PROMPTS
1346 original and curated AI prompts across image, video, music, and tutorials. Browse by tool, use case, and difficulty; each entry shows its available notes and examples.
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ChatGPT Year-End Self-Review Generator: Notes to a KPI-Aligned Review
The worst part of writing a year-end self-review is not being able to remember what you did all year, and then having it come out reading like a diary log anyway. This prompt lets you dump in a whole batch of weekly reports, calendar events, or scattered notes, and the AI organizes them into 3-5 achievement themes, fills in quantified phrasing, and aligns everything with company goals to produce a formal self-review. It also includes a "raise negotiation" version you can use directly when discussing salary.
Claude One-Page Proposal Prompt: Get a 3-Minute Decision
Writing a ten-page proposal your manager doesn't have time to read is the real reason most proposals go nowhere. This prompt organizes your idea into a one-page proposal—problem, solution, expected benefit, resources needed, risks—all kept to a single page, and forces the AI to push back and ask you for missing information from a decision-maker's point of view. Good for situations where you need resources, budget, or headcount from a manager or another department.
ChatGPT Customer Complaint Replies: Three Tones Plus a Compensation Call
Reply to a complaint too formally and you fan the flames; reply too submissively and the company ends up compensating for things it shouldn't. This prompt has the AI act as a senior customer service manager: it first assesses the complaint type and severity, then gives you three responses in one go — sincere apology, firm stance, and a middle-ground version — each with a "why it's written this way" note. Ready to use directly by frontline support staff, social media managers, and shop owners.
ChatGPT Cross-Team Request Emails Other Departments Will Say Yes To
Cross-team requests most often stall because "the other side has no obligation to help you." This prompt rewrites your request into a letter written from the other person's point of view: leading with the benefit or minimal burden to them, then stating exactly what you need, with a clear deadline and a fallback plan B. Outputs both a formal and a casual version in one pass, suitable for both email and Slack/Teams messages.
Claude Data Interpretation Prompt: Numbers Into Insights Your Boss Gets
Pulling a report but not knowing how to write the 'so what' is the most common sticking point in data work. This prompt has the AI act as a senior data analyst, interpreting the data you paste in through a three-layer structure—observation, hypothesized cause, recommended action—while forcing a hard distinction between 'conclusions directly supported by the data' and 'speculation that still needs verification,' so you don't get called out in a meeting for over-interpreting.
ChatGPT Lesson Plan Generator: Topic to Script for Corporate Training
When you're assigned to run training or onboard new hires, the time-consuming part isn't knowing the content — it's arranging it into an order you can actually teach. This prompt uses the basic instructional-design framework (objectives, motivation hook, explanation, practice, assessment) to produce a complete lesson plan, including time allocation, interaction design, and points where learners tend to get stuck. Works for corporate training, new-hire onboarding, and club/community teaching.
ChatGPT Social Media Batch Prompt: 5 Distinct, On-Brand Posts in One Go
A social media manager's daily grind is finding five different ways to talk about the same product. This prompt first has you define your brand voice and no-go topics, then generates a full batch of posts from five distinct angles — pain point, scenario, data, interactive question, and behind-the-scenes — each with hashtags and a suggested posting time, plus built-in rules to strip out that "obviously AI" tone so every post doesn't read like the same canned copy.
Claude Job Handover Generator: Extract Tacit Knowledge Into a Manual
The biggest problem with handover documents is that everything you consider obvious never gets written down. This prompt has the AI act as a handover reviewer, first using structured questions to draw out the tacit knowledge in your head (who to contact, where passwords live, what has to happen every month, where the landmines are), then organizing it into a handover manual the successor can actually follow. Useful before resigning, transferring roles, or taking extended leave.
Suno Pitfall: Once You Release Your Own Lyrics, You Can't Reuse Them
A full Suno support thread from one user: wrote their own lyrics, generated with Suno, distributed via Amuse, published through Musixmatch — then tried to make an acoustic version, and Suno blocked it entirely with a copyright error. Suno officially confirmed this is a platform-level limitation.
SD Local Detail Repair: The Complete RefineAnything + ComfyUI Workflow
The RefineAnything LoRA + ComfyUI-RefineNode plugin automate the painful "fix one area, leave the rest untouched" task. A lifesaver for product-image flaws, logos, text, and label repair.
