CodingAI Prompts for ChatGPT, Claude & More

Vibe coding workflows, app architecture, bug fixing, and mobile dev prompts

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Spec-First Template (Gherkin BDD scenarios) for a scheduled report email in SvelteKit app

Produce a Gherkin BDD scenarios for a scheduled report email before any code is written, with acceptance criteria Claude/Cursor can turn into tests.

Spec-First Template (API contract spec with example payloads) for a audit log for all admin actions in Rails monolith

Produce a API contract spec with example payloads for a audit log for all admin actions before any code is written, with acceptance criteria Claude/Cursor can turn into tests.

Spec-First Template (product requirements doc (PRD)) for a audit log for all admin actions in Chrome extension

Produce a product requirements doc (PRD) for a audit log for all admin actions before any code is written, with acceptance criteria Claude/Cursor can turn into tests.

Spec-First Template (Gherkin BDD scenarios) for a server-side pagination with cursor in Python data pipeline

Produce a Gherkin BDD scenarios for a server-side pagination with cursor before any code is written, with acceptance criteria Claude/Cursor can turn into tests.

Spec-First Template (API contract spec with example payloads) for a team invitations with RBAC in Phoenix LiveView app

Produce a API contract spec with example payloads for a team invitations with RBAC before any code is written, with acceptance criteria Claude/Cursor can turn into tests.

Spec-First Template (product requirements doc (PRD)) for a scheduled report email in React Native mobile app

Produce a product requirements doc (PRD) for a scheduled report email before any code is written, with acceptance criteria Claude/Cursor can turn into tests.

TDD Red-Green-Refactor Loop with Continue.dev for a markdown renderer (C#)

Drive a markdown renderer in C# through a strict TDD loop with Continue.dev: write failing test, make it pass, refactor.

TDD Red-Green-Refactor Loop with Windsurf for a markdown renderer (SQL)

Drive a markdown renderer in SQL through a strict TDD loop with Windsurf: write failing test, make it pass, refactor.

TDD Red-Green-Refactor Loop with Codeium for a pagination cursor encoder (Kotlin)

Drive a pagination cursor encoder in Kotlin through a strict TDD loop with Codeium: write failing test, make it pass, refactor.

TDD Red-Green-Refactor Loop with Continue.dev for a pagination cursor encoder (C#)

Drive a pagination cursor encoder in C# through a strict TDD loop with Continue.dev: write failing test, make it pass, refactor.

TDD Red-Green-Refactor Loop with GitHub Copilot for a cron expression parser (SQL)

Drive a cron expression parser in SQL through a strict TDD loop with GitHub Copilot: write failing test, make it pass, refactor.

TDD Red-Green-Refactor Loop with Augment for a cron expression parser (Kotlin)

Drive a cron expression parser in Kotlin through a strict TDD loop with Augment: write failing test, make it pass, refactor.

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