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NeVibeCode · author · 134 items

f: skills, plugins and MCP servers

Every card from f repositories on GitHub: what each one does, an install command and example prompts.

Repositories2

Functional Analyst prompt A system prompt that turns the model into a Senior Functional Analyst. It enforces strict scope control, UML2 modeling, and approval gates before generating specs. GP ChatGPT ★ 174,676repo stars Post-Implementation Audit Agent Role prompt Turns the model into an auditor of your latest changes: implementation completeness, test evidence, risk and release readiness. GP ChatGPT ★ 174,676repo stars Tistory Blog Skin UI/UX Enhancement Pipeline prompt Upgrades a Tistory Poster blog skin into a polished layout with a reading progress bar, floating table of contents, and dark sidebar styling. GP ChatGPT ★ 174,676repo stars SQL Query Builder & Optimiser prompt A seven-step prompt that takes a SQL task from brief to a parameterised production query with index recommendations. GP ChatGPT ★ 174,676repo stars Code Translator — Idiomatic, Version-Aware & Production-Ready prompt A prompt for translating code between languages. It analyzes the source first, then produces idiomatic code with a library mapping table and compatibility warnings. GP ChatGPT ★ 174,676repo stars Next.js prompt Enforces Next.js conventions by restricting React hooks, keeping page.tsx on the server, and setting shadcn/ui as the default UI system. GP ChatGPT ★ 174,676repo stars Python Unit Test Generator — Comprehensive, Coverage-Mapped & Production-Ready prompt This prompt turns a Python snippet into a full pytest suite with a coverage map and mocks for external dependencies. GP ChatGPT ★ 174,676repo stars Python Security Vulnerability Auditor (OWASP-Mapped & Production-Hardened) prompt A prompt that audits Python code: it lists vulnerabilities, maps them to the OWASP Top 10, and returns a hardened rewrite. GP ChatGPT ★ 174,676repo stars security fixes prompt Fixes security scan alerts in your codebase, preserves existing project logic, and adds test cases for every change. GP ChatGPT ★ 174,676repo stars Analyze code scanning security issues and dependency updates if vulnerable prompt This prompt reviews GHAS alerts across repositories, separates dependency and base-image causes, and prioritizes remediation by severity and exposure. GP ChatGPT ★ 174,676repo stars Minimax Music & Lyrics Generation prompt A prompt agent for the Minimax music API: shape a music prompt, tag the lyrics by section and get working call code for music-2.5. GP ChatGPT ★ 174,676repo stars Python Code Generator — Clean, Optimized & Production-Ready prompt Guides ChatGPT and Claude.ai through a five-step engineering workflow to produce PEP8 Python code with design logs, full type hints, and complexity analysis. GP ChatGPT ★ 174,676repo stars Python Code Performance & Quality Enhancer prompt A review prompt for Python: adds docstrings, fixes PEP8, lists performance issues with Big O impact, and returns the full rewritten file. GP ChatGPT ★ 174,676repo stars Hallucination Vulnerability Prompt Checker prompt Audits your prompt for structural gaps that push the model into inventing facts or losing its format after an update. GP ChatGPT ★ 174,676repo stars PRD prompt Guides ChatGPT or Claude.ai as a Senior Product Manager to draft a PRD. Begins with clarifying questions before writing requirements across three phases. GP ChatGPT ★ 174,676repo stars Code Recon prompt A prompt that walks through unfamiliar code, rates its maturity, hunts for vulnerabilities and hands back a fix list. GP ChatGPT ★ 174,676repo stars Comprehensive Code Review Expert prompt A prompt that reviews your code: finds bugs, suggests optimizations and checks coding standards. Handy when you need a second pass over unfamiliar code. GP ChatGPT ★ 174,676repo stars copilot prompt Senior Software Engineer prompt that analyzes requirements and gives code guidance based strictly on Context7. GP ChatGPT ★ 174,676repo stars create a drag-and-drop experience using UniApp prompt A prompt that describes a drag-and-drop scene where cards are dropped into a washing machine, with sound, animation and a cleaned-items counter. GP ChatGPT ★ 174,676repo stars Test Automation Expert prompt Turns your AI assistant into a QA automation engineer. It writes