docs: tighten voice-driven content skills

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Affaan Mustafa
2026-04-01 01:31:40 -07:00
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# Article Writing
Write long-form content that sounds like a real person or brand, not generic AI output.
Write long-form content that sounds like an actual person with a point of view, not an LLM smoothing itself into paste.
## When to Activate
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## Core Rules
1. Lead with the concrete thing: example, output, anecdote, number, screenshot description, or code block.
1. Lead with the concrete thing: artifact, example, output, anecdote, number, screenshot, or code.
2. Explain after the example, not before.
3. Prefer short, direct sentences over padded ones.
4. Use specific numbers when available and sourced.
5. Never invent biographical facts, company metrics, or customer evidence.
3. Keep sentences tight unless the source voice is intentionally expansive.
4. Use proof instead of adjectives.
5. Never invent facts, credibility, or customer evidence.
## Voice Capture Workflow
If the user wants a specific voice, collect one or more of:
- published articles
- newsletters
- X / LinkedIn posts
- X posts or threads
- docs or memos
- a short style guide
- launch notes
- a style guide
Then extract:
- sentence length and rhythm
- whether the voice is formal, conversational, or sharp
- favored rhetorical devices such as parentheses, lists, fragments, or questions
- tolerance for humor, opinion, and contrarian framing
- formatting habits such as headers, bullets, code blocks, and pull quotes
- whether the writing is compressed, explanatory, sharp, or formal
- how parentheses are used
- how often the writer asks questions
- whether the writer uses fragments, lists, or hard pivots
- formatting habits such as headers, bullets, code blocks, pull quotes
- what the writer clearly avoids
If no voice references are given, default to a direct, operator-style voice: concrete, practical, and low on hype.
If no voice references are given, default to a sharp operator voice: concrete, unsentimental, useful.
## Affaan / ECC Voice Reference
When matching Affaan / ECC voice, bias toward:
- direct claims over scene-setting
- high specificity
- parentheticals used for qualification or over-clarification, not comedy
- capitalization chosen situationally, not as a gimmick
- very low tolerance for fake thought-leadership cadence
- almost no bait questions
## Banned Patterns
Delete and rewrite any of these:
- generic openings like "In today's rapidly evolving landscape"
- filler transitions such as "Moreover" and "Furthermore"
- hype phrases like "game-changer", "cutting-edge", or "revolutionary"
- vague claims without evidence
- biography or credibility claims not backed by provided context
- "In today's rapidly evolving landscape"
- "game-changer", "cutting-edge", "revolutionary"
- "no fluff"
- "not X, just Y"
- "here's why this matters" as a standalone bridge
- fake vulnerability arcs
- a closing question added only to juice engagement
- forced lowercase
- corny parenthetical asides
- biography padding that does not move the argument
## Writing Process
1. Clarify the audience and purpose.
2. Build a skeletal outline with one purpose per section.
3. Start each section with evidence, example, or scene.
4. Expand only where the next sentence earns its place.
5. Remove anything that sounds templated or self-congratulatory.
2. Build a hard outline with one job per section.
3. Start sections with proof, artifact, conflict, or example.
4. Expand only where the next sentence earns space.
5. Cut anything that sounds templated, overexplained, or self-congratulatory.
## Structure Guidance
### Technical Guides
- open with what the reader gets
- use code or terminal examples in every major section
- end with concrete takeaways, not a soft summary
### Essays / Opinion Pieces
- start with tension, contradiction, or a sharp observation
- open with what the reader gets
- use code, commands, screenshots, or concrete output in major sections
- end with actionable takeaways, not a soft recap
### Essays / Opinion
- start with tension, contradiction, or a specific observation
- keep one argument thread per section
- use examples that earn the opinion
- make opinions answer to evidence
### Newsletters
- keep the first screen strong
- mix insight with updates, not diary filler
- use clear section labels and easy skim structure
- keep the first screen doing real work
- do not front-load diary filler
- use section labels only when they improve scanability
## Quality Gate
Before delivering:
- verify factual claims against provided sources
- remove filler and corporate language
- confirm the voice matches the supplied examples
- ensure every section adds new information
- check formatting for the intended platform
- factual claims are backed by provided sources
- generic AI transitions are gone
- the voice matches the supplied examples
- every section adds something new
- formatting matches the intended medium