ai-native-app-builder-skills

Use this skill to create project AI rules such as AGENTS.md, .cursorrules, or classroom agent instructions so AI tools work inside the student’s intent, stack, style, and verification expectations.

Use this skill to perform a read-only consistency and coverage check across PRD, constitution, architecture, and implementation issues before coding.

Use this skill to break a PRD and architecture plan into small, ordered implementation issues that AI agents or students can work on one at a time.

Use this skill to identify underspecified areas in a student PRD by asking up to five targeted clarification questions before architecture or coding.

Use this skill to compare the current implemented app against PRD, architecture, issues, tests, and evidence, then list remaining work.

Use this skill to prepare a student app for presentation by creating a clear demo script, problem statement, feature walkthrough, evidence list, limitations, and next steps.

Use this skill to challenge a raw app idea before the student writes a PRD or asks AI to code. It turns vague enthusiasm into clearer problem framing, assumptions, risks, and next questions.

Use this skill to convert a pressure-tested app idea into a short Intent Brief that captures the project’s purpose, users, constraints, tradeoffs, and success criteria before a PRD is written.

Use this skill to turn an Intent Brief into a student-friendly Product Requirements Document that can guide design, AI prompts, implementation, review, and grading.

Use this skill to turn one implementation issue into a focused AI coding prompt that includes context, constraints, expected behavior, verification, and boundaries.

Use this skill after a student app project or milestone to reflect on what worked, what failed, how AI helped or misled, what was verified, and what rules should improve next time.

Use this skill to convert a PRD into a simple architecture plan before coding, so students understand system parts, data flow, risks, and technical choices.

Use this skill to define non-negotiable project principles and quality gates before architecture, coding, or AI-agent work.

Use this skill to find misuse, privacy, security, reliability, accessibility, and UX risks in a student app before demo or submission.

Use this skill to review student or AI-generated code against the issue, PRD, architecture, readability, security, privacy, and explainability requirements.

Use this skill to help students complete one implementation issue through a safe AI-assisted build, review, test, fix, and reflection loop without surrendering human judgment.

Use this skill to convert requirements and implemented features into a practical test plan with manual checks, acceptance tests, edge cases, and demo verification.

Use this skill to map student app requirements to user stories, architecture, issues, tests, demo steps, and evidence.