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writing-enhancement

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UpdatedJanuary 6, 2026 at 18:24

Improve writing quality, fix errors, and transform style. Use when asked to proofread, edit, improve clarity, fix grammar/typos, enhance academic writing, analyze prose quality, humanize technical content, or write essays. Triggers include "improve this writing", "fix typos", "proofread", "make this clearer", "academic style", "humanize", "write an essay", "analyze my writing".

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name	writing-enhancement
description	Improve writing quality, fix errors, and transform style. Use when asked to proofread, edit, improve clarity, fix grammar/typos, enhance academic writing, analyze prose quality, humanize technical content, or write essays. Triggers include "improve this writing", "fix typos", "proofread", "make this clearer", "academic style", "humanize", "write an essay", "analyze my writing".

Writing Enhancement

Transform and improve written content for clarity, style, and correctness.

Pattern Selection

Intent	Pattern	When to Use
General improvement	`improve_writing`	Enhance clarity, flow, style
Academic writing	`improve_academic_writing`	Scholarly tone, citations, structure
Fix errors	`fix_typos`	Spelling, grammar, punctuation
Clean formatting	`clean_text`	Fix breaks, normalize punctuation
Analyze quality	`analyze_prose`	Rate novelty, clarity, style
Pinker analysis	`analyze_prose_pinker`	Steven Pinker's clarity principles
Make approachable	`humanize`	Technical → conversational
Essay (styled)	`write_essay`	Essays in specific author styles
Essay (PG style)	`write_essay_pg`	Paul Graham essay style
Micro essay	`write_micro_essay`	Concise single-idea essays
Academic paper	`create_academic_paper`	Full LaTeX academic papers
LaTeX output	`write_latex`	LaTeX document formatting

Decision Flow

User request
    │
    ├─ "fix/correct/proofread" ──→ fix_typos
    ├─ "improve/enhance/better" ─┬─ academic context? ──→ improve_academic_writing
    │                            └─ general ──→ improve_writing
    ├─ "analyze/rate/evaluate" ──→ analyze_prose (or analyze_prose_pinker)
    ├─ "humanize/simplify" ──→ humanize
    ├─ "write essay" ─┬─ specific author? ──→ write_essay
    │                 ├─ Paul Graham? ──→ write_essay_pg
    │                 └─ short/micro? ──→ write_micro_essay
    └─ "academic paper/LaTeX" ──→ create_academic_paper or write_latex

Pattern References

See references/ for full patterns:

Output Guidelines

Preserve the author's voice unless asked to change it
For corrections: show changes or provide clean version based on preference
For analysis: provide actionable feedback, not just ratings
Match formality level to context (academic vs. blog vs. email)

Chaining Suggestions

After analyze_prose → offer improve_writing to address issues
After improve_writing → offer fix_typos for final polish
After humanize → offer analyze_prose to verify accessibility

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name	writing-enhancement
description	Improve writing quality, fix errors, and transform style. Use when asked to proofread, edit, improve clarity, fix grammar/typos, enhance academic writing, analyze prose quality, humanize technical content, or write essays. Triggers include "improve this writing", "fix typos", "proofread", "make this clearer", "academic style", "humanize", "write an essay", "analyze my writing".

Writing Enhancement

Transform and improve written content for clarity, style, and correctness.

Pattern Selection

Intent	Pattern	When to Use
General improvement	`improve_writing`	Enhance clarity, flow, style
Academic writing	`improve_academic_writing`	Scholarly tone, citations, structure
Fix errors	`fix_typos`	Spelling, grammar, punctuation
Clean formatting	`clean_text`	Fix breaks, normalize punctuation
Analyze quality	`analyze_prose`	Rate novelty, clarity, style
Pinker analysis	`analyze_prose_pinker`	Steven Pinker's clarity principles
Make approachable	`humanize`	Technical → conversational
Essay (styled)	`write_essay`	Essays in specific author styles
Essay (PG style)	`write_essay_pg`	Paul Graham essay style
Micro essay	`write_micro_essay`	Concise single-idea essays
Academic paper	`create_academic_paper`	Full LaTeX academic papers
LaTeX output	`write_latex`	LaTeX document formatting

Decision Flow

User request
    │
    ├─ "fix/correct/proofread" ──→ fix_typos
    ├─ "improve/enhance/better" ─┬─ academic context? ──→ improve_academic_writing
    │                            └─ general ──→ improve_writing
    ├─ "analyze/rate/evaluate" ──→ analyze_prose (or analyze_prose_pinker)
    ├─ "humanize/simplify" ──→ humanize
    ├─ "write essay" ─┬─ specific author? ──→ write_essay
    │                 ├─ Paul Graham? ──→ write_essay_pg
    │                 └─ short/micro? ──→ write_micro_essay
    └─ "academic paper/LaTeX" ──→ create_academic_paper or write_latex

Pattern References

See references/ for full patterns:

Output Guidelines

Preserve the author's voice unless asked to change it
For corrections: show changes or provide clean version based on preference
For analysis: provide actionable feedback, not just ratings
Match formality level to context (academic vs. blog vs. email)

Chaining Suggestions

After analyze_prose → offer improve_writing to address issues
After improve_writing → offer fix_typos for final polish
After humanize → offer analyze_prose to verify accessibility