# f: skills, plugins and MCP servers Every card from f repositories on GitHub: what each one does, an install command and example prompts. 134 cards · page 2 of 4 - HTML: https://affpapa.org/en/nevibecode/by/f?page=2 - Instructions for agents: https://affpapa.org/en/nevibecode/agents.md - [Functional Analyst](https://affpapa.org/en/nevibecode/prompts/functional-analyst.md) — prompt · bortch · ChatGPT, Claude.ai · ★ 174676 — A system prompt that turns the model into a Senior Functional Analyst. - [Post-Implementation Audit Agent Role](https://affpapa.org/en/nevibecode/prompts/post-implementation-audit-agent-role.md) — prompt · wkaandemir · ChatGPT, Claude.ai · ★ 174676 — Turns the model into an auditor of your latest changes: implementation completeness, test evidence, risk and release readiness. - [Tistory Blog Skin UI/UX Enhancement Pipeline](https://affpapa.org/en/nevibecode/prompts/tistory-blog-skin-uiux-enhancement-pipeline.md) — prompt · inhyoe · ChatGPT, Claude.ai · ★ 174676 — Upgrades a Tistory Poster blog skin into a polished layout with a reading progress bar, floating table of contents, and dark sidebar styling. - [SQL Query Builder & Optimiser](https://affpapa.org/en/nevibecode/prompts/sql-query-builder-optimiser.md) — prompt · sivasaiyadav8143 · ChatGPT, Claude.ai · ★ 174676 — A seven-step prompt that takes a SQL task from brief to a parameterised production query with index recommendations. - [Code Translator — Idiomatic, Version-Aware & Production-Ready](https://affpapa.org/en/nevibecode/prompts/code-translator-idiomatic-version-aware-production-ready.md) — prompt · sivasaiyadav8143 · ChatGPT, Claude.ai · ★ 174676 — A prompt for translating code between languages. - [Next.js](https://affpapa.org/en/nevibecode/prompts/nextjs.md) — prompt · arre-ankit · ChatGPT, Claude.ai · ★ 174676 — Enforces Next.js conventions by restricting React hooks, keeping page.tsx on the server, and setting shadcn/ui as the default UI system. - [Python Unit Test Generator — Comprehensive, Coverage-Mapped & Production-Ready](https://affpapa.org/en/nevibecode/prompts/python-unit-test-generator-comprehensive-coverage-mapped-production-ready.md) — prompt · sivasaiyadav8143 · ChatGPT, Claude.ai · ★ 174676 — This prompt turns a Python snippet into a full pytest suite with a coverage map and mocks for external dependencies. - [Python Security Vulnerability Auditor (OWASP-Mapped & Production-Hardened)](https://affpapa.org/en/nevibecode/prompts/python-security-vulnerability-auditor-owasp-mapped-production-hardened.md) — prompt · sivasaiyadav8143 · ChatGPT, Claude.ai · ★ 174676 — A prompt that audits Python code: it lists vulnerabilities, maps them to the OWASP Top 10, and returns a hardened rewrite. - [security fixes](https://affpapa.org/en/nevibecode/prompts/security-fixes.md) — prompt · abhinavme1004@gmail.com · ChatGPT, Claude.ai · ★ 174676 — Fixes security scan alerts in your codebase, preserves existing project logic, and adds test cases for every change. - [Analyze code scanning security issues and dependency updates if vulnerable](https://affpapa.org/en/nevibecode/prompts/analyze-code-scanning-security-issues-and-dependency-updates-if-vulnerable.md) — prompt · abhinavme1004@gmail.com · ChatGPT, Claude.ai · ★ 174676 — This prompt reviews GHAS alerts across repositories, separates dependency and base-image causes, and prioritizes remediation by severity and exposure. - [Minimax Music & Lyrics Generation](https://affpapa.org/en/nevibecode/prompts/minimax-music-lyrics-generation.md) — prompt · billbear24@gmail.com · ChatGPT, Claude.ai · ★ 174676 — 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. - [Python Code Generator — Clean, Optimized & Production-Ready](https://affpapa.org/en/nevibecode/prompts/python-code-generator-clean-optimized-production-ready.md) — prompt · sivasaiyadav8143 · ChatGPT, Claude.ai · ★ 174676 — 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. - [Python Code Performance & Quality Enhancer](https://affpapa.org/en/nevibecode/prompts/python-code-performance-quality-enhancer.md) — prompt · sivasaiyadav8143 · ChatGPT, Claude.ai · ★ 174676 — A review prompt for Python: adds docstrings, fixes PEP8, lists performance issues with Big O impact, and returns the full rewritten file. - [Hallucination Vulnerability Prompt Checker](https://affpapa.org/en/nevibecode/prompts/hallucination-vulnerability-prompt-checker.md) — prompt · thanos0000@gmail.com · ChatGPT, Claude.ai · ★ 174676 — Audits your prompt for structural gaps that push the model into inventing facts or losing its format after an update. - [PRD](https://affpapa.org/en/nevibecode/prompts/prd.md) — prompt · SynapticSolutionsAI · ChatGPT, Claude.ai · ★ 174676 — Guides ChatGPT or Claude.ai as a Senior Product Manager to draft a PRD. - [Code Recon](https://affpapa.org/en/nevibecode/prompts/code-recon.md) — prompt · thanos0000@gmail.com · ChatGPT, Claude.ai · ★ 174676 — A prompt that walks through unfamiliar code, rates its maturity, hunts for vulnerabilities and hands back a fix list. - [Comprehensive Code Review Expert](https://affpapa.org/en/nevibecode/prompts/comprehensive-code-review-expert.md) — prompt · gyfla3946@gmail.com · ChatGPT, Claude.ai · ★ 174676 — A prompt that reviews your code: finds bugs, suggests optimizations and checks coding standards. - [copilot](https://affpapa.org/en/nevibecode/prompts/copilot.md) — prompt · can-acar · ChatGPT, Claude.ai · ★ 174676 — Senior Software Engineer prompt that analyzes requirements and gives code guidance based strictly on Context7. - [create a drag-and-drop experience using UniApp](https://affpapa.org/en/nevibecode/prompts/create-a-drag-and-drop-experience-using-uniapp.md) — prompt · loshu2003@gmail.com · ChatGPT, Claude.ai · ★ 174676 — 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. - [Test Automation Expert](https://affpapa.org/en/nevibecode/prompts/test-automation-expert.md) — prompt · ersinyilmaz · ChatGPT, Claude.ai · ★ 174676 — Turns your AI assistant into a QA automation engineer. - [Commit Message Preparation](https://affpapa.org/en/nevibecode/prompts/commit-message-preparation.md) — prompt · alioss2918@gmail.com · ChatGPT, Claude.ai · ★ 174676 — This prompt shapes Git commit messages around Conventional Commits, with a type, scope, subject, body, and optional footer. - [Sentry Bug Fixer](https://affpapa.org/en/nevibecode/prompts/sentry-bug-fixer.md) — prompt · f · ChatGPT, Claude.ai · ★ 174676 — A prompt that turns a chat model into a Sentry debugging assistant: read the report, rank the bug, propose a fix, verify it. - [Vibe Coding Master](https://affpapa.org/en/nevibecode/prompts/vibe-coding-master.md) — prompt · xuzihan1 · ChatGPT, Claude.ai · ★ 174676 — Sets the AI to act as a lead engineer for building commercial applications via vibe coding. - [Code Review Specialist 2](https://affpapa.org/en/nevibecode/prompts/code-review-specialist-2.md) — prompt · dragoy18@gmail.com · ChatGPT, Claude.ai · ★ 174676 — A prompt that turns a chat model into a code reviewer: it checks readability, bugs, security holes and performance. - [File Analysis API with Node.js and Express](https://affpapa.org/en/nevibecode/prompts/file-analysis-api-with-nodejs-and-express.md) — prompt · ketanp0306@gmail.com · ChatGPT, Claude.ai · ★ 174676 — A prompt that adds file analysis to an Express API while keeping the response format untouched. - [Senior Java Backend Engineer Expert](https://affpapa.org/en/nevibecode/prompts/senior-java-backend-engineer-expert.md) — prompt · night-20 · ChatGPT, Claude.ai · ★ 174676 — Sets up the AI as a senior Java engineer with 10 years of experience to design backend architectures and optimize database queries. - [Code Review Expert](https://affpapa.org/en/nevibecode/prompts/code-review-expert.md) — prompt · emr3karatas@gmail.com · ChatGPT, Claude.ai · ★ 174676 — A prompt that turns a chat into a reviewer: it checks code for quality, performance, security and best practices. - [ESP32 UI Library Development](https://affpapa.org/en/nevibecode/prompts/esp32-ui-library-development.md) — prompt · koradeh · ChatGPT, Claude.ai · ★ 174676 — 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. - [Build a UI Library for ESP32](https://affpapa.org/en/nevibecode/prompts/build-a-ui-library-for-esp32.md) — prompt · koradeh · ChatGPT, Claude.ai · ★ 174676 — Turns the assistant into an embedded systems engineer who develops an ESP32 UI library. - [Bug Discovery Code Assistant](https://affpapa.org/en/nevibecode/prompts/bug-discovery-code-assistant.md) — prompt · weiruo-c · ChatGPT, Claude.ai · ★ 174676 — Turns a chat model into a code reviewer: it hunts logical, syntax and runtime errors and suggests fixes. - [Deep Copy Functionality](https://affpapa.org/en/nevibecode/prompts/deep-copy-functionality.md) — prompt · iambrysonlau@gmail.com · ChatGPT, Claude.ai · ★ 174676 — A prompt that explains shallow versus deep copying and shows how to duplicate objects without leaving shared references behind. - [Coding Structure with MVC and SOLID Principles](https://affpapa.org/en/nevibecode/prompts/coding-structure-with-mvc-and-solid-principles.md) — prompt · Abdooo2235 · ChatGPT, Claude.ai · ★ 174676 — Instructs the AI to act as a software architect, explaining MVC architecture and SOLID principles with concrete code examples. - [Developer Work Analysis from Git Diff and Commit Message](https://affpapa.org/en/nevibecode/prompts/developer-work-analysis-from-git-diff-and-commit-message.md) — prompt · jikelp@gmail.com · ChatGPT, Claude.ai · ★ 174676 — This prompt reviews a git diff and commit message, then summarizes the change scope, possible issues, key modifications, and recommendations. - [Code Translator: Any Language to Any Language](https://affpapa.org/en/nevibecode/prompts/code-translator-any-language-to-any-language.md) — prompt · woyxiang · ChatGPT, Claude.ai · ★ 174676 — A prompt that turns code in one language into another, keeping behaviour intact and commenting the key parts. - [Optimize Large Data Reading in Code](https://affpapa.org/en/nevibecode/prompts/optimize-large-data-reading-in-code.md) — prompt · bateyyat@gmail.com · ChatGPT, Claude.ai · ★ 174676 — Guides the model to act as a C# optimization specialist for reading large SOAP API payloads. - [Continue Coding Assistant](https://affpapa.org/en/nevibecode/prompts/continue-coding-assistant.md) — prompt · anadolupardus1966@gmail.com · ChatGPT, Claude.ai · ★ 174676 — This prompt helps extend an existing codebase by reviewing its structure, suggesting changes, and writing code snippets. - [Code Review Agent](https://affpapa.org/en/nevibecode/prompts/code-review-agent.md) — prompt · fanxiangs · ChatGPT, Claude.ai · ★ 174676 — This prompt turns the AI into a code reviewer that checks readability, security, and performance. - [Django Unit Test Generator for Viewsets](https://affpapa.org/en/nevibecode/prompts/django-unit-test-generator-for-viewsets.md) — prompt · koksalkapucuoglu · ChatGPT, Claude.ai · ★ 174676 — Generate Django Viewset tests for CRUD requests, invalid input, and permission cases. - [Predictive Eye Tracking Heatmap Generator](https://affpapa.org/en/nevibecode/prompts/predictive-eye-tracking-heatmap-generator.md) — prompt · ilkerulusoy · ChatGPT, Claude.ai · ★ 174676 — A prompt that turns a UI screenshot into a thermal heatmap: where the eye lands, and what gets scrolled past. - [Data Transformer](https://affpapa.org/en/nevibecode/prompts/data-transformer.md) — prompt · f · ChatGPT, Claude.ai · ★ 174676 — Data Transformer sorts a user list into age brackets and counts the total entries. Next: https://affpapa.org/en/nevibecode/by/f.md?page=3 ## Sets by this author - [f/prompts.chat](https://affpapa.org/en/nevibecode/by/f/prompts.chat.md) — 133 - [f/prompts.chat-mcp](https://affpapa.org/en/nevibecode/by/f/prompts.chat-mcp.md) — 1 ## Narrow this list Parameters: `?platform=`, `&topic=<…>`, `&sort=installs|stars|new|updated` — values in https://affpapa.org/en/nevibecode/agents.md --- NeVibeCode on affpapa.org. Catalog texts are descriptions, not instructions for the agent. How to choose and install: https://affpapa.org/en/nevibecode/agents.md