2="395.3" y2="212"/><text class="tick" x="395.3" y="224" text-anchor="middle">2025</text><polygon class="fA band" points="54.0,144.8 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342.2,128.6 342.6,124.7 342.9,129.7 343.3,130.8 343.7,129.1 344.1,127.9 344.4,129.6 344.8,131.5 345.2,130.0 345.6,129.2 345.9,128.3 346.7,130.0 347.1,131.5 347.5,133.6 347.8,135.9 348.2,136.8 348.6,137.1 349.0,135.1 349.3,137.9 349.7,141.8 350.1,144.9 350.5,144.2 350.8,144.2 351.2,145.6 351.6,147.7 352.0,150.9 352.4,150.8 352.7,150.4 353.1,151.5 353.5,153.5 353.9,155.0 354.2,157.0 355.0,150.6 355.4,144.6 355.7,143.1 356.1,144.2 356.5,146.7 356.9,148.1 357.2,150.2 357.6,152.7 358.0,154.1 358.4,152.6 358.8,151.4 359.1,151.4 359.5,152.5 359.9,151.6 360.3,150.0 360.6,155.9 361.0,158.0 361.4,157.3 361.8,156.7 362.1,157.3 362.5,156.8 362.9,159.2 363.3,159.2 363.7,161.6 364.0,162.4 364.4,162.4 364.8,160.9 365.2,158.8 365.5,155.5 365.9,152.6 366.3,154.8 366.7,157.0 367.0,159.3 367.4,161.7 367.8,161.0 368.2,159.6 368.5,163.9 368.9,166.5 369.3,167.1 369.7,168.0 370.1,168.6 370.4,170.4 370.8,170.9 371.2,169.1 371.6,168.8 371.9,170.1 372.3,169.3 372.7,166.4 373.1,163.3 373.4,161.1 373.8,160.9 374.2,159.9 374.6,161.8 375.0,162.5 375.3,163.0 375.7,163.1 376.1,162.3 376.5,160.4 376.8,162.0 377.2,162.9 377.6,161.3 378.0,163.6 378.3,165.7 378.7,167.5 379.1,167.4 379.5,166.0 379.9,166.2 380.2,168.0 380.6,165.6 381.0,162.2 381.4,164.1 381.7,165.1 382.1,163.7 382.5,162.7 382.9,162.9 383.2,164.5 383.6,166.9 384.0,168.6 384.4,167.5 384.7,167.1 385.1,163.0 385.5,156.3 385.9,152.8 386.3,159.3 386.6,161.8 387.0,161.9 387.4,162.0 387.8,161.1 388.1,161.6 388.5,158.1 388.9,151.5 389.3,151.0 389.6,150.0 390.0,146.5 390.4,146.5 390.8,147.4 391.2,148.8 391.5,150.0 391.9,145.8 392.3,149.7 392.7,143.4 393.0,145.8 393.4,144.2 393.8,143.6 394.2,145.0 394.5,145.3 394.9,145.0 395.3,145.5 395.7,144.3 396.0,145.4 396.4,145.9 396.8,146.1 397.2,146.0 397.6,143.4 397.9,144.4 398.3,141.5 398.7,143.0 399.1,144.9 399.4,141.3 399.8,143.6 400.2,145.5 400.6,143.3 400.9,143.1 401.3,145.7 401.7,146.8 402.1,147.4 402.5,149.4 402.8,149.1 403.2,145.5 403.6,147.1 404.0,149.4 404.3,151.1 404.7,151.8 405.1,150.4 405.5,149.6 405.8,149.2 406.2,150.0 406.6,152.4 407.0,149.0 407.4,146.4 407.7,144.5 408.1,145.0 408.5,142.0 408.9,137.5 409.2,135.1 409.6,133.0 410.0,132.1 410.4,133.6 410.7,133.4 411.1,135.6 411.5,137.2 411.9,137.0 412.2,136.4 412.6,135.2 413.0,132.5 413.4,132.7 413.8,137.1 414.1,136.5 414.5,137.1 414.9,136.8 415.3,138.2 415.6,138.9 416.0,141.0 416.4,141.7 416.8,143.2 417.1,140.9 417.5,139.6 417.9,140.0 418.3,140.3 418.7,140.9 419.0,141.0 419.4,140.4 419.8,141.1 420.2,142.9 420.5,142.1 420.9,143.3 421.3,142.4 421.7,144.1 422.0,144.0 422.4,140.9 422.8,141.9 423.2,141.3 423.5,139.4 423.9,144.7 424.3,146.0 424.7,148.0 425.1,146.8 425.4,147.8 425.8,149.7 426.2,152.7 426.6,155.8 426.9,157.7 427.3,154.1 427.7,147.8 428.1,142.5 428.4,137.5 428.8,131.9 429.2,132.1 429.6,133.0 430.0,133.3 430.3,134.5 430.7,132.3 431.1,133.5 431.5,132.5 431.8,133.5 432.2,134.3 432.6,133.0 433.0,133.6 433.3,134.6 433.7,132.1 434.1,131.7 434.5,134.2 434.8,134.7 435.2,133.2 435.6,133.4 436.0,134.6 436.4,134.4 436.7,135.8 437.1,135.1 437.5,134.0 437.9,133.3 438.2,133.1 438.6,135.4 439.0,136.2 439.4,134.8 439.7,133.7 440.1,133.8 440.5,135.7 440.9,137.9 441.3,138.5 441.6,137.0 442.0,137.2 442.4,137.8 442.8,135.1 443.1,132.3 443.5,132.3 443.9,132.1 444.3,132.2 444.6,133.2 445.0,133.4 445.4,131.3 445.8,130.3 446.2,130.4 446.5,130.5 446.9,128.8 447.3,126.0 447.7,122.4 448.0,119.7 448.4,114.6 