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AI Agent & Automation Workflows

Skill pack
7 skills0 selected
v1truv1usSkills in this pack

Build Gemini-backed agent workflows and adapters. Use for Google Gemini API/ADK-style runners, Gemini CLI workflow parity, tool calling, structured outputs, or adding a Gemini variant beside Cursor/OpenCode/Claude runners.

English

Recursively initialize AGENTS.md in monorepo subdirectories with smart detection. Creates hierarchical agent context files with proper linking to root CLAUDE.md and parent AGENTS.md. Use for setting up multi-package projects, microservices, or any project with important subdirectories that need AI agent guidance.

English

Apply when tempted to ask 'should I do X?' on reversible work.

English

Apply after completing a task, before declaring done. Verify against the real artifact, not a proxy or self-report.

English

Transform prompts into structured TCRO format with phase-specific clarification. Automatically invoked by /ai-eng/research, /ai-eng/plan, /ai-eng/work, and /ai-eng/spec commands. Use when refining vague prompts, structuring requirements, or enhancing user input quality before execution.

English

Remove AI-generated filler, repetition, inflated language, and redundant comments while preserving meaning.

English

Run an extremely strict security audit for auth flaws, injection vectors, secrets exposure, broken access control, and boundary validation failures. Use for a thermo-nuclear security review, thermonuclear security audit, or especially harsh security review.

English

Includes Gemini Agent SDK, Monorepo Initialization, Principle Never Block on the Human, and other workflows.

Install with
Claude CodeCodexCursorGitHub CopilotGemini CLI

Supported by the Atlas install prompt. Skill-specific requirements vary.

Pack stats

Skills7CategorygeneralStars0

What’s included

Gemini Agent SDK

Build Gemini-backed agent workflows and adapters. Use for Google Gemini API/ADK-style runners, Gemini CLI workflow parity, tool calling, structured outputs, or adding a Gemini variant beside Cursor/OpenCode/Claude runners.

Monorepo Initialization

Recursively initialize AGENTS.md in monorepo subdirectories with smart detection. Creates hierarchical agent context files with proper linking to root CLAUDE.md and parent AGENTS.md. Use for setting up multi-package projects, microservices, or any project with important subdirectories that need AI agent guidance.

Principle Never Block on the Human

Apply when tempted to ask 'should I do X?' on reversible work. Proceed, present the result, let the human course-correct after the fact; reserve confirmation for irrevers

Principle Prove It Works

Apply after completing a task, before declaring done. Verify against the real artifact, not a proxy or self-report.

Prompt Refinement

Transform prompts into structured TCRO format with phase-specific clarification. Automatically invoked by /ai-eng/research, /ai-eng/plan, /ai-eng/work, and /ai-eng/spec commands. Use when refining vague prompts, structuring requirements, or enhancing user input quality before execution.

Text Cleanup

Remove AI-generated filler, repetition, inflated language, and redundant comments while preserving meaning.

Thermo Nuclear Security Review

Run an extremely strict security audit for auth flaws, injection vectors, secrets exposure, broken access control, and boundary validation failures. Use for a thermo-nuclear security review, thermonuclear security audit, or especially harsh security review.

Quick start

  1. Choose your skills. Select individual skills above, or choose the entire pack.
  2. Copy the install prompt. Use Copy install prompt above the list.
  3. 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:

Example request
Use the Gemini Agent SDK 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.
AI Agent & Automation Workflows | Agent Skills Atlas