Browse reusable prompt templates for ChatGPT, Claude, and other AI tools. Find prompts for code review, debugging, prompt engineering, writing, research, and planning, then adapt them to your own workflow.
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Prompt templates for ChatGPT, Claude, code review, writing, research, and planning.
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Code review, debugging, release QA
Prompts for code review, debugging, and release checks.
Debugging prompt for extracting a clean reproduction path, expected behavior, environment details, and missing evidence before engineering starts fixing a bug.
Security review prompt template for analyzing a project before release. Covers vulnerabilities, performance, bugs, technical debt, compliance, and user-facing risk.
AI code cleanup prompt for reviewing diffs and removing AI-generated artifacts like unnecessary comments, defensive noise, weak type casts, and style mismatches before merge.
Prompt engineering and optimization
Templates for stronger prompts and clearer instructions.
Prompt engineering prompt for auditing a prompt before rollout. Checks ambiguity, hidden assumptions, brittle instructions, missing examples, and likely failure modes.
GPT-5.4 frontend system prompt for landing pages and product marketing work with stronger brand presence, full-bleed hero direction, restrained sections, and intentional motion.
Prompt engineering system prompt for designing reusable LLM instructions, prompt templates, structured outputs, and domain-aware prompt workflows for ChatGPT and Claude.
Writing, marketing, conversion copy
Prompts for copy, content, and outreach.
Marketing prompt for generating sharper positioning angles from product facts, audience pain, alternatives, and buying triggers without defaulting to generic startup copy.
Outreach prompt for writing shorter, more relevant cold messages using public context, actual fit signals, and clear next steps instead of generic networking fluff.
LinkedIn outreach prompt for writing personalized recruiter connection messages under 280 characters using profile details, job context, and one clear selling point.
Planning, strategy, research, specs
Prompts for specs, planning, research, and decisions.
Research prompt for converting interview transcripts into pain points, repeated themes, objections, feature requests, and language you can reuse in product or marketing.
Planning prompt for turning scattered notes, user requests, and rough ideas into a tight product brief with goals, audience, scope, tradeoffs, and open questions.
Business plan prompt template for creating an executive summary, market analysis, go-to-market strategy, financial projections, and implementation milestones for a new venture.
Learning, tutoring, coaching
Prompts for tutoring, coaching, and skill building.
Tutoring prompt for explaining a difficult concept in stages, checking understanding, surfacing confusion, and adapting the depth as the learner improves.
Interactive tutoring prompt for building a topic-based curriculum with explanations, Socratic questions, exercises, mini-quizzes, and a final integrative challenge.
Learning prompt for mastering a topic through a staged roadmap, chunked teaching, active practice, feedback loops, and progressive difficulty.
Operations, outreach, workflow systems
Prompts for outreach, scheduling, and repeatable workflows.
Outreach prompt for writing shorter, more relevant cold messages using public context, actual fit signals, and clear next steps instead of generic networking fluff.
LinkedIn outreach prompt for writing personalized recruiter connection messages under 280 characters using profile details, job context, and one clear selling point.
Planning prompt for running a weekly founder review across wins, bottlenecks, open loops, priorities, and decisions that need real attention next week.
High-intent templates for developers, founders, and operators who want better AI output without rebuilding prompts from scratch.
Marketing prompt for generating sharper positioning angles from product facts, audience pain, alternatives, and buying triggers without defaulting to generic startup copy.
Operations prompt for turning messy meeting notes into decisions, action items, owners, deadlines, and unresolved questions without losing important nuance.
Planning prompt for running a weekly founder review across wins, bottlenecks, open loops, priorities, and decisions that need real attention next week.
Tutoring prompt for explaining a difficult concept in stages, checking understanding, surfacing confusion, and adapting the depth as the learner improves.
Outreach prompt for writing shorter, more relevant cold messages using public context, actual fit signals, and clear next steps instead of generic networking fluff.
Documentation prompt for turning tribal knowledge, setup steps, and scattered links into a clearer onboarding guide for new teammates or contractors.
The library spans prompt engineering, code review, debugging, writing, business strategy, education, and personal productivity. These tags are the fastest way to spot dense clusters of reusable prompts.
Marketing prompt for generating sharper positioning angles from product facts, audience pain, alternatives, and buying triggers without defaulting to generic startup copy.
Operations prompt for turning messy meeting notes into decisions, action items, owners, deadlines, and unresolved questions without losing important nuance.
Planning prompt for running a weekly founder review across wins, bottlenecks, open loops, priorities, and decisions that need real attention next week.
Tutoring prompt for explaining a difficult concept in stages, checking understanding, surfacing confusion, and adapting the depth as the learner improves.
Outreach prompt for writing shorter, more relevant cold messages using public context, actual fit signals, and clear next steps instead of generic networking fluff.
Documentation prompt for turning tribal knowledge, setup steps, and scattered links into a clearer onboarding guide for new teammates or contractors.
Research prompt for converting interview transcripts into pain points, repeated themes, objections, feature requests, and language you can reuse in product or marketing.
Planning prompt for turning scattered notes, user requests, and rough ideas into a tight product brief with goals, audience, scope, tradeoffs, and open questions.
Prompt engineering prompt for auditing a prompt before rollout. Checks ambiguity, hidden assumptions, brittle instructions, missing examples, and likely failure modes.
Debugging prompt for extracting a clean reproduction path, expected behavior, environment details, and missing evidence before engineering starts fixing a bug.
GPT-5.4 frontend system prompt for landing pages and product marketing work with stronger brand presence, full-bleed hero direction, restrained sections, and intentional motion.
Clarify requirements before implementing. Do not use automatically, only when invoked explicitly.