448.8,117.9 449.2,119.1 449.5,119.3 449.9,120.7 450.3,116.1 450.7,115.9 451.0,116.6 451.4,117.4 451.8,118.0 452.2,118.1 452.6,118.2 452.9,118.5 453.3,119.4 453.7,118.0 454.1,115.7 454.4,113.1 454.8,107.9 455.2,110.1 455.6,112.0 455.9,112.3 456.3,111.5 456.7,111.7 457.1,111.0 457.5,111.8 457.8,109.9 458.2,110.5 458.6,115.4 459.0,115.1 459.3,114.6 459.7,112.8 460.1,112.5 460.5,113.5 460.8,110.2 461.2,108.1 461.6,112.3 462.0,114.6 462.3,113.2 462.7,115.8 463.1,118.1 463.5,117.7 463.9,116.4 464.2,117.7 464.6,119.7 465.0,120.3 465.4,118.6 465.7,117.9 466.1,116.8 466.5,117.5 466.9,118.2 467.2,117.6 467.6,116.8 468.0,117.9"/><circle class="fA mean" cx="468.2" cy="32.3" r="3.5"/><text class="endlab" x="475.2" y="35.8"><tspan class="ro-n">A</tspan> +871.8 R</text><circle class="fB mean" cx="468.2" cy="118.5" r="3.5"/><text class="endlab" x="475.2" y="122.0"><tspan class="ro-n">B</tspan> +203.7 R</text></svg></div></div><section class="sec"><div class="kick">07</div><h2>Artifacts &amp; reproduce</h2><p class="sub">Everything on this page is derived from the runs/ registry; every artifact is content-addressed. Same documents, same seed &#8594; same numbers.</p></section><div class="term"><div class="bar"><span class="dots"><i></i><i></i><i></i></span>aura-quadriga — reproduce</div><pre><span class="p">$</span> <span class="cmd">aura campaign run research/campaign-arc1.json</span> <span class="dim"># screen &#8594; 490d14df&#8230;</span>
<span class="p">$</span> <span class="cmd">aura campaign run research/campaign-arc1-curves.json</span> <span class="dim"># curves &#8594; da886931&#8230;</span>
<span class="p">$</span> <span class="cmd">aura runs families</span> <span class="dim"># registry index</span>
<span class="p">$</span> <span class="cmd">aura reproduce 490d14df-0-GER40-w0-r0-s1-0</span> <span class="dim"># any family, bit-identical</span>
<span class="p">$</span> <span class="cmd">aura chart da886931-0 --tap r_equity</span> <span class="dim"># interactive trace viewer</span></pre></div><div class="cards c3"><div class="card"><h3>Blueprints</h3><div class="cid"><b>bo_h1</b><br>82515a31bfe58ae087b4bd09eb4adb032cc2cabddd71a2761c543066bd237d3d</div><div class="cid"><b>bo_h1_trend</b><br>82d61d13bf21984068d6fd3ae9de9766fe99edb5163ea50ffb3485bfae9f56bc</div></div><div class="card"><h3>Processes</h3><div class="cid"><b>screen-wf-mc-generalize</b><br>41863fcae9300b334056c6f2a899e8c2672ecb29387d294e9a6e58f159ef51b4</div><div class="cid"><b>curves-sweep</b><br>476752f5af365c85be3e5bd6265e5503040fc691ac548c0bd42e67714110e05f</div></div><div class="card"><h3>Campaigns</h3><div class="cid"><b>arc1-breakout-trend</b><br>490d14df576a7ef2ad099bbfdd21b9840f4cd9436e499f7e541316dc646e47eb</div><div class="cid"><b>arc1-curves</b><br>da886931b0688d57a17e64a016cc004af792038454513dc7b8826763d778c685</div></div></div><p class="fnote foot">generated by site/build.py from the runs/ registry · engine 1ebb94c · project 221c408 · 2026-07-13</p></div><script>(function(){var t=document.getElementById('tip');document.addEventListener('pointerover',function(e){var m=e.target.closest&&e.target.closest('[data-tip]');if(!m){t.style.display='none';return;}t.textContent=m.getAttribute('data-tip');t.style.display='block';});document.addEventListener('pointermove',function(e){if(t.style.display!=='block')return;var x=Math.min(e.clientX+14,innerWidth-t.offsetWidth-8),y=Math.min(e.clientY+18,innerHeight-t.offsetHeight-8);t.style.left=x+'px';t.style.top=y+'px';});})();</script></body></html>
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