Rank the most likely topic sentence in every paragraph using position, repeated vocabulary, sentence scope, and transition cues. The finder explains why a candidate scored well and also shows the runner-up when available. It is designed for revision and outlining: the highest-scoring sentence may reveal the paragraph’s controlling idea, or show that the paragraph needs a clearer one.
The output ranks candidate sentences for each paragraph and gives a transparent confidence estimate based on textual features.
A topic sentence may be implied, delayed, or split across two sentences. The ranking is evidence for review, not a definitive rhetorical classification.
Input: Remote work changes how teams share informal knowledge. Employees no longer overhear quick explanations at a nearby desk. As a result, teams often document decisions more carefully. Clear written records can improve onboarding for new colleagues.
Expected check: The report identifies and organizes the relevant patterns in this sample, with sentence or component details that can be verified against the input.
Processing occurs locally in the browser with deterministic JavaScript rules. Sentence boundaries, word forms, cue phrases, and labeled fields are analyzed without an external API.
Heuristics cannot fully interpret syntax, meaning, disciplinary conventions, or source credibility. Treat the report as a revision checklist, not a definitive evaluation.
It uses transparent rule-based text patterns, so it is useful for screening and revision but cannot replace contextual reading or full linguistic analysis.
No. The analysis runs in your browser, although files you later save or share are outside the tool’s control.
You can use the report to revise or organize your own work, but verify every classification and follow your institution’s authorship and citation rules.
Abbreviations, unusual punctuation, discipline-specific terms, implied relationships, and syntactic ambiguity can all affect heuristic analysis.
Return to the original passage, inspect each flagged item in context, and make only changes that improve accuracy, clarity, or argumentative structure.
| Field | Meaning |
|---|---|
| Findings | Patterns detected by the tool’s documented rules |
| Context | Sentence or component used for manual verification |
| Export | Structured data for later review |
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