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# Writing Strategy
Use this file when the user is not just asking for cleaner English, but for better scientific writing logic. This is the layer that should govern all paragraph- and section-level rewriting.
## Core stance
Academic polishing is not only about style. It is also about making the reasoning legible. A polished paragraph that still performs the wrong rhetorical job is a failed edit.
## Hourglass structure
Most strong research writing follows a `broad -> narrow -> broad` pattern:
- `Introduction`: open the territory, narrow to the gap, then state the study
- `Discussion/Conclusion`: start from the specific findings, then widen to implications and limits
Use this pattern when deciding paragraph order and section scope. If a draft jumps between background, results, and implications without control, rebuild the progression first.
## Writing order is not reading order
The author may draft in one order and the reader may consume in another. A useful planning sequence is:
1. results
2. introduction and conclusion
3. title
4. discussion
5. methods
6. abstract
The practical rule for this skill is simple: organize around evidence and argumentative function, not around the chronology of the raw draft.
## Claim, evidence, boundary
Every important scientific statement should have three parts:
1. `claim`: what is being said
2. `evidence`: what supports it
3. `boundary`: where the claim stops, or what uncertainty remains
Typical failures:
- claim without evidence
- data without an explicit point
- implication without a scope condition
- correlation rewritten as mechanism
When polishing, repair these failures before polishing rhythm.
## Section responsibilities
### Introduction
The Introduction should answer four questions:
1. What is already known?
2. What remains unresolved?
3. What exact question does this study ask?
4. How does the study address it?
Do not summarize results or conclusions here.
### Results
Results state what was observed. They should provide:
- object or system
- condition
- quantitative support
- direct result
Do not turn Results into a Discussion section by adding long mechanistic interpretation.
### Discussion
Discussion explains what the findings mean. It should address:
- how the work fits the broader field
- what has been added to understanding
- which earlier work is being supported, revised, or complicated
- which explanations are plausible
- which limitations constrain the interpretation
Discussion is the natural home for hedging.
### Methods
Methods should pass a reproducibility test: could another group repeat the work from this description, or from this description plus a clearly cited prior protocol?
Reject vague writing such as:
- `under standard conditions`
- `using routine methods`
- `data were analysed statistically`
### Conclusion
Conclusion is not a mini-discussion. A strong closing usually does three things:
1. restates the central contribution
2. identifies the decisive evidence
3. states the implication with a boundary
Do not introduce new data here.
### Abstract
The abstract is a mini-paper:
1. context or problem
2. gap
3. approach
4. key result
5. implication
It should help the reader decide whether the paper is relevant, credible, and potentially important.
## Citation as positioning
Citation is not just a formatting issue. It tells the reader how the current work stands relative to earlier work.
Useful categories:
- `support`: prior work supports the premise
- `borrow`: current work adopts a method, framework, or protocol
- `contrast`: current work differs in result, setting, or interpretation
- `reuse/adaptation`: material, data, code, or images come from elsewhere
Always cite the source actually read and verified. Do not cite a paper as direct support if you only know it through another paper's summary.
## Fairness to earlier work
Do not manufacture novelty by flattening previous studies into a weak baseline. Prefer language like:
- `Although previous studies showed ..., their performance in ... remains unclear.`
- `Earlier work established ..., but did not address ...`
This preserves intellectual honesty while still making the gap explicit.
## Overclaim control
Watch for:
- `prove`
- `conclusively`
- `unprecedented`
- `best`
- unqualified `first`
Replace or qualify them unless the evidence is unusually strong and the scope is tightly defined.