Workflow category
AI Coding & App Builders workflows
Coding assistants, AI-powered editors and builders that turn prompts into working apps and websites.
Workflows in this category
Newest verification first. Each one was run and the evidence is on its page.
Prepare an AI-Built App for Human Handoff
A reproducible repository handoff with architecture and environment inventory, build/test evidence, security findings, known limitations and prioritized backlog.
Advanced · 2–4 hours for a small prototype. · Editorially reviewed Oct 3, 2026
Turn Requirements Into a Unit-Test Matrix and Tests
A requirement-to-test matrix, generated and reviewed tests, red-green execution evidence, negative cases and an explicit uncovered-requirements list.
Intermediate · 60–120 minutes for a small module. · Editorially reviewed Oct 3, 2026
Run a Risk-Based AI Pull Request Review
A prioritized review record whose findings link to requirements, changed code, evidence, verification results and a final human disposition.
Intermediate · 30–90 minutes depending on diff size and risk. · Editorially reviewed Oct 3, 2026
Debug an Application From Logs Before Editing Code
A preserved reproduction, fact-only timeline, ranked cause table, minimal verified fix and explicit record of residual uncertainty.
Intermediate · 45–120 minutes depending on reproducibility. · Editorially reviewed Oct 3, 2026
Turn a Product Idea Into a Reviewable PRD and Prototype
A scoped PRD, user stories, acceptance-criteria matrix, prototype and mismatch log with unresolved product decisions clearly visible.
Intermediate · 90–150 minutes for a small product concept. · Editorially reviewed Oct 3, 2026