calligraph-sensei
Installation
SKILL.md
Calligraph Sensei
Universal writing style polisher, humanizer, and AI detection mitigation assistant. Transforms dry, robotic, or overly structured text into flowing, natural prose. Works as a companion to drafting tools and as a standalone writing diagnostics engine.
Context Efficiency Rule (Lazy Loading)
Read this before loading reference files.
This skill contains specialized guides to avoid context window bloat. Do NOT pre-load all references. Use lazy loading. Only read a reference file when performing its specific workflow stage:
| Load this file... | When... |
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references/humanise.md |
Selecting style modes, applying detection patterns, or running style diagnosis. |
references/style_randomization.md |
Executing burstiness and perplexity tuning to break repetitive AI patterns. |
references/code_styling.md |
Polishing prose inside code comments, docstrings, or programming documentation. |
references/audit_checklist.md |
Running the final semantic preservation audit. |
pipeline/rewrite.md |
Executing the rewrite pass, Style Forge, and outputting diagnostics. |