From task to next step

AI Coding Workflow Finder and Recipes

Choose a workflow for a feature, bug fix, design handoff, or code review. Take the steps and prompts straight into your project.

Browse a recipe if you know your task, or select Help Me Choose for a guided recommendation. Copy the result as Markdown and replace the placeholders with your project context. Recommendations are starting points, not measured model rankings.

Workflow Recipe

Copy-pasteable flows and guided workflow finder

Pick a workflow

Prompt

I need to build [feature]. Here’s the spec: inputs, outputs, edge cases, constraints. Produce a plan before writing any code.

Steps

Spec

Write a developer spec with inputs, outputs, edge cases, and constraints.

Plan

Ask the model to produce a plan — files to create/modify, key decisions. Review before coding.

Code

Implement against the plan. One feature, one PR. Pull the model back if it goes out of scope.

Review

Ask the model to review its own code: "What edge cases might this miss? What would break this?"

Tests

Generate tests from the review’s edge cases: "Write tests for the edge cases you identified."

PR description

Generate the PR description from the spec and the diff. Full context produces clear descriptions.

Tools

CursorClaude CodeGitHub Actions

Guardrails

One feature, one PR — keep scope tight
Review the plan before writing code
Don’t let the model touch files outside scope
Ask before refactoring adjacent code

Expected output

Working PR with passing CI, clear description, and tests covering the identified edge cases.

Paste into CLAUDE.md, .cursor/rules/, or your workflow docs

Put the workflow into practice

Ship a feature — Go from a clear spec to a reviewed PR.
Fix a bug — Reproduce the failure and prove the fix.
Review a PR — Triage AI findings before human review.
Use Figma with AI — Map design context to your React components.

What should I do with the recipe?

Paste it into a task document or editor conversation. Supply your acceptance criteria, relevant files, and constraints. Ask for a plan, review the changes, and run the tests before merging.

Does this run an agent or change my code?

No. The finder selects from prepared workflows in your browser. You choose how to apply the resulting instructions.