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Learning Log

Audit trail of what went wrong, how we fixed the process, and which Jake/Eagle/Ripster rules changed.

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Recent blind lessons

research
16lessons
12patched
0orders used

Mistakes are kept visible so the renderer/scoring rules can improve without hindsight leakage.

Rule-delta files

audit
ripster_blind_rule_delta_2026-07-16.mdripster_blind_rule_delta_2026-07-15.mdripster_blind_rule_delta_2026-07-14.mdripster_blind_rule_delta_2026-07-13.mdripster_blind_rule_delta_2026-07-10.mdripster_blind_rule_delta_2026-07-09.md

Learning-note files

audit
ripster_blind_learning_notes_2026-08-05.mdripster_blind_learning_notes_2026-08-04.mdripster_blind_learning_notes_2026-08-03.mdripster_blind_learning_notes_2026-07-31.mdripster_blind_learning_notes_2026-07-30.mdripster_blind_learning_notes_2026-07-29.md

Cron archive index

Run narratives are archived locally; this public view shows filenames/counts only, not raw cron payloads.

Jake/Eagle cron logs

job_id=dc341758311b · saved_runs=0

Ripster cron logs

job_id=9fbcaf513b · saved_runs=0

Mistake → Fix → Rule Delta

@Jake__Wujastyk2026-07-10 23:20:08 UTC

What went wrong

Jake portrait H&S renderer: infer/crop the exact visible candle span from right-axis/last-price alignment; use source-pixel coordinate calibration for shoulder/head label baselines and right tag; do not invent trigger/invalidation lines when source only states them in caption.

Fix / next renderer rule

Review source-vs-candidate evidence before claiming RIGHT.

Rule delta

rule patch recorded

score=NOT_RIGHT_REFERENCE_LIKENESS_INSUFFICIENT · mode=DATA_BACKED_SOURCE_GUIDED_CANDIDATE_NOT_REPLICA_NEEDS_VISION · broker_or_order_tools_used=false · reports/creator-chart-learning/daily-blind-replication-2026-07-10/daily_blind_jake_eagle_2026-07-10.json

@Eagleinvestor_2026-07-10 23:20:08 UTC

What went wrong

Eagle weekly renderer: calibrate historical visible date span and shared y-axis bounds from source pixels before render; parameterize panel-height ratios and anchor teal price/RSI lines to detected source endpoints rather than using last-50-week approximations.

Fix / next renderer rule

Review source-vs-candidate evidence before claiming RIGHT.

Rule delta

rule patch recorded

score=NOT_RIGHT_REFERENCE_LIKENESS_INSUFFICIENT · mode=DATA_BACKED_SOURCE_GUIDED_CANDIDATE_NOT_REPLICA_NEEDS_VISION · broker_or_order_tools_used=false · reports/creator-chart-learning/daily-blind-replication-2026-07-10/daily_blind_jake_eagle_2026-07-10.json

@Jake__Wujastyk2026-07-09 23:19:05 UTC

What went wrong

Pending critique

Fix / next renderer rule

Review source-vs-candidate evidence before claiming RIGHT.

Rule delta

no rule delta yet

score=pending · mode=creator chart · broker_or_order_tools_used=false · reports/creator-chart-learning/daily-blind-replication-2026-07-09/daily_blind_jake_eagle_2026-07-09.json

@Eagleinvestor_2026-07-09 23:19:05 UTC

What went wrong

Pending critique

Fix / next renderer rule

Review source-vs-candidate evidence before claiming RIGHT.

Rule delta

no rule delta yet

score=pending · mode=creator chart · broker_or_order_tools_used=false · reports/creator-chart-learning/daily-blind-replication-2026-07-09/daily_blind_jake_eagle_2026-07-09.json

INTC@Jake__Wujastyk2026-07-08 23:21:27 UTC

What went wrong

INTC source is a clean TradingView/JakeWu daily price-only chart with two blue pivot/VWAP-zone lines from a 3/30 pivot and three black reaction/hold boxes. Candidate caught the general March-pivot VWAP-zone mode and status-quo-change posture, but used the wrong visual grammar: longer Dec-Jul window, extra volume and MACD panes, SMA overlays, 3/31 label, percentile-style wide blue zone, and no exact black boxes at source touch points. Reference likeness fails.

Fix / next renderer rule

Use 3/30 pivot label when source says 3/30, not 3/31.; Jake VWAP-zone posts may be price-panel-only: do not automatically add volume/MACD panes.

