Deep Analysis
Why every TradingMapClaw report is built by one engine, re-checked by a second, and judged by a council of independent models before a human ever reads it.
Research & education only. Not investment advice. · WATCHLIST_ONLY
Deep Analysis
A single model gives you one answer with no second opinion. TMC makes two independent engines derive the same numbers — and prints the disagreement instead of hiding it.
Confidently wrong, silently.
Disagreement is a feature, not a bug.
DeepSeek V4 Pro makes the opening call on the contested ticker.
A second model reviews the proposal, challenges the weak points, and revises.
The tiebreaker returns a single scenario label with a confidence score out of 100 — illustrating how the verification workflow resolves disagreement.
One model can be confidently wrong. A second engine catches it. A council decides.
No single vendor’s model bias — or outage — silently defines the whole analysis. WATCHLIST_ONLY · Research & education only. Not investment advice.
The All-Weather Run
The system runs across the full trading day and after-hours — collecting, reasoning, cross-verifying, and voting — so the verdict is ready when you are. Times follow each market session; the flagship tasks are highlighted.
Evening · Pre-market build-up
The most detailed scheduled report of the night: watchlist panorama, ticker-by-ticker deep dive, macro overview, full-list coverage, news & impact, valuation & technicals, a scoring panel, catalysts, and a data-quality check — an illustration of the workflow's report structure.
A worked example of turning a model's conviction into a numeric score — then a plain scenario label (e.g. Watch / Hold / Review) per ticker. Illustrative of the scoring workflow, not a recommendation.
Multi-engine deep analysis per ticker: Engine 1 (fundamentals + valuation + insider) → Engine 2 (technicals + cross-verify) → a co-authored Synthesis. 8 sections, ≤1,200 words, ending in a scenario label and an illustrative valuation range. A worked example of the analysis workflow. How it works ↓
A full-market screening example. Scans 8 sources and hard-filters out OTC, meme, penny, and micro-cap names. Five-factor scoring — Surge Intensity, Catalyst Backing, Supply-Chain Chokepoint, Market Blindness, Sector Alignment — sorts results into three illustrative score bands.
Night · Deep reasoning & the vote
A five-layer peel across 8 sectors — upstream (raw materials → components → equipment) and downstream (contract manufacturing → end brands). Each layer gets a bottleneck story (“who’s got who by the neck”) and a company deep-dive: moat, financials, valuation, and a scenario label. Plain language, no jargon.
Per-holding bull case vs bear case, ≤3 points each, scored X/10 — the tension made explicit.
An educational walk-through of common trade-offs — how a workflow can frame different market scenarios and outcomes side by side. Illustrative only; nothing here is a strategy recommendation.
The multi-model vote for contested outputs: R1 DeepSeek proposes → R2 GLM-5.2 reviews → R3 GPT-5.6 breaks the tie → a single scenario label with a confidence score out of 100. An illustration of the verification workflow.
Overnight · Real-time watch
Four passes — 10:30 AM, 12:00 PM, 1:30 PM, 3:00 PM ET — tracking real-time watchlist prices, news, sentiment, and a 6-factor scoring panel. Sends a data alert the moment a tracked ticker moves ±4% / ±6%.
Dawn · The wrap-up
The most comprehensive daily read: watchlist panorama, the full-list coverage (49 tickers), sentiment divergence, oversold/overbought score examples, next-session watch items, and a data-quality report — an illustration of the workflow's daily output.
Breadth metrics, the Fear & Greed index, and sector sentiment — the market-mood side of the morning brief.
TMC v2.0 · times shown per market session · For research only · WATCHLIST_ONLY
From the Workbench
Long-form write-ups live on Substack. Three recent picks:
Deep Dive
Volume anomaly + sentiment divergence, and why the council still argued about it.
Read on Substack →Architecture
How DeepSeek V4 Pro, GLM-5.2 and GPT-5.6 vote — and what happens when they split 2-1.
Read on Substack →Build Log
The honest timeline, including the three days the whole scheduler was silently down.
Read on Substack →Writing
Technical, first-person, story-driven. New posts weekly.
The fallback chains, the guardrails, and the incident that nearly blew the budget.
SubstackDesigning an adversarial quality gate so divergence surfaces instead of hiding.
MediumWhat building a production system looks like from where I sit.
The free build-notes list walks through one pipeline design decision every week.
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