Use when designing, changing, or debugging backend server code (REST, Node.js/TypeScript, Go), especially endpoints, response envelopes, pagination, migrations, queries, auth, password hashing, secrets, or deploys; also for N+1 queries, races, IDOR, SSRF/injection, goroutine leaks, unhandled rejections, event-loop blocking, graceful shutdown, or production-only migration failures.
EnglishUse when about to spawn or delegate work to a subagent (Agent/Task tool), choosing a model tier (haiku/sonnet/opus/fable) for a task, writing a delegation prompt, deciding whether something should be delegated at all, deciding whether to dispatch multiple subagents in parallel, verifying a delegated result, or after a delegated task failed twice and needs escalation.
EnglishGuides a user through DDD → BDD → TDD → Git for a single feature, staying code-agnostic and interactive.
EnglishUse when writing a git commit message, Japanese UI copy or app strings (ボタン/エラーメッセージ等の文言), code review comments, or a completion report, especially when tone, formality, verbosity, or review phrasing is uncertain.
EnglishElite frontend image-direction skill for generating premium, artistic, implementation-friendly website design references.
EnglishUse when building or polishing mobile app UI visuals (Flutter, SwiftUI, Jetpack Compose) — before choosing spacing, typography, color, corner radius, elevation, or motion duration; when a screen "looks off", feels cluttered, cheap, or inconsistent; when reviewing touch targets, contrast ratio, Dynamic Type, text overflow, or dark mode; also when hard-coded colors/paddings spread across widgets, or every new screen re-invents its own styling.
EnglishUse when working in a technical domain with no existing playbook, writing new coding guidelines / review criteria / checklists from scratch, judging whether a verification method actually proves a claim (test passed but does it count?), or when repeated fixes keep failing and the direction feels wrong. Domain-agnostic reasoning moves that generate concrete decision criteria for any field — not tied to any language or framework.
English
AGENT SKILLS ATLASIncludes Backend Server Playbook, Dispatching Subagents, Feature Flow, and other workflows.
Claude Code
Codex
Cursor
GitHub Copilot
Gemini CLISupported by the Atlas install prompt. Skill-specific requirements vary.
Pack stats
What’s included
Backend Server Playbook
Use when designing, changing, or debugging backend server code (REST, Node.js/TypeScript, Go), especially endpoints, response envelopes, pagination, migrations, queries, auth, password hashing, secrets, or deploys; also for N+1 queries, races, IDOR, SSRF/injection, goroutine leaks, unhandled rejections, event-loop blocking, graceful shutdown, or production-only migration failures.
Dispatching Subagents
Use when about to spawn or delegate work to a subagent (Agent/Task tool), choosing a model tier (haiku/sonnet/opus/fable) for a task, writing a delegation prompt, deciding whether something should be delegated at all, deciding whether to dispatch multiple subagents in parallel, verifying a delegated result, or after a delegated task failed twice and needs escalation.
Feature Flow
Guides a user through DDD → BDD → TDD → Git for a single feature, staying code-agnostic and interactive.
Golden Examples
Use when writing a git commit message, Japanese UI copy or app strings (ボタン/エラーメッセージ等の文言), code review comments, or a completion report, especially when tone, formality, verbosity, or review phrasing is uncertain.
Imagegen Frontend Web
Elite frontend image-direction skill for generating premium, artistic, implementation-friendly website design references. Uses combinatorial variation to avoid repetitive
Mobile UI Playbook
Use when building or polishing mobile app UI visuals (Flutter, SwiftUI, Jetpack Compose) — before choosing spacing, typography, color, corner radius, elevation, or motion duration; when a screen "looks off", feels cluttered, cheap, or inconsistent; when reviewing touch targets, contrast ratio, Dynamic Type, text overflow, or dark mode; also when hard-coded colors/paddings spread across widgets, or every new screen re-invents its own styling.
Thinking Kernel
Use when working in a technical domain with no existing playbook, writing new coding guidelines / review criteria / checklists from scratch, judging whether a verification method actually proves a claim (test passed but does it count?), or when repeated fixes keep failing and the direction feels wrong. Domain-agnostic reasoning moves that generate concrete decision criteria for any field — not tied to any language or framework.
Quick start
- Choose your skills. Select individual skills above, or choose the entire pack.
- Copy the install prompt. Use Copy install prompt above the list.
- Send it to your agent. Paste into your coding agent’s chat. Your agent reviews the source and guides the setup.
Try it with your agent
After installation, start with a request like:
Use the Backend Server Playbook skill to help with my task.
Ask me for the context you need before getting started.Requirements & license
- A coding agent that can access your project files and install skills.
- Your agent checks each skill’s instructions, dependencies, and permissions during setup.
- Reported license for the skills shown: MIT. The author’s terms apply.