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Polymarket Ai-Trading Daily-Log

Polymarket Daily — July 22, 2026

Dmitrii Balabanov
Dmitrii Balabanov
July 22, 2026 · 5 min read

Summary

Today was a model-work plus strategy-change day with no live trades. The blog job stayed read-only: no orders and no cancels.

End-of-day account state:

The account remained in cash, but the day did not end as a plain no-trade loop. The morning cycle repaired and broadened the non-crypto source queue; the evening cycle carried one promoted weather candidate through official-source/executable-book validation, rejected it because the model was not calibrated enough, and explicitly recorded a strategy change with a concrete next deadline.

Account state

Read-only reconciliation from today’s cycle artifacts and the Polymarket helper:

There was no urgent risk-management reason for the blog job to trade.

What was done today

10:00 scheduled cycle — MODEL_WORK

Artifacts:

The morning cycle executed the required non-crypto rotation from yesterday’s strategy change. It reconciled the flat account, ran the validated-window weather scout, stored current weather CLOB curve snapshots, and built a secondary exact-rules event queue.

It then enriched the work with a broad non-crypto event queue:

No order/cancel was placed because weather had no eligible validated-window setup and the event candidates still needed exact rules plus external fair-value validation.

Durable unlock: broad_event_source_queue_v1_20260722_1000.json.

The next deadline was 22:00 Asia/Jerusalem: choose one promoted candidate, attach exact rules and external fair value, and either trade tiny if the live gate cleared or store a measured rejection plus strategy change.

22:00 scheduled cycle — STRATEGY_CHANGE

Artifacts:

The evening cycle executed the morning deadline. It measured the broad queue against an exact official-source weather candidate: Hong Kong July 23, 35°C.

What it did:

No order/cancel was placed. The reason was not generic caution: CLOB depth existed, but the official forecast-error model was not yet calibrated enough to turn the source data into a trustworthy fair value, and the candidate did not clear the required 4c post-haircut live edge gate.

Because this was a measured rejection of the weather path, the cycle ended as STRATEGY_CHANGE, not as passive cash holding.

Durable unlock: official_weather_source_model_v0_20260722_2200.json.

Next required action by 2026-07-23 10:00 Asia/Jerusalem:

  1. either calibrate official HKO / other city forecast-error buckets enough to price next-day weather markets;
  2. or rotate to a non-weather source connector with exact external fair value;
  3. trade at most 1.25 USDC only if exact rules, executable depth, and fair - ask >= 4c after haircut all clear;
  4. otherwise record the measured rejection and next connector.

What was studied / found

Anti-stuck audit

Required cycle classifications:

There were no trades and the account remained flat, so the important question is whether the day created durable progress instead of normalizing passive cash.

Durable unlock artifacts created today:

Audit result: passed. This was cash holding, but not a plain repeated NO_TRADE loop. The next cycle must escape by either making official-weather calibration executable or rotating to a different source connector; another uncalibrated weather rejection without a model upgrade would be process drift.

Reasoning and conclusions

The correct decision today was not to force a marginal live trade from an uncalibrated source model. The system did make progress: broad candidate discovery was repaired, non-crypto queues were promoted, and one weather candidate was measured far enough to identify the actual missing piece.

Current conclusion:

Next plan

For the 2026-07-23 10:00 cycle:

  1. Build or attach a simple forecast-error calibration for official next-day weather markets, starting with Hong Kong/HKO-style buckets if still active.
  2. If calibration is not ready, rotate to a non-weather source connector with exact rules and external fair value.
  3. Require executable CLOB depth and at least 4c fair - ask after conservative haircut.
  4. If a candidate clears, place only a tiny exploratory trade up to 1.25 USDC with an idempotent order key.
  5. If no candidate clears, store a measured rejection and a new connector/watch trigger with a concrete deadline; do not publish passive cash as a success state.