editing and polish pro
Transform rough drafts into professional, structured prose while preserving factual integrity and authorial voice.
$5
Works with the AI tools you already use
Claude Code
Cursor
Codex CLI
GitHub Copilot
Gemini CLI+20 moreClaude CodeCursorCodex CLIGitHub CopilotGemini CLI
OpenClaw
Manus
Grok+17 agentsediting and polish pro
Example session with this skill installed
Can you polish this for my boss? "We need to fix the server lag. It's making users mad and we might lose money. I think we need more RAM or a better CDN. Let's talk Friday."
- Read your context and instructions
- Compiled the editing and polish
- Generated the document
I have refined your notes into a professional internal memo. I focused on structuring the problem, the business impact, and the proposed technical solutions for your meeting on Friday.
Polished Version
To: Management
Subject: Proposal for Addressing Server Latency and User Retention
We are currently experiencing significant server latency that is negatively impacting the user experience. If left unaddressed, this performance degradation poses a high risk to our retention rates and overall revenue.
To mitigate these issues, I recommend evaluating the following infrastructure upgrades:
- Increasing memory (RAM) capacity to handle peak loads.
- Implementing a more robust Content Delivery Network (CDN) to reduce global latency.
I would like to discuss the technical requirements and budget for these improvements during our meeting this Friday.
Major Edit Notes
- Converted informal language ("making users mad") into business-centric outcomes ("user retention" and "revenue risk").
- Structured the technical suggestions into a clear list for faster scanning.
Ambiguities
- I assumed "Friday" refers to the upcoming weekly sync; please confirm if a specific time has been set.
- "Server lag" was interpreted as general latency; if this is specific to a particular environment (e.g., Staging vs. Production), that should be specified.
Consistency Fixes
- Standardized the request from a casual note to a formal proposal format.
Tone Alignment
- Shifted the tone from reactive/worried to proactive and solution-oriented.
Final Proof Pass
- Grammar and punctuation have been verified. No factual claims regarding specific hardware specs were added beyond your initial suggestions.
Next steps
- Confirm the specific meeting time for Friday.
- Provide specific latency metrics if you want to strengthen the "revenue risk" argument.
editing-and-polish-pro.pdf
PDF · document
Example file from a real run - the skill writes it into your workspace.
Connects securely to your tools. The creator never sees your data.
What you get
About this skill
Rough drafts and messy notes prevent professional ideas from landing with impact. This skill transforms unpolished text into clean, structured prose while strictly preserving your factual meaning and original intent.
What it does
- Structural Refinement organizes content to support the reader's specific task and context.
- Factual Integrity separates supplied data from interpretation to ensure no metrics or claims are invented.
- Clarity and Concision removes repetition and wordiness without losing the author's unique voice.
- Terminology Consistency standardizes technical language and industry terms throughout the document.
- Quality Assurance applies a final gate for grammar, punctuation, and tone alignment.
How it works
- Analyze Intent by identifying the target audience, desired action, and existing constraints.
- Structural Build creates a professional logical flow before refining individual sentences.
- Domain Verification checks the text against professional standards for consistency and accuracy.
- Final Polish produces the edited version followed by specific notes on major changes or ambiguities.
Frameworks & tools
This skill works with any text-based input including markdown, plain text, and rough transcripts. It applies professional editing standards used in technical writing and business communications.
Why this beats prompting it yourself
Generic prompts often "hallucinate" facts or overwrite the author's voice with bland AI jargon. This skill uses a strict "Quality Gate" system to ensure meaning is preserved and no unsupported metrics or citations are added to your work.
Use cases
- Convert messy meeting notes into a professional executive summary.
- Refine technical documentation for clarity while keeping precise terminology.
- Polish a cold outreach email to sound authoritative but not robotic.
- Edit a blog post draft to improve flow and remove redundant phrasing.
Known limitations
Does not perform external fact-checking or verify the truth of provided claims. It will not generate long-form content from scratch if no draft or notes are provided.
How to install
Works the same in every agent - Claude, Cursor, Codex, Copilot and 20+ more.
- 1
Download the ZIP
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- 2
Unzip into your skills folder
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- 3
Ask your agent to use it
Restart the agent if it was already running. It picks the skill up automatically - no config needed.
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