Paoding Creator Lab — Build a Testable Content Coach

Synthetic local partition demonstration

Complete captured output of the sample-partition helper on ten fictional posts. This is an allocation check, not proof of unseen model context, an evaluated content coach or improved content performance.

{
  "status": "CANDIDATE_SPLIT",
  "exit_code": 0,
  "manifest_sha256": "2bc03b89b411cfd05c0fd85d83f367416dfee3a95142bd207eb17a7c77194e7e",
  "submitted_files": 10,
  "independent_units": 10,
  "minimum_analysis_units": 8,
  "shortfall": 0,
  "selection_order": "latest_date",
  "analysis_groups": [
    [
      "S01"
    ],
    [
      "S02"
    ],
    [
      "S03"
    ],
    [
      "S04"
    ],
    [
      "S05"
    ],
    [
      "S06"
    ],
    [
      "S07"
    ],
    [
      "S08"
    ]
  ],
  "candidate_holdout_groups": [
    [
      "S10"
    ],
    [
      "S09"
    ]
  ],
  "samples": [
    {
      "id": "S01",
      "date": "2026-09-01",
      "seen": true,
      "sha256": "e871fd986c7464bf4039eb4d0caa4642ce15762b9623c9fd8934ed5cecc6d5df"
    },
    {
      "id": "S02",
      "date": "2026-09-02",
      "seen": true,
      "sha256": "4646f0f009a9afbb771d5fff9ac7f9f1c3c1be4625433cc012757c7802eb3d47"
    },
    {
      "id": "S03",
      "date": "2026-09-03",
      "seen": true,
      "sha256": "46187aa23aa0723bb53c3fc1bffdad3c33952708fe2151e27405967bcb17db17"
    },
    {
      "id": "S04",
      "date": "2026-09-04",
      "seen": true,
      "sha256": "daac022607c8c79fa603908b147c1bce08a42694a1758c9e1a2cd56da568fc05"
    },
    {
      "id": "S05",
      "date": "2026-09-05",
      "seen": true,
      "sha256": "a4b69b0c41e8f68da946e59ff36199f27b03f17553f652404fe58eb75f87f46c"
    },
    {
      "id": "S06",
      "date": "2026-09-06",
      "seen": true,
      "sha256": "1e745a72f6609524eafca8b66cb23d52f0c06659e41bbd41d07fb5c638a30307"
    },
    {
      "id": "S07",
      "date": "2026-09-07",
      "seen": true,
      "sha256": "b2d5590590d081a834d8b3925a09d9d54d470a076669f38d7f562ede9b449e67"
    },
    {
      "id": "S08",
      "date": "2026-09-08",
      "seen": true,
      "sha256": "d7a011275db2e073d78dc5cabfd71e20516cfbb44048197f111e18a437a94d24"
    },
    {
      "id": "S09",
      "date": "2026-09-09",
      "seen": false,
      "sha256": "1ab8558633547f3f614eb1b1fc7682115cb493dda3feb54bad5a121c0f390525"
    },
    {
      "id": "S10",
      "date": "2026-09-10",
      "seen": false,
      "sha256": "92fe4c691b160c14ff57ca2f21b8296c7b0cbec816b47adabd04acc4495fd587"
    }
  ],
  "caveat": "Allocation uses declared exposure and duplicate groups. It does not prove unseen context, semantic independence, readable screenshots or coach effectiveness."
}

Eight independent units are assigned to analysis. S10 and S09 are candidate holdouts under the declared exposure labels. Keep those bodies out of the analysis context; inspect grouping and exposure before treating the allocation as a test plan.

Experiment record awaiting reviewers

• Coach version: NOT_YET_FROZEN
• Common task: NOT_YET_SELECTED
• Baseline context: NOT_YET_ESTABLISHED
• Reviewers: NOT_YET_ASSIGNED
• Scores: NOT_REVIEWED
• Conclusion: No coach-effectiveness claim is supported by this demonstration.