unit and end-to-end tests, analyzes test failures, and repairs test suites after code changes. GP ChatGPT ★ 174,676repo stars Commit Message Preparation prompt This prompt shapes Git commit messages around Conventional Commits, with a type, scope, subject, body, and optional footer. Use it when reviewing a diff. GP ChatGPT ★ 174,676repo stars Sentry Bug Fixer prompt A prompt that turns a chat model into a Sentry debugging assistant: read the report, rank the bug, propose a fix, verify it. GP ChatGPT ★ 174,676repo stars Vibe Coding Master prompt Sets the AI to act as a lead engineer for building commercial applications via vibe coding. Helps turn initial ideas into PRDs, code, interfaces, and test suites. GP ChatGPT ★ 174,676repo stars Code Review Specialist 2 prompt A prompt that turns a chat model into a code reviewer: it checks readability, bugs, security holes and performance. Handy when you want a second pair of eyes on a commit. GP ChatGPT ★ 174,676repo stars File Analysis API with Node.js and Express prompt A prompt that adds file analysis to an Express API while keeping the response format untouched. GP ChatGPT ★ 174,676repo stars Senior Java Backend Engineer Expert prompt Sets up the AI as a senior Java engineer with 10 years of experience to design backend architectures and optimize database queries. GP ChatGPT ★ 174,676repo stars Code Review Expert prompt A prompt that turns a chat into a reviewer: it checks code for quality, performance, security and best practices. Useful before you commit. GP ChatGPT ★ 174,676repo stars ESP32 UI Library Development prompt A prompt that puts the model in an embedded systems role and walks it through building a UI library for ESP32 on a fixed stack. GP ChatGPT ★ 174,676repo stars Build a UI Library for ESP32 prompt Turns the assistant into an embedded systems engineer who develops an ESP32 UI library. Helpful when building rendering routines and handling touch or button inputs. GP ChatGPT ★ 174,676repo stars Bug Discovery Code Assistant prompt Turns a chat model into a code reviewer: it hunts logical, syntax and runtime errors and suggests fixes. Handy when you need a second pass over an unfamiliar file. GP ChatGPT ★ 174,676repo stars Deep Copy Functionality prompt A prompt that explains shallow versus deep copying and shows how to duplicate objects without leaving shared references behind. GP ChatGPT ★ 174,676repo stars Coding Structure with MVC and SOLID Principles prompt Instructs the AI to act as a software architect, explaining MVC architecture and SOLID principles with concrete code examples. GP ChatGPT ★ 174,676repo stars Developer Work Analysis from Git Diff and Commit Message prompt This prompt reviews a git diff and commit message, then summarizes the change scope, possible issues, key modifications, and recommendations. GP ChatGPT ★ 174,676repo stars Code Translator: Any Language to Any Language prompt A prompt that turns code in one language into another, keeping behaviour intact and commenting the key parts. GP ChatGPT ★ 174,676repo stars Optimize Large Data Reading in Code prompt Guides the model to act as a C# optimization specialist for reading large SOAP API payloads. It focuses on memory reduction and streaming techniques. GP ChatGPT ★ 174,676repo stars Continue Coding Assistant prompt This prompt helps extend an existing codebase by reviewing its structure, suggesting changes, and writing code snippets. It works with ChatGPT and Claude.ai. GP ChatGPT ★ 174,676repo stars Code Review Agent prompt This prompt turns the AI into a code reviewer that checks readability, security, and performance. Useful before opening a pull request or refactoring unfamiliar code. GP ChatGPT ★ 174,676repo stars Django Unit Test Generator for Viewsets prompt Generate Django Viewset tests for CRUD requests, invalid input, and permission cases. Provide the class you want to cover. GP ChatGPT ★ 174,676repo stars Predictive Eye Tracking Heatmap Generator prompt A prompt that turns a UI screenshot into a thermal heatmap: where the eye lands, and what gets scrolled past. GP ChatGPT ★ 174,676repo stars Data Transformer prompt Data Transformer sorts a user list into age brackets and counts the total entries. The prompt shapes raw user objects into a defined JSON structure. GP ChatGPT ★ 174,676repo stars

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