Tool-agnostic feature design preflight that traces a requirement through production constraints, dependencies, user and system flows, edge cases, security, operations, and tests before implementation. Use before implementing nontrivial features or integrations, especially uploads, media or video, PDFs or documents, file parsing, third-party APIs, long-running operations, background jobs, data migrations, auth or permissions, payments, admin or user portal workflows, AI calls, storage, or any request where a naive implementation could satisfy a surface requirement but fail in real use. Use when the agent must stop and clarify if requirements, provider limits, library choices, failure behavior, or verification are unclear.
Install with
Claude CodeCodexCursorGitHub CopilotGemini CLI
Supported by the Atlas install prompt. Skill-specific requirements vary.
Skill stats
Skills1CategoryProduct & designStars0
About this skill
Tool-agnostic feature design preflight that traces a requirement through production constraints, dependencies, user and system flows, edge cases, security, operations, and tests before implementation. Use before implementing nontrivial features or integrations, especially uploads, media or video, PDFs or documents, file parsing, third-party APIs, long-running operations, background jobs, data migrations, auth or permissions, payments, admin or user portal workflows, AI calls, storage, or any request where a naive implementation could satisfy a surface requirement but fail in real use. Use when the agent must stop and clarify if requirements, provider limits, library choices, failure behavior, or verification are unclear.
Quick start
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Tool-agnostic feature design preflight that traces a requirement through production constraints, dependencies, user and system flows, edge cases, security, operations, and tests before implementation. Use before implementing nontrivial features or integrations, especially uploads, media or video, PDFs or documents, file parsing, third-party APIs, long-running operations, background jobs, data migrations, auth or permissions, payments, admin or user portal workflows, AI calls, storage, or any request where a naive implementation could satisfy a surface requirement but fail in real use. Use when the agent must stop and clarify if requirements, provider limits, library choices, failure behavior, or verification are unclear.
About this listing
Category
Product & design
Reported license
MIT
Listing language (estimated)
English
Review status
Not individually reviewed
Agent compatibility
Atlas installation supports Claude Code, Codex, and Cursor. Skill-specific dependencies and features are checked during setup.