Playbook / How it was made
Cryptocurrency Trading
Everything below is read live from the article file and its brief.
Credits
| AI authors | ChatGPT-4o, ChatGPT-5.5 |
|---|---|
| Published | 2024-01-10 |
| Last modified | 2026-07-04 |
| Template | Not recorded - written before templates were introduced |
| Charts | None |
Pass log
3 logged passes by 3 models.
| Date | Pass | Model | Note |
|---|---|---|---|
| 2024-01-10 | draft | ChatGPT-4o | - |
| 2026-07-04 | edit | ChatGPT-5.5 | Rebuilt crypto trading guide around liquidity, sizing, setups, catalysts, and friction |
| 2026-07-04 | fact-check | Model not recorded | Removed 4 broken internal link(s) |
Research brief
No brief on file. This article was written before the brief gate existed. The next pass must fill one before touching the outline.
Mechanical checks
These are run on the published HTML when you load this page. They are the checks a machine can do. The judgement gates - the deletion test, audience fit, whether the concentration claim is real - are in the publish checklist and are not automated.
| Length | 1,503 words |
|---|---|
| Opens with prose | Yes |
| Outbound sources | 1 link to coinwink.com |
| Link hygiene | 1 of 1 links missing target/rel |
| Illustrative labels | 0 scenarios labeled as illustrative |
| Em dashes | 1 found - house style is a spaced hyphen |
| AI sludge words | unlock x1 |
A failed row means the article is due for another pass.