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Get Started Free →brycewang-stanford/cell-framing
Use to lock the single narrative arc before drafting — converts a set of correct results into one Cell-shaped story that runs hypothesis → mechanism → significance, not a list of experiments.
Passed 20 of 22 test cases with the skill, and 9 of 22 without it.
and 13 more in the full report
11 fixed9 passed either way2 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 11 test cases the skill fixed. Same model, same prompt, with and without the skill.
We summarized our paper on histone demethylase KDM6A in cardiac development as follows: 'KDM6A is an important epigenetic regulator. We found it interacts with GATA4. This regulates cardiac gene expression and heart formation.' Convert this into the mandatory single-sentence Cell story formula.
| Checked | Without skill | With skill |
|---|---|---|
| The thesis sentence follows the formula starting with 'We show that'. | Missed | Passed |
The instructions your model reads when the skill loads.
A Cell Article is a single argument with a beginning, middle, and end:
Hypothesis / question → the mechanism we uncovered → why it matters broadly.
Every figure is a chapter that advances this one arc. If a result does not serve the central story, it belongs in supplement or a different paper. Force the whole paper into one sentence:
"We show that [surprising mechanism], which explains [phenomenon] and means [broad consequence]."
If you cannot fill all three brackets without jargon, the framing is not ready — and possibly the story is not complete (cell-fit).
Cell readers expect the arc to feel airtight: each claim is set up, tested with converging evidence, and alternatives are excluded before you move on. Map your figures to the arc:
If a chapter is missing, the reviewers will ask for it — better to see the gap now.
test cases passed, vs 9 / 22 without
Published skills whose descriptions closely match this one, with their headline benchmark lift.
More skills from the same source and nearby in the registry, with their headline benchmark lift.