Prompts worth keeping.

Used for technical decisions, project kickoff, idea exploration, and client communication. These are the prompts that survived repeated real-world use.

Browse kept prompts View idea sparring

Most prompts are forgotten after solving a problem once. The ones here are still being copied, adapted, and used today. Five prompts are currently public. The rest remain in review.

Technical Collaboration

For project scope, repositories, docs, database assumptions, tests, and deployment readiness before AI coding.

Verified AI Coding Kickoff

Freeze scope, directories, AGENTS, docs, database assumptions, and execution order before coding.

Kickoff Readiness Scope Control
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Freelance & Client Work

For client communication, scope boundaries, pricing, timelines, acceptance, and support.

Verified Freelance Client Communication

Helps freelance developers communicate with clients, clarify scope, estimate timelines and pricing, and control delivery risks.

Client comms Scope Support risk
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Personal Productivity

For learning plans, English practice, daily decisions, and personal workflows.

Verified Idea Sparring Partner

Chat with GPT to explore rough ideas, spark inspiration, expand directions, and shape them into actionable thinking when needed.

Idea Exploration Creative Thinking Decision Sparring
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Agent & AI Engineering Methods

For reusable AI engineering methods focused on verifiable facts, failure attribution, and practical delivery loops.

In Use Business-Fact-to-Skill Task Prompt

Confirm fact and material readiness first, then generate a Codex-executable skill distillation task.

Business facts Skill distillation Evaluation loop
View method → In Use Code-Based Business Fact Review Task Prompt

Confirm code-review context first, then generate a Codex-executable fact extraction task.

Code review Codex execution Fact extraction
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