deslopify

Category: Development & Coding | Uploader: shreyas-makes | Downloads: 0 | Version: v1.0（Latest）

Rewrite AI-sounding prose into natural human copy while preserving Markdown structure and factual content. Use when asked to deslopify drafts, remove formulaic AI phrasing, and keep links/code/quotes/numbers intact.

Changelog: Source: GitHub https://github.com/shreyas-makes/deslopify

Directory Structure

Current level: skills/deslopify/

📁 __pycache__/
- 📄 __init__.cpython-314.pyc 222 B
- 📄 cli.cpython-314.pyc 13.6 KB
- 📄 core.cpython-314.pyc 28.1 KB
📁 references/
- 📄 ai_tells.wikitext 131.3 KB
- 📄 ai_tells_fallback.txt 654 B
- 📄 pattern-catalog.md 4.2 KB
- 📄 patterns.json 5.3 KB
- 📄 rewrite-protocol.md 1.5 KB
- 📄 voice-mode.md 1.5 KB
📁 scripts/
- 📄 check_rewrite.py 235 B
- 📄 evaluate_rewrites.py 234 B
- 📄 fetch_wikipedia_ai_tells.py 2.5 KB
- 📄 lint_ai_tells.py 234 B
📁 tests/
- 📁 fixtures/
  - 📁 input/
    
    📄 essay-draft.md 260 B
    
    📄 false-positive-protected.md 223 B
    
    📄 long-brief.md 529 B
    
    📄 marketing-note.md 200 B
    
    📄 nested-notes.md 238 B
    
    📄 protected-spans.md 385 B
    
    📄 table-rollout.md 311 B
    
    📄 team-update.md 227 B
    
    📄 technical-memo.md 499 B
  - 📁 output/
    
    📄 essay-draft.md 239 B
    
    📄 false-positive-protected.md 223 B
    
    📄 long-brief.md 433 B
    
    📄 marketing-note.md 166 B
    
    📄 nested-notes.md 201 B
    
    📄 protected-spans.md 373 B
    
    📄 table-rollout.md 298 B
    
    📄 team-update.md 176 B
    
    📄 technical-memo.md 441 B
📄 .DS_Store 6.0 KB
📄 __init__.py 49 B
📄 cli.py 8.7 KB
📄 core.py 20.5 KB
📄 SKILL.md 2.5 KB

SKILL.md

---
name: deslopify
description: Rewrite AI-sounding prose into natural human copy while preserving Markdown structure and factual content. Use when asked to deslopify drafts, remove formulaic AI phrasing, and keep links/code/quotes/numbers intact.
---

# Deslopify

## When To Use

Use this skill when text reads synthetic, repetitive, or assistant-like and the user wants cleaner, more human prose without changing facts or structure.

## Do Not Use

- Do not use for factual editing, research, or argument expansion.
- Do not use when the user wants strict copyediting only (grammar/spelling only).
- Do not use when the user asks for a different tone and explicitly permits structure changes.

## Core Rules

- Preserve structure: headings, lists, tables, links, blockquotes, and section order.
- Preserve protected spans exactly: fenced code blocks, inline code, URLs, markdown link text, direct quotes, numbers, citations, and footnotes.
- Preserve meaning and claims. Never invent facts.
- Default output is final revised text only.
- Provide diagnostics only if requested.
- If the user specifies a preset, use one of: `technical`, `marketing`, `essay`, `team-update`.

## Workflow

### 1. Refresh reference cache

Run the fetch script at the start of the task:

```bash
python3 scripts/fetch_wikipedia_ai_tells.py
```

The script attempts live retrieval first, then cached data, then local fallback.

### 2. Run rewrite protocol

Follow `references/rewrite-protocol.md` step-by-step.

### 3. Apply pattern catalog

Use `references/pattern-catalog.md` as the full taxonomy of rewrite targets.

### 4. Apply voice policy

Use `references/voice-mode.md` for voice-forward edits that still preserve intent and tone fit.

If the user names a preset, apply that preset's guardrails explicitly.

### 5. Optional lint/eval

Use these checks when needed:

```bash
python3 scripts/lint_ai_tells.py <draft.md>
python3 scripts/evaluate_rewrites.py tests/fixtures
```

## Pattern Source Strategy

- Primary rules: `references/patterns.json` and `references/pattern-catalog.md`.
- Update signal: `references/ai_tells.wikitext` (fetched/cached).
- If sources conflict, keep curated local rules as canonical for linting and evaluation.

## Output Contract

Return only the final rewritten content unless the user asks for diagnostics, rationale, or a draft/audit breakdown.

## Prompt Examples

- `deslopify this memo with the technical preset`
- `deslopify this launch note with the marketing preset`
- `deslopify this essay draft and include diagnostics`

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Directory Structure

SKILL.md

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