Install
$ agentstack add skill-cdeistopened-content-os-human-writing ✓ scanned · ✓ verified, works with Claude Code, Cursor, and more.
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Reliability & compatibility
Declared compatibility
Compatibility is declared by the source manifest. End-to-end runtime verification is coming, see below.
We're building live execution health for every listing: tool-call success rate, median latency, uptime, and last-checked timestamps, measured, not self-reported. It isn't live yet, so we don't show numbers we can't stand behind.
How agent discovery & health will work →About
Human Writing
Transform AI-assisted drafts into authentic, distinctive prose that sounds like a real person wrote it.
Core Principle
Rewrite, don't patch. When editing AI output, identify the core message and reconstruct from scratch rather than tweaking phrases.
The #1 AI Tell
The Correlative Construction: "X isn't just Y - it's Z"
This is the default structure AI produces. Every AI sample uses it. Eliminate it completely.
- Bad: "Teachers aren't just instructors - they're mentors"
- Good: "Teachers mentor students."
Forbidden Patterns
Constructions
- "It's not about X, it's about Y"
- "The truth is..." / "The reality is..."
- "Now more than ever..."
Rhetorical Flourishes
- "The best part? ..."
- "Here's the thing..."
- "Let's be honest..."
- "What if I told you..."
Faux-Dramatic Fragments
- "No fluff. No filler. Just results."
- "Simple. Clear. Effective."
Openers
- "In the ever-evolving world of..."
- "In today's fast-paced..."
- "Gone are the days when..."
Formatting
- No boldface for emphasis in body text
- No emojis unless explicitly requested
- No "In conclusion" or "In summary"
- Use hyphens with spaces - like this - not em dashes
Quick Scan Checklist
Before publishing, check for:
- [ ] Correlative constructions ("not just X, but Y")
- [ ] "Just" appearing more than once
- [ ] Hedge words (might, could, perhaps, possibly)
- [ ] Passive voice
- [ ] Vague claims without specifics
- [ ] Forbidden rhetorical flourishes
Charlie's Signature Moves
- Aphoristic Opening - Thesis as proverb
- Personal-to-Universal Bridge - Start specific, expand, return with meaning
- Intellectual Name-Drop (Earned) - Reference thinkers only when relevant
- Contrarian Hook - Challenge received wisdom without edgelording
- Incarnational Detail - Specific, sensory, grounding
- Self-Deprecating Confession - Prevents preachiness, builds trust
Target Tone
A coach who has done the thing and believes you can too. A friend who tells you the truth because he respects you. A fellow traveler, slightly ahead on the path.
Extended References
For complete documentation, see:
references/forbidden-patterns.md- Full list of AI tellsreferences/sticky-sentences.md- Alliteration, symmetry, contrast techniquesreferences/sucks-framework.md- Pre-writing checklistreferences/humanization-workflow.md- Step-by-step editing process
Source & license
This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.
- Author: cdeistopened
- Source: cdeistopened/content-os
- License: MIT
Install and usage instructions live in the source repository linked above.
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Versions
- v0.1.0 Imported from the upstream source.