Rule delta

Jake pivot-VWAP-zone renderer should default to TradingView/JakeWu white price-only panel, two blue anchored-VWAP/zone lines, labeled pivot box, black retest rectangles, and source window crop before extra indicators.

score=NOT_RIGHT_REFERENCE_LIKENESS_FAILED · mode=march_pivot_vwap_zone · broker_or_order_tools_used=false · reports/creator-chart-learning/daily-blind-replication-2026-07-08/daily_blind_jake_eagle_2026-07-08.json source

ORCL@Jake__Wujastyk2026-07-08 23:21:27 UTC

What went wrong

ORCL source is a TradingView/JakeWu daily chart with price panel plus MACD panel only. It emphasizes a beige horizontal support zone around the hammer area, three black boxed touch/reclaim examples, and a MACD Curling label. Candidate captured hammer-at-support and MACD concept, but added volume and MA overlays, omitted beige band/three black boxes/MACD Curling tag, and used a generic arrow/label. Reference likeness fails despite correct mode.

Fix / next renderer rule

For Jake hammer posts, model the support as a beige horizontal zone with black touch boxes, not just one dashed line.; Preserve source two-panel layout: price + MACD; avoid adding volume when source has none.

Rule delta

Jake hammer-candle renderer should prioritize horizontal zone + prior/current touch boxes + MACD Curling label, with no volume pane unless visible.

score=NOT_RIGHT_REFERENCE_LIKENESS_FAILED · mode=hammer_candle_at_level · broker_or_order_tools_used=false · reports/creator-chart-learning/daily-blind-replication-2026-07-08/daily_blind_jake_eagle_2026-07-08.json source

PLTR@Eagleinvestor_2026-07-08 23:21:27 UTC

What went wrong

PLTR source is an Investing.com-style multi-pane chart: price with MA(200 close 0), volume, MACD, and RSI. It has a long falling trendline from the 2025 highs into July, horizontal support around the 130 area, and current price marker at the break/hold zone. Candidate captured support/bear-trap/trendline-break concept and included volume/MACD, but missed the RSI pane, Investing.com styling, exact long trendline anchors, MA200 label, and source y-axis/window layout. Reference likeness fails.

Fix / next renderer rule

Eagle renderer must support Investing.com four-pane layout: price + volume + MACD + RSI.; Trendline should be anchored from the prior major highs across the full visible window, not a short May-only approximation.

Rule delta

Eagle PLTR-style renderer should default to Investing.com-style multi-pane chart with MA200, volume, MACD, RSI, horizontal support, and long falling trendline anchored across the full visible window.

score=NOT_RIGHT_REFERENCE_LIKENESS_FAILED · mode=v_recovery_bear_trap_trendline_break_support_130 · broker_or_order_tools_used=false · reports/creator-chart-learning/daily-blind-replication-2026-07-08/daily_blind_jake_eagle_2026-07-08.json source

@Jake__Wujastyk2026-07-07 23:18:57 UTC

What went wrong

Miss: mode was partially correct (daily inverse H&S + MACD cross), but source likeness failed: wrong crop/window, neckline level, anchor labels, pane structure, axes/style.

Fix / next renderer rule

Review source-vs-candidate evidence before claiming RIGHT.

Rule delta

rule patch recorded

score=FAILED_REFERENCE_LIKENESS_GATE · mode=DATA_BACKED_SOURCE_GUIDED_CANDIDATE_NOT_REPLICA_NEEDS_VISION · broker_or_order_tools_used=false · reports/creator-chart-learning/daily-blind-replication-2026-07-07/daily_blind_jake_eagle_2026-07-07.json source

@Eagleinvestor_2026-07-07 23:18:57 UTC

What went wrong

No Eagle profile/rule patch: no fresh source-chart miss.

Fix / next renderer rule

Review source-vs-candidate evidence before claiming RIGHT.

Rule delta

no rule delta yet

score=UNSCORED_NO_NEW_CHART · mode=creator chart · broker_or_order_tools_used=false · reports/creator-chart-learning/daily-blind-replication-2026-07-07/daily_blind_jake_eagle_2026-07-07.json

@Jake__Wujastyk2026-07-06 23:19:03 UTC

What went wrong

Blind mode caught gap-fill family, but renderer must infer source timeframe: MU source is monthly sparse candle chart, not 18mo daily.

Fix / next renderer rule

Review source-vs-candidate evidence before claiming RIGHT.

Rule delta

rule patch recorded

score=NOT_RIGHT_REFERENCE_LIKENESS_FAILED · mode=DATA_BACKED_SOURCE_GUIDED_CANDIDATE_NOT_REPLICA_NEEDS_VISION · broker_or_order_tools_used=false · reports/creator-chart-learning/daily-blind-replication-2026-07-06/daily_blind_jake_eagle_2026-07-06.json source

@Jake__Wujastyk2026-07-06 23:19:03 UTC

What went wrong

For Jake crypto wedge posts, prioritize weekly timeframe and colored parallel/converging channel geometry over MA overlays.

Fix / next renderer rule

Review source-vs-candidate evidence before claiming RIGHT.

