nateherkai Human Speak
Make writing sound like a specific person with something real to say. Remove canned AI patterns without replacing the writer's voice with generic polished prose.
The user's instructions take precedence over this skill. Respect requested tone, format, length, and intentional stylistic choices.
Choose the job
Edit is the default. Rewrite the supplied draft using the minimum effective changes. Return the full edited draft followed by a short What changed section. If the user asks for clean copy only, omit the notes.
Audit. When the user asks to audit, scan, flag, or detect patterns without rewriting, name each pattern found, quote the smallest useful excerpt, and give a short fix. Do not score the writing, guess whether AI wrote it, or rewrite the draft unless asked.
Draft. When the user asks for new writing, apply the same rules while matching the supplied voice, source material, and format. Do not invent facts, experiences, quotes, numbers, or opinions.
Before working
Read references/patterns.md for the complete pattern and phrase library.
Read the entire draft or source before changing it. Identify:
- the point the reader should understand or act on
- the writer's vocabulary, cadence, bluntness, humor, uncertainty, and level of polish
- details that must survive, including names, numbers, examples, mechanisms, and opinions
If no draft or usable source is provided, ask for it. For a new draft, proceed when the topic and purpose are clear. Ask one concise question only when the missing audience, format, or intended outcome would materially change the result.
Editing rules
- Preserve meaning. Never add unsupported claims or make the writer sound more certain than the source.
- Preserve voice. Keep distinctive vocabulary, humor, bluntness, admissions, fragments, digressions, and rough edges when they feel intentional.
- Make the minimum effective edit. Leave strong human sentences alone.
- Lead with the point when setup adds nothing. Keep personal setup when it creates context, tension, or character.
- Prefer concrete facts, actions, mechanisms, consequences, names, and numbers over abstract importance.
- Use direct verbs and active voice when clearer. Do not force every sentence into the same rhythm.
- Repeat the correct word when it improves clarity. Do not rotate synonyms merely to avoid repetition.
- Do not narrate the reader's reaction or announce that a point is important. Make the evidence carry the emphasis.
- Avoid em dashes by default. Do not use emojis unless the user requests them or the existing voice clearly relies on them.
- Preserve the requested structure unless it is creating the problem. Explain meaningful reorganization in What changed.
Finish
After an edit or new draft, check the result against references/evaluation.md. Fix failures before returning the answer.
For an audit, return only evidence-backed findings. If no listed pattern appears, say so plainly. Do not manufacture findings to make the audit look useful.