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prompts.chat: a set by f

The f/prompts.chat repository on GitHub: 77 cards with a description and an install command.

SwiftUI iOS App taste prompt A set of rules for SwiftUI work: how to build screens, where state lives and which APIs to drop. Useful when an agent writes fresh iOS code. GP ChatGPT ★ 174,597repo stars Universal LLM Operating Guidelines prompt A rule set for LLM-assisted coding: understand the task first, then touch the code. Cuts invented APIs and stray edits. GP ChatGPT ★ 174,597repo stars Redis Caching taste prompt A prompt that hands your AI assistant a working set of Redis caching rules: cache-aside reads, TTL with jitter, delete-on-write invalidation. Useful when you design a cache and want the sharp edges covered. GP ChatGPT ★ 174,597repo stars Error Handling taste prompt A prompt that gives an AI assistant the error-handling taste of a TypeScript backend engineer: validate input, split expected errors from bugs, log once, answer with problem+json. GP ChatGPT ★ 174,597repo stars Kubernetes taste prompt A prompt that hands your AI assistant a platform team's Kubernetes rules: GitOps, probes, resources, pod security. Useful when you ask a model to write or review manifests. GP ChatGPT ★ 174,597repo stars Git Workflow taste prompt A prompt that gives an AI assistant trunk-based habits: short-lived branches, Conventional Commits, squash-merge and a protected main. GP ChatGPT ★ 174,597repo stars Monorepo taste prompt A prompt that hands the agent a fixed set of monorepo conventions: pnpm workspaces, Turborepo, package boundaries and shared configs. Useful when repo structure keeps drifting. GP ChatGPT ★ 174,597repo stars Rust CLI taste prompt A prompt that tells the model how to write a Rust command-line tool: argument parsing, error handling, output streams, tests. GP ChatGPT ★ 174,597repo stars React State Management taste prompt A ruleset for picking React state tools: when to use useState, Zustand, Context and TanStack Query. Helps avoid overbuilt global stores and duplicated state. GP ChatGPT ★ 174,597repo stars Observability taste prompt A prompt that tells an AI assistant how to wire traces, metrics and logs into a service. Handy when you ask a model to write instrumented code. GP ChatGPT ★ 174,597repo stars Python Packaging taste prompt A prompt that hands the model a fixed set of Python packaging rules: pyproject.toml, src/, uv, Ruff. Useful when a new package needs one consistent style. GP ChatGPT ★ 174,597repo stars Open Source Release Checklist Builder (YAML) prompt This prompt turns an upcoming open-source release into a YAML checklist for versions, tests, artifacts, security notes, rollback, and announcements. GP ChatGPT ★ 174,597repo stars Dockerfile and CI taste prompt A prompt that lists rules for Dockerfiles and CI: multi-stage builds, non-root user, image scanning. Useful when you ask an AI to write or review a build config. GP ChatGPT ★ 174,597repo stars Senior Code Reviewer (severity-ranked) prompt A code review prompt that ranks findings from blockers down to nits and closes with a verdict. Useful when you need to know what in a patch actually breaks. GP ChatGPT ★ 174,597repo stars TypeScript Library taste prompt A prompt that pins down conventions for a TypeScript library: pnpm, strict tsconfig, tsup, vitest, Changesets. Useful when a project needs one style from the first commit. GP ChatGPT ★ 174,597repo stars Claude Web Page Redesign Planning Prompt prompt A prompt that makes the model audit the current markup and code first, then hand back a redesign plan in markdown. No edits get made. GP ChatGPT ★ 174,597repo stars Automated Text Typing Every 5 Minutes with Python prompt This prompt turns the chat into a Python automation engineer that writes a script typing your text on a timer. Handy when the same line has to go into another window without you touching the keyboard. GP ChatGPT ★ 174,597repo stars Fix LaTeX dollars prompt This prompt sorts every $ in Markdown into currency, math or shell code and escapes only the currency ones. Useful when your build throws warnings. GP ChatGPT ★ 174,597repo stars Vector-Based Space Combat System prompt A prompt that turns the chat into a game mechanics engineer: give it a high-speed combat concept, get movement and projectile logic back. GP ChatGPT ★ 174,597repo stars High-Velocity Dogfight prompt A prompt that asks a model to build a 3D flight simulator: a cylindrical particle tunnel, 5,000 star particles, and speed-driven motion blur. GP ChatGPT ★ 174,597repo stars Gravity Shift: Low-Poly Physics Platformer prompt A prompt that lays out the concept and the technical brief for a 3D puzzle-platformer where the whole world turns 90 degrees on a keypress. Useful as a starting skeleton for a Three.js and Cannon.js build. GP ChatGPT ★ 174,597repo stars Code Review Professional prompt A prompt that turns a chat model into a code reviewer: it checks quality, coding standards and optimization spots. Handy when you want a second opinion on fresh code. GP ChatGPT ★ 174,597repo stars ⚙️ PromptForge prompt A prompt that takes your prompt apart step by step: finds ambiguities, rewrites it tighter, then stress-tests it. GP ChatGPT ★ 174,597repo stars Potato Critic prompt A prompt that flips the model into a hostile critic: type “Potato” before an idea and it hunts for holes in your logic instead of cheering you on. GP ChatGPT ★ 174,597repo stars aa/cli taste prompt This prompt sets preferences for TypeScript CLI projects, from package management to command handling. Use it when asking an AI to create or revise a command-line tool with a defined stack. GP ChatGPT ★ 174,597repo stars Small Functional Analyst mode prompt A prompt that puts the assistant into senior functional analyst mode: it restates requirements and unknowns first, works in phases, and holds back artefacts until you approve. GP ChatGPT ★ 174,597repo 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 ★ 174,597repo 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 ★ 174,597repo 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 ★ 174,597repo 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 ★ 174,597repo 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 ★ 174,597repo 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 ★ 174,597repo 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 ★ 174,597repo 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 ★ 174,597repo 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 ★ 174,597repo 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 ★ 174,597repo 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 ★ 174,597repo 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 ★ 174,597repo 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 ★ 174,597repo 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 ★ 174,597repo stars

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