Use by default for any user-facing writing, including answers to users, emails, documents, formal correspondence, reports, proposals, landing-page copy, social posts, essays, commentary, explanations, summaries, product copy, internal updates, and other prose intended to be read by people. Apply it whenever the output contains human-readable text, unless another skill explicitly owns the writing style or the output is purely code, structured data, or a command. Supports Chinese and English.
Use by default for any user-facing writing, including answers to users, emails, documents, formal correspondence, reports, proposals, landing-page copy, social posts, essays, commentary, explanations, summaries, product copy, internal updates, and other prose intended to be read by people. Apply it whenever the output contains human-readable text, unless another skill explicitly owns the writing style or the output is purely code, structured data, or a command. Supports Chinese and English.
Human Writing
Overview
Treat this as the default prose skill for anything a person will read, including every user-facing answer and any formal or informal document.
Use it for both rewrite and generate tasks. Aim for writing that sounds like someone meant it, not like a model averaged it.
Apply it by default when the output contains prose intended for a person. Do not force it onto purely technical output such as source code, JSON, SQL, shell commands, or other structured data. If another skill explicitly owns the output's domain structure or style, let that skill drive the content plan and use this skill to shape the final prose.
This file only defines the process. The actual rules live in the reference files, and each workflow step names the file to read at that stage. Read the file at that step and follow it. Do not substitute a remembered summary for the file's content.
Workflow
Route the task.
Read references/mode-selection-and-language-rules.md.
Decide rewrite or generate, identify the audience and what the text must do, settle language handling, and pick grounded or voiced. The same file then gives the working rules for the mode and style you picked.
Draft or rewrite.
Read references/human-writing-principles.md and write under all of its principles. They cover specificity, anchoring actions and objects, zero shared reader context, abstract adjectives and adverbs, argument structure, vocabulary, rhythm, tone, and punctuation.
Calibrate against examples.
While drafting or rewriting, consult references/human-writing-examples.md to see what each principle looks like when applied to real sentences, including cases where a first rewrite is still not concrete enough. The scenarios in the examples are only sentence content, not a limit on when this skill applies.
Run a cleanup pass.
Read references/ai-writing-patterns.md and remove every artifact it lists from the draft, keeping the meaning, facts, and intent intact.
Final check.
Read references/final-checklist.md and run every item against the finished text. Fix whatever fails, then run it again until everything passes.
