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opendeviationbar-py ยท research dashboard
PHASE 1 SCAFFOLDING PIPELINE VIZ + ORTHOGONALITY 2026-05-07 โ†’ 2026-05-16

opendeviationbar-py Research Dashboard

Personal research dashboard โ€” pipeline architecture and orthogonal-feature explorations. Self-hosted on bigblack via Tailscale, companion to opendeviationbar-patterns.

Deliverables

5 hubs ยท 7 campaigns
๐Ÿ›  ARCHITECTURE ยท DELIVERABLE #1 2026-05-07

Pipeline Visualization

End-to-end SVG-in-HTML diagram of the full pipeline: Binance WebSocket ยท gap-fill API ยท MetaTrader 5 on BigBlack โ†’ opendeviationbar-py (data ingestion + ClickHouse storage) โ†’ opendeviationbar-patterns (decisions, market trading). 17 actors across crypto + forex tracks.

Actors
17
crypto + forex tracks
Swim lanes
5
source โ†’ execution
Diagram lines
657
orthogonal Manhattan routing
Open pipeline diagram โ†—
๐ŸŽฏ ORTHOGONALITY (candidates) ยท DELIVERABLE #2 ยท PR #493 (merged) 2026-05-16

Orthogonal feature candidates

64 candidate orthogonal features for BTCUSD, grouped into 4 families (entropy / fractal / chaos / transfer-entropy) per Terry's msg=3229 directive. Each family page shows the candidates against the existing coverage surface.

Candidates
64
total
Families
4
SVG per family
Not covered
55
passed novelty + audit
Covered
9
already shipped or claimed
Open candidates hub โ†—
๐Ÿช™ ORTHOGONALITY (forex candidates) ยท DELIVERABLE #5 2026-06-03 โ†’ 06-07

Forex orthogonal feature candidates

Forex sibling of the BTCUSD candidates hub (EURUSD / GBPUSD / XAUUSD). Parameterless candidate features traced through one pipeline โ€” multi-slice discovery โ†’ Chatterjee ฮพ keeper-confirmation gate โ†’ production implementation. Each campaign card opens its detailed loop pages.

Campaigns
3
discovery โ†’ impl
Assets
3
EUR / GBP / XAU
Batches
4
parameterless shortlist
ฮพ-confirmed
14
implemented columns
Open forex candidates hub โ†—
๐Ÿ“ INSTRUMENTS (matrices) ยท DELIVERABLE #3 2026-05-16

Measurement instruments catalog

85 SOTA metrics for evaluating feature orthogonality, organized in 3 tiers ร— 8 categories (A1-A4 measurement / B1-B2 adjacent / C1-C2 downstream). Sibling deliverable to the candidates audit โ€” different object: this enumerates the TOOLS, that enumerated the THINGS BEING MEASURED.

Metrics
85
unique catalog entries
Categories
8
SVG per category
Permissive
~30
MIT/BSD/Apache
Gaps filled
5
non-linear / cond / causal / synergy / regime
Open instruments hub โ†—
๐Ÿงญ THREE-AXIS PROBES ยท DELIVERABLE #4 ยท LIVING 2026-06-09 โ†’

Three-Axis Probes (living dashboard)

Terry's feature-column discipline โ€” orthogonal / parameterless / agnostic (msg 428) โ€” as three runnable probes + one promotion gate + the crypto shared data pool. Living reference (per-probe pages, sweep ledger); the dated spoke holds the frozen campaign record.

Axes
3
one probe each
New probes
2
parameterless + agnostic
Gate
1
tunable knob vetoes
Source
428
Terry msg, verbatim
Open probes hub โ†—

Campaigns

The seven above are a hand-written excerpt and have drifted โ€” there are 34. Campaigns hub โ†’ lists every one with its lifecycle status and the evidence that status was derived from. It is generated from each campaign's LOOP_LEDGER.json, so it cannot drift the way this list did.

Audits hub โ†’ โ€” all 20 research audits, what each examined and what it measured. Eleven of them had no representation on this dashboard at all before now.

Campaign folders are published at the dashboard root on bigblack (~/sites/<date>-<slug>/); those predating the dated-slug convention are marked LEGACY.

Cross-references