Claude Code Security Auditor Subagent: OWASP Top 10 Vulnerability Scans
Installs a focused 'security auditor' subagent into Claude Code that reviews code and architecture file-by-file through an OWASP Top 10 lens as you develop features, classifying vulnerabilities by severity with directly-applicable remediation suggestions.
Claude Code Performance Engineer Subagent: Bottlenecks to Optimizations
Installs a dedicated 'performance engineer' subagent into Claude Code that profiles code you've just written, finds bottlenecks like N+1 queries, memory leaks, and slow APIs, classifies them by impact, and provides before/after optimization recommendations with benchmark estimates.
Claude Code Hook Recipe: Auto Format + Lint After Every Edit (PostToolUse)
A PostToolUse hook that makes Claude Code automatically run a formatter (Prettier/Black/gofmt) plus a linter every time it edits or writes a file—permanently removing 'inconsistent formatting' as a code review chore.
Claude Code Hook Recipe: Block Dangerous Bash with PreToolUse
A PreToolUse Bash hook that intercepts destructive commands like rm -rf, fork bombs, and curl|sh before the AI executes them—a last line of defense that holds even against --dangerously-skip-permissions.
Claude Code Hook Recipe: Desktop Notification + Sound on Stop
A Stop hook that fires a desktop notification and plays a sound the moment Claude Code finishes running. You can freely switch to other windows—the AI will call you back when it's done, no need to keep staring at the terminal.
Claude Code Custom Statusline Generator (cc-statusline Pattern)
A single npx command generates an information-rich terminal statusline for Claude Code, showing the current directory, Git branch, model, a context-usage progress bar, real-time spend burn rate, and a countdown to usage reset—hooked into live ccusage stats.
Agent OS: Extract Codebase Standards and Auto-Inject into AI Agents
Borrowing the three-layer architecture from buildermethods/agent-os (Standards / Product / Specs): have AI first scan your codebase to extract existing conventions into documented standards, then auto-inject them every time it writes code — so you never have to re-explain the rules.
AGENTS.md Starter Kit: Minimal and Advanced Templates for Codex and Any Agent
Two AGENTS.md templates drawn from Ischca/awesome-agents-md (CC0): "minimal" is a five-line checklist you can run with right away, and "advanced" covers five sections — environment, testing, conventions, safety, and example tasks. They let an AI coding agent know the rules the moment it enters your project.
An AGENTS.md / CLAUDE.md Rule Template for Next.js App Router Projects
Rewrites awesome-cursorrules' Next.js App Router standard into an AGENTS.md/CLAUDE.md you can drop straight into your project root, so Claude Code, Codex, and Cursor automatically follow Server-Components-first, file-based routing, TypeScript, and performance conventions when writing Next.js.
A Scalability-Focused AGENTS.md / CLAUDE.md Template for Go Backends
Rewrites awesome-cursorrules' Go backend scalability standard into an AGENTS.md/CLAUDE.md covering idiomatic error handling, context propagation, interface abstraction, concurrency, and observability — so AI follows standard conventions and trade-off analysis when writing Go services.
Codex config.toml in Practice: Approval Modes × Sandbox Isolation × Profiles
A ready-to-paste ~/.codex/config.toml template that sets up OpenAI Codex CLI's approval policy, sandbox isolation, reasoning effort, and multiple profiles in one go — balancing automation efficiency with safety boundaries.
Build Your Own Agent Skill Interactively with Anthropic's skill-creator
Anthropic's official skill-creator: a meta-skill that "asks you clarifying questions, produces a SKILL.md, runs evals, refines the trigger description, and packages everything into a .skill file." It teaches you to build reusable Claude skills using a standardized directory structure and progressive disclosure.
Anthropic's algorithmic-art Skill: Reproducible p5.js Generative Art
Anthropic's official algorithmic-art skill: write an 'algorithmic philosophy' first, then turn it into an interactive HTML piece with p5.js. The core is Art Blocks-style seeded randomness (same seed = same image), paired with tunable parameters and seed navigation, letting you systematically explore generative art techniques like flow fields and particle systems instead of randomly flailing.
OpenAI Codex's AGENTS.md: Rules for AI Written by a Real Large Project
A breakdown of the AGENTS.md actually in use in OpenAI's official codex repository — see how a project with millions of lines of code writes team conventions like formatting, testing, commits, module size limits, and API naming into an instruction file that an AI agent can understand and follow, plus a Traditional Chinese adaptation template you can apply directly to your own project.