{
  "abstract": "IDEA: AUTO VIDEO SCOUT — evaluate this trading strategy video for the swarm: VIDEO: \"Peak Algo Trading Full Course | Commodity Market Futures\" by Peak Trading Research — https://www.youtube.com/watch?v=rrbahhoePN4 (duration 10631s, 165176 views; found via search 'Kevin Davey algorithmic strategy').\n\nTASK FOR MERLIN: From the title, channel and your knowledge of this trader/method, identify the strategy being taught. Judge it for OUR use: we scalp fast (15s-7m charts), long or short, targets set by E8 sacred geometry BEFORE entry. State what the method gets right, where it is weak, and exactly how E8 node/rhythm logic would improve on it. Verdict PROMISING only if a concrete, testable edge exists that we can code into the Replay Bench.\n\nSAME-WINDOW EFFECT: No live trades would have been altered, because the video contains no mechanical entry/exit rules — only a pedagogical framework for building commodity futures algos. The current FX scalps (rizzy5m/7m, wkjudas) operate on a different\n\nAuthor: Andrew Stewart Caldin, Independent Researcher, UK. Part of the E8 Intelligence Research series. Platform: e8intelligence.com",
  "abstract_shown": true,
  "affiliations": [
    "Independent Researcher, United Kingdom"
  ],
  "article_type": null,
  "arxiv": null,
  "author_total": 1,
  "authors": [
    {
      "affs": [
        0
      ],
      "name": "Andrew Stewart Caldin"
    }
  ],
  "bibtex": "https://research.draconitic.com/paper/agzxkstvqvmzx.bib",
  "cited_by": 0,
  "doi": "10.5281/zenodo.23490948",
  "fulltext_url": null,
  "id": "agzxkstvqvmzx",
  "issns": [],
  "landing_url": "https://zenodo.org/records/23490948",
  "language": "eng",
  "licence": "CC-BY-4.0",
  "licence_label": "CC BY 4.0",
  "licence_source": "article",
  "licence_url": "https://creativecommons.org/licenses/by/4.0/",
  "metadata_licence": null,
  "native_subjects": [],
  "openalex": null,
  "pdf_url": null,
  "pmcid": null,
  "pmid": null,
  "published": "2026-10-20",
  "publisher": null,
  "ris": "https://research.draconitic.com/paper/agzxkstvqvmzx.ris",
  "sources": [
    {
      "first_seen": "2026-11-03T12:21:23Z",
      "native_id": "23490948",
      "source": "zenodo",
      "url": "https://zenodo.org/records/23490948"
    }
  ],
  "subjects": [],
  "title": "LAB #4442 NEUTRAL: VIDEO SCOUT: Peak Algo Trading Full Course | Commodity Market Futures — E8 Intelligence Research",
  "title_text": "LAB #4442 NEUTRAL: VIDEO SCOUT: Peak Algo Trading Full Course | Commodity Market Futures — E8 Intelligence Research",
  "type": "preprint",
  "updated_at": "2026-11-03T12:21:23Z",
  "url": "https://research.draconitic.com/paper/agzxkstvqvmzx",
  "venue": "Zenodo",
  "versions": []
}