القائمة
Rewrite AI-generated text to sound natural, specific, and human. Use when documentation, PR descriptions, commit messages, or issue comments read like they were written by a language model.
التثبيت باستخدام Codex أو Claude انسخ هذا Prompt والصقه في Codex أو Claude أو مساعد آخر ليراجع صفحة Skill ويثبّتها لك.
استنادا إلى تصنيف SOC المهني
Full WCAG 2.2 AA accessibility audit procedure. Goes beyond the reference checklist with step-by-step testing methodology, tooling, and remediation guidance.
Design a RESTful API from requirements. Use when creating a new API, adding endpoints, or restructuring an existing API. Produces endpoint specifications, schemas, and implementation guidance.
Assess system architecture, identify risks and bottlenecks, document decisions with ADRs. Covers modular monolith, microservices, event-driven, and serverless patterns.
Shift Left quality gates, feature flag pipelines, and deployment automation. Use when setting up or modifying build and deploy pipelines, or when establishing quality gates for a project.
Perform a thorough code review with structured feedback. Use when reviewing pull requests, code submissions, or when you want a quality check on your code. Covers correctness, security, performance, readability, and maintainability.
Reduce complexity while preserving exact behavior. Use when code works but is harder to read or maintain than it should be. Applies Chesterton's Fence — understand the code before simplifying it.
| name | humanize-writing |
| description | Rewrite AI-generated text to sound natural, specific, and human. Use when documentation, PR descriptions, commit messages, or issue comments read like they were written by a language model. |
Transform robotic, AI-sounding text into clear, natural prose that reads like it was written by an experienced developer.
Watch for these common AI-writing markers and eliminate them:
| ❌ Remove | ✅ Replace With |
|---|---|
| "It's important to note that…" | (just state the thing) |
| "This ensures that…" | "This prevents X" / "So that…" |
| "In order to…" | "To…" |
| "Leverage / utilize" | "Use" |
| "Robust / comprehensive / seamless" | (specific adjective or remove) |
| "In the context of…" | (remove, start with the noun) |
| "It should be noted that…" | (delete entirely) |
| "This approach allows us to…" | "This lets us…" / "We can now…" |
| "Moving forward…" | (delete or "Next,…") |
| "Please feel free to…" | "You can…" |
| "Serves as a…" | "Is a…" / "Acts as…" |
| "Plays a crucial role in…" | "Handles…" / "Does…" |
| "A wide range of…" | (be specific or "many") |
| "Facilitates the process of…" | "Helps…" / "Makes X easier" |
| "Based on the aforementioned…" | "From this…" / "So…" |
Produce the rewritten text. If the user gave a single block, return a single rewritten block. If reviewing a full document, return the complete rewritten document.
When significant changes were made, add a brief summary at the end:
### Changes Made
- Removed N filler phrases (listed)
- Switched to active voice in sections X, Y
- Replaced vague claims with specifics in Z
- Shortened overall by ~N%