Rule delta

rule patch recorded

score=NOT_RIGHT_REFERENCE_LIKENESS_FAILED · mode=DATA_BACKED_SOURCE_GUIDED_CANDIDATE_NOT_REPLICA_NEEDS_VISION · broker_or_order_tools_used=false · reports/creator-chart-learning/daily-blind-replication-2026-07-06/daily_blind_jake_eagle_2026-07-06.json source

@Jake__Wujastyk2026-07-06 23:19:03 UTC

What went wrong

Mean-reversion posts may be Jake pivot-to-200MA studies with labeled launch pivot and historical touch boxes.

Fix / next renderer rule

Review source-vs-candidate evidence before claiming RIGHT.

Rule delta

rule patch recorded

score=NOT_RIGHT_REFERENCE_LIKENESS_FAILED · mode=DATA_BACKED_SOURCE_GUIDED_CANDIDATE_NOT_REPLICA_NEEDS_VISION · broker_or_order_tools_used=false · reports/creator-chart-learning/daily-blind-replication-2026-07-06/daily_blind_jake_eagle_2026-07-06.json source

@Jake__Wujastyk2026-07-06 23:19:03 UTC

What went wrong

Jake volume-gap posts require right-side volume-profile shelves overlapping candle field and exact shelf/gap labels.

Fix / next renderer rule

Review source-vs-candidate evidence before claiming RIGHT.

Rule delta

rule patch recorded

score=NOT_RIGHT_REFERENCE_LIKENESS_FAILED · mode=DATA_BACKED_SOURCE_GUIDED_CANDIDATE_NOT_REPLICA_NEEDS_VISION · broker_or_order_tools_used=false · reports/creator-chart-learning/daily-blind-replication-2026-07-06/daily_blind_jake_eagle_2026-07-06.json source

@Jake__Wujastyk2026-07-06 23:19:03 UTC

What went wrong

AVWAP-pinch mode must render multiple anchored VWAPs/bands from named source pivots (April 25 and 5/28 here).

Fix / next renderer rule

Review source-vs-candidate evidence before claiming RIGHT.

Rule delta

rule patch recorded

score=NOT_RIGHT_REFERENCE_LIKENESS_FAILED · mode=DATA_BACKED_SOURCE_GUIDED_CANDIDATE_NOT_REPLICA_NEEDS_VISION · broker_or_order_tools_used=false · reports/creator-chart-learning/daily-blind-replication-2026-07-06/daily_blind_jake_eagle_2026-07-06.json source

@Eagleinvestor_2026-07-06 23:19:03 UTC

What went wrong

No Eagle profile/rule patch: no fresh source-chart miss.

Fix / next renderer rule

Review source-vs-candidate evidence before claiming RIGHT.

Rule delta

no rule delta yet

score=UNSCORED_NO_NEW_CHART · mode=creator chart · broker_or_order_tools_used=false · reports/creator-chart-learning/daily-blind-replication-2026-07-06/daily_blind_jake_eagle_2026-07-06.json

@Jake__Wujastyk2026-07-03 23:21:24 UTC

What went wrong

source is clean TradingView 1D short-window gap-fill chart; candidate used RIVN OHLCV but broader window/MA clutter

Fix / next renderer rule

Review source-vs-candidate evidence before claiming RIGHT.

Rule delta

rule patch recorded

score=NOT_RIGHT_REFERENCE_LIKENESS_FAILED · mode=DATA_BACKED_CANDIDATE_NOT_REPLICA_VISION_FAILED_REFERENCE_LIKENESS · broker_or_order_tools_used=false · reports/creator-chart-learning/daily-blind-replication-2026-07-03/daily_blind_jake_eagle_2026-07-03.json source

Latest rule delta notes

ripster_blind_rule_delta_2026-07-16.md

research/creator_method_charts/ripster_500_post_dataset/ripster_blind_rule_delta_2026-07-16.md
# Ripster blind renderer delta — 2026-07-16

Add source roles: `MORNING_10MIN_PREMARKET_RAILS_CLOUD_BREAK`, `TWO_PANEL_10MIN_MTF_CHANNEL_COMPOSITE`, `EIGHT_MINUTE_CHAT_RECEIPT_CLOUD_EPISODE`, `ROTATION_TRACKER_NON_CHART`, and `DAY2_DAY3_PLAN_TABLE_NON_CHART`. The first three can be vision-classified after reveal but remain `NOT_REFERENCE_LIKE_MODE_SKETCH` until their full real-data source window and calibrated layout are recovered; the latter two must never enter chart-replica scoring.

ripster_blind_rule_delta_2026-07-15.md

research/creator_method_charts/ripster_500_post_dataset/ripster_blind_rule_delta_2026-07-15.md
# Ripster blind renderer delta — 2026-07-15

