# 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.

- Skill: `internscience/rebuild-specificity` (Agent Skill)
- Install (CLI): `npx skillmds@latest add internscience/rebuild-specificity`
- Raw SKILL.md: https://api.skillmd.com/api/skills/internscience/rebuild-specificity/raw
- Safety review: pending
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Coding & Dev Tools
- Author: internscience (https://skillmd.com/u/internscience)
- Updated: 2026-09-17
- Page: https://skillmd.com/skills/internscience/rebuild-specificity

---


# 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.
```