Copy Editing
Edit, review, and improve existing marketing copy.
$skillfish add ~skills/copy-editing Real Conversations
See how the Copy Editing skill responds to actual requests. These are representative examples of what your AI agent will produce.
Our new landing page for Nucleus PM is going live tomorrow and I need a quick copy edit. Here's the above-the-fold section:
'Are you an engineering manager who is looking for a better way to manage your teams sprints? Nucleus PM offers a comprehensive suite of project management features that helps engineering teams to become more productive and ship faster than ever before. Try it today!'
Edited version:
Spend less time planning sprints. More time shipping. Nucleus PM is built for engineering teams — AI estimation, 15-minute setup, and sprint boards your team will actually use. [Start free trial — no credit card]
Changes and why:
"Are you an engineering manager who is looking for..." → Cut entirely. Opening with a question that states the obvious wastes the headline. Lead with the benefit instead.
"comprehensive suite of project management features" → Replace with specifics. "AI estimation, 15-minute setup" is concrete; "comprehensive suite" is not.
"helps engineering teams to become more productive" → "More productive" is noise. Every SaaS tool claims this. Specifics (sprint boards your team will actually use) create a mental image.
"ship faster than ever before" → Cut "than ever before" — it's filler that weakens the line.
"Try it today!" → Replace with a CTA that removes friction. "No credit card" is a proven conversion driver.
Grammar fixes:
- "teams sprints" → "team's sprints" (missing apostrophe)
- "helps...to become" → "helps...become" (unnecessary infinitive)
Want me to review the full page?
Get Started
How to install and use this skill in your preferred environment.
Skills are designed for AI coding agents (Claude Code, Cursor, Windsurf) and IDE-based workflows where the agent can read files, run scripts, and act on your codebase. Web-based AI can use the knowledge and frameworks, but won't have tool access.
Models & Context
Which AI models and context windows work best with this skill.
Recommended Models
Larger models produce more detailed, production-ready outputs.
Context Window
This skill's SKILL.md is typically 3–10 KB — fits in any modern context window.
All current frontier models (Claude, GPT, Gemini) support 100K+ context. Use the full window for complex multi-service work.
Pro tips for best results
Be specific
Include numbers — users, budget, RPS — so the skill can size the architecture.
Share constraints
Compliance needs, team size, and existing stack all improve the output.
Iterate
Start with a high-level design, then ask follow-ups for IaC, cost analysis, or security review.
Combine skills
Pair with companion skills below for end-to-end coverage.
Ready to try Copy Editing?
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$skillfish add ~skills/copy-editing