AI-Powered Text Compression for Precise Word Count Control

AI-Powered Text Compression for Precise Word Count Control

This AI agent skill simplifies the task of compressing text to meet specific word count requirements without sacrificing substance. It operates in two modes: target-count mode to hit a precise word count, and redundancy mode to eliminate unnecessary phrases where meanings are implied.

What this skill does

• In target-count mode, the skill removes throat-clearing statements, hedges, and weak sentences to meet specific word limitations, such as 200 words for a cold email or 6 words for a product summary.
• In redundancy mode, it identifies and cuts phrases where redundancies occur, such as "going forward" after a future-tense verb, or "as I mentioned earlier".
• Implements exercises like Kramon's "rewrite this in less than 100 words" and the six-word summary drill to enhance brevity and clarity.

Who it is for

This skill is designed for developers and teams using AI coding agents such as Claude Code, Cursor, and Codex, particularly those seeking to streamline their text moderation process.

Use cases

• Developers looking to automatically reduce text size for applications where space is a constraint.
• Teams needing to generate concise documentation or communication across varying formats, such as emails, memos, or summaries.
• Any scenario where maintaining textual substance while meeting specific word count requirements is critical.

Technical details

• Utilizes AI capabilities from Claude Code, Cursor, and Codex to execute text compression.
• Modes can be specified using --mode target-count|redundancy|both, with --target-words N to define the word count target in target-count mode.
• Incorporates knowledge sourced from points/core-rules.md, points/banned-jargon.md, and related frameworks to ensure concise text output.

Source & Licence

This package is built on open-source work published by kalyvask (kalyvask/winning-writing) and distributed under MIT. The original licence text and copyright notice are included in your download.

Personal and commercial use, modification and redistribution are permitted, provided the original copyright and licence notice are retained.

Your purchase covers curation, licence verification, packaging, documentation and instant delivery. It does not grant exclusive rights to the underlying open-source code, which remains available under its original licence.

Delivery & Support

• Delivery: instant — a secure download link is emailed to you as soon as payment is confirmed.
• Format: ZIP archive containing the skill files, documentation and the original licence.
• Support: support@mcpcart.com — we aim to reply within 2 business days.
• Updates: updates are included only where stated on this page.

Refunds

This is a digital product delivered immediately after purchase. By completing your order you request immediate delivery and acknowledge that, once the download has been accessed, the statutory right to cancel no longer applies to the extent permitted by law. Refund requests are handled in accordance with our published Refund Policy.

Claude, Codex, Gemini and Cursor are trademarks of their respective owners. MCP Cart is an independent marketplace and is not affiliated with, endorsed by, or sponsored by any of them. Compatibility references describe interoperability only.