Use for full-manuscript prose and narrative craft on an Administrative Science Quarterly (ASQ) manuscript — voice, structure, and the storytelling ASQ is known for. Polishes the writing; it does not change the theory or analysis.
SkillScore100Maintained
Automatic
◆Writing & Editing pack
Last verified 8/15/2026
What it changes
Passed 22 of 22 test cases with the skill, and 17 of 22 without it.
Without skill77%
With skill100%
Checks it passed that the model alone missed
Sets the value of 【Next step】 to 'asq-submission'
Includes the 【Voice】 field classifying style as process or variance
Includes the structured output field 【Voice】 in the evaluation summary
and 7 more in the full report
5 fixed17 passed either way0 still failing0 broke
Pass-rate lift
+23 pp
Tokens
+14%
Agent turns
0%
Response time
-26%
Model gemini-3.6-flashMeasured 8/15/2026v122 of 22 cases passed with skill
Tokens, turns and time describe resource use, not a dollar price.
See it in action
One of 5 test cases the skill fixed. Same model, same prompt, with and without the skill.
1 of 5
Prompt
Perform a prose style audit on my qualitative manuscript draft about hospital routines and provide the standard diagnostic summary output.
What was checked, without and with the skill
Checked
Without skill
With skill
Sets the value of 【Next step】 to 'asq-submission'
Missed
Passed
case-18 · gemini-3.6-flash · 8/15/2026 · answers are capped and redacted
What's inside
The instructions your model reads when the skill loads.
SKILL.md70 linessingle file
Writing Style & Craft (asq-writing-style)
When to trigger
The theory and analysis are settled; the prose needs to reach ASQ's craft bar
The manuscript is technically correct but flat, jargon-heavy, or hard to follow
A process study is written in dead "variance-speak"
Reviewers/editors praise the idea but call the writing "dense" or "unclear"
ASQ's craft bar
ASQ is known for superb writing — long-form articles with a strong narrative arc. The best ASQ papers read as compelling intellectual stories, not as lab reports; Weick's (1993, ASQ) Mann Gulch paper is the canonical example of analysis carried by narrative. The journal's guidelines treat the compelling presentation of supporting evidence as one dimension of a submission's quality (verify at journals.sagepub.com/author-instructions/asq), and current editorial communications emphasize curation — selecting and shaping papers that will endure. Craft is a real evaluation criterion here, not a courtesy.
The narrative arc
Open with the puzzle. The first page should make a smart reader curious and slightly uncomfortable — the anomaly, not a literature catalog.
Build tension, then resolution. The paper is an argument that travels from puzzle → why existing theory fails → your insight → evidence → reframing.
Foreground theory throughout. The theoretical thread is visible in every section, not just intro and discussion.
Earn the surprise. Set up the prior carefully so the reader feels the reversal when it comes.
Close on generativity. End by opening new questions, not by restating findings.
Prose discipline
Plain, precise English. Prefer concrete verbs and clear subjects; cut nominalizations ("the operationalization of the conceptualization…").
Define jargon once, then use it consistently. Do not stack neologisms.
One idea per paragraph, with a topic sentence that carries the argument.
Active voice where it aids clarity, especially in qualitative work where the researcher's role matters.
Signpost transitions so the reader always knows where they are in the argument.
Process vs. variance voice
For process theory, write in process language: events, sequences, becoming, unfolding, feedback. Do not flatten a process into "factor A raised outcome B."
For variance theory, be precise about relationships, conditions, and magnitudes — but still narrate why.
Qualitative-specific craft
Weave informant voice into the analysis; quotes should advance the argument.
Show the field — enough thick description to make the setting vivid and the inference credible — without drowning the theory.
Maintain analytic distance: vivid but not journalistic; interpretive but disciplined.