Add source roles to the routing schema: `MULTI_PANEL_RANGE_VOLUME_PROFILE_COMPOSITE` for NQ/QQQ and `PLAN_TABLE_CHAT_RECEIPT_CLOUD_EPISODE` for APP. These classes can be vision-scored for mode/levels/layout after reveal, but must remain `NOT_REFERENCE_LIKE_MODE_SKETCH` until interval/window, provider OHLCV, EMA 5/12/34/50 warmup, panel/aspect/ribbon schema, and source-vs-render critique are all captured. Chat receipt time is not a candle timestamp.

ripster_blind_rule_delta_2026-07-14.md

research/creator_method_charts/ripster_500_post_dataset/ripster_blind_rule_delta_2026-07-14.md
# Ripster blind renderer delta — 2026-07-14

Require a `source_window_recovery` gate before renderer routing even when ticker and `10m` are visible. The gate needs session date, visible-candle bounds, provider OHLCV provenance, EMA 5/12/34/50 warmup, source panel/aspect/ribbon configuration, and a stored source-vs-render vision critique. Route CELC-like portfolio rows as `NON_CHART_CONTEXT`; never force them into a cloud score. Until all gates pass, label the candidate `NOT_REFERENCE_LIKE_MODE_SKETCH` and score visual replication failed/unscored.

ripster_blind_rule_delta_2026-07-13.md

research/creator_method_charts/ripster_500_post_dataset/ripster_blind_rule_delta_2026-07-13.md
# Ripster blind renderer delta — 2026-07-13

Add a strict source classifier (`OHLCV_COMPOSITE`, `ROTATION_DASHBOARD`, `PORTFOLIO_ROW`) before renderer routing. For the SPY/QQQ composite, require recovered 10m date/time window plus source-calibrated side-by-side panel proportions, triple status ribbons, yellow range zone, upper blue-grey band, EMA 5/12/34/50 fills, trendlines and high/low labels. Do not generate or score a visual replica if the real-data window is unverified.

Latest learning notes

ripster_blind_learning_notes_2026-08-05.md

research/creator_method_charts/ripster_500_post_dataset/ripster_blind_learning_notes_2026-08-05.md
# Ripster blind learning notes — 2026-08-05

- A date-stamped chat overlay plus a `10` watermark narrows intraday context but does not by itself bind full left/right OHLCV window, session inclusion, EMA warm-up, or exact crop.
- Separate mode/level interpretation from visual replication: partial revealed scoring can be useful while the replica gate remains failed closed.
- Educational gap-fill composites require both source layout evidence and a full data window before any reconstruction can be evaluated as reference-like.

ripster_blind_learning_notes_2026-08-04.md

research/creator_method_charts/ripster_500_post_dataset/ripster_blind_learning_notes_2026-08-04.md
# Ripster blind learning notes — 2026-08-04

- Caption-frozen SPY/QQQ can bind a 10-minute, date-specific real-OHLCV reconstruction when source panels, chat times and composite identify the window.
- Data correctness is necessary but not sufficient: session shading, lower strips, exact chat-card geometry and crop/aspect are required before accepting visual reference likeness.
- Screenshot status ribbons and visible 5/12/34/50 color bands can support partial mode scoring even where the replica gate fails.

ripster_blind_learning_notes_2026-08-03.md

research/creator_method_charts/ripster_500_post_dataset/ripster_blind_learning_notes_2026-08-03.md
# Ripster blind learning notes — 2026-08-03

- Source date plus chart watermark alone does not prove a renderable visual-replica contract: the full x-window/session inclusion, indicator warmup/history and composite/panel layout must also be source-bound.
- A “1 HR MTF” annotation is confluence context, not evidence of the primary candle interval.
- Caption tickers can differ from revealed chart symbols (IWM/DIA caption vs SPY/QQQ panels); source pixels control chart identity after reveal.
- Chat timestamps, levels and clouds can refine mode/level scores while visual replication remains failed/unscored.

ripster_blind_learning_notes_2026-07-31.md

research/creator_method_charts/ripster_500_post_dataset/ripster_blind_learning_notes_2026-07-31.md
# Ripster blind learning notes — 2026-07-31

- A source date plus explicit intraday timeframe and in-image timestamps can support a transparent real-OHLCV reconstruction; absent a source-bound crop/composite match it remains **not reference-like**, not visually RIGHT.
- COIN's visible 5/12-curl/double-bottom grammar without a date, timeframe or left-axis session window remains a blocker, not permission to create a generic chart.
- Portfolio P/L tables are traceable artifacts but do not enter the chart-replication scorecard.
Audit rule

Frozen blind predictions, source media, critiques, learning notes, rule deltas, and local cron archives are preserved as research-process artifacts. They are not broker/order instructions.