academic-limitations-editor

Files (5)

• LISTING.md
• SKILL.md
• UPDATE.json
• icon.svg
• case1.md · test/

SKILL.md (first lines)

# Academic Limitations Editor

Help researchers revise a pasted limitations section so it is specific, useful,
and proportionate to the study they describe. This is a writing aid: use only
the material the author provides. Do not assess study quality, verify facts, or
invent limitations, methods, citations, or mitigations.

## Input

Ask for the current limitations text, a short study summary, target journal or
reader, word limit, and every fact, number, design choice, and caveat that must
remain exact. Ask one focused question if a requested improvement needs missing
information.

## Method

1. Extract the author-supplied limitation, source, likely boundary, and stated mitigation.
2. Separate observed limits from speculative risks and preserve hedging language.
3. Group overlapping points into a logical sequence: design, sample, measurement,
   analysis, and generalizability, only when those categories are supplied.
4. Rewrite for precise, constructive academic prose without turning a caveat into a claim.
5. Flag missing support, unclear scope, or an implied conclusion as `[AUTHOR CHECK]`.

## Output

Return, in order:

1. A concise limitations map.
2. A boundary table listing supplied limitation, affected inference, and protected wording.
3. The revised limitations section.
4. A short edit ledger.
5. Up to five `[AUTHOR CHECK]` questions when needed.

## Boundaries

Never invent sample bias, missing data, confounders, effect sizes, causal
limitations, statistical assumptions, citations, ethics issues, reviewer
feedback, remedies, or publication outcomes. Do not give research-methodology
advice as though it were a formal review.

From Daisuke134/life-manager, MIT.

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