rebuild-specificity
Rebuild specificity, texture, and authorial judgment in a rewrite without inventing facts. Use when text feels abstract, generic, over-smoothed, or full of empty framing.
Best use case
rebuild-specificity is best used when you need a repeatable AI agent workflow instead of a one-off prompt.
Rebuild specificity, texture, and authorial judgment in a rewrite without inventing facts. Use when text feels abstract, generic, over-smoothed, or full of empty framing.
Teams using rebuild-specificity should expect a more consistent output, faster repeated execution, less prompt rewriting.
When to use this skill
- You want a reusable workflow that can be run more than once with consistent structure.
When not to use this skill
- You only need a quick one-off answer and do not need a reusable workflow.
- You cannot install or maintain the underlying files, dependencies, or repository context.
Installation
Claude Code / Cursor / Codex
Manual Installation
- Download SKILL.md from GitHub
- Place it in
.claude/skills/rebuild-specificity/SKILL.mdinside your project - Restart your AI agent — it will auto-discover the skill
How rebuild-specificity Compares
| Feature / Agent | rebuild-specificity | Standard Approach |
|---|---|---|
| Platform Support | Not specified | Limited / Varies |
| Context Awareness | High | Baseline |
| Installation Complexity | Unknown | N/A |
Frequently Asked Questions
What does this skill do?
Rebuild specificity, texture, and authorial judgment in a rewrite without inventing facts. Use when text feels abstract, generic, over-smoothed, or full of empty framing.
Where can I find the source code?
You can find the source code on GitHub using the link provided at the top of the page.
SKILL.md Source
# Rebuild Specificity Use this skill during rewriting after diagnosis. Its job is to make the prose feel authored, not merely altered. ## When to Use Use this skill when the text shows patterns such as: - abstract claims with weak detail - generic significance statements - smooth but textureless sentence flow - empty framing before the real point - balanced but lifeless paragraph rhythm ## What To Rebuild Rebuild the writing through choices such as: - replace abstract labels with plainer, more grounded wording - cut empty framing and let the point arrive earlier - vary rhythm based on meaning, not randomness - preserve useful tension, contrast, or hesitation - let sentences carry judgment instead of decorative transitions ## Rules - do not add new facts, examples, data, or anecdotes - do not fake personal experience - do not inject random slang, filler, or forced "imperfections" - do not make the text noisier just to avoid smoothness - make the prose more specific only through wording, emphasis, and information order ## Prompt Pattern ```text Rewrite this passage so it feels more authored and grounded. Reduce abstraction, cut empty framing, and rebuild specificity through wording, rhythm, and information order. Do not invent facts or personal experience. ```
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