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AI Agent & Automation Workflows

Skill pack
13 skills0 selected
claude-worldSkills in this pack

Validate custom agent file format and structure. Use after creating or editing an agent, before committing agent changes, or when an agent fails to load.

English

Generate custom agent from template. Use when creating a new subagent from scratch, or scaffolding an agent file with correct frontmatter.

English

TDD-based autonomous development loop with checkpoint recovery and observability…

English

Track development session events in a daily markdown changelog, including file changes, test results, and key decisions.

English

Verify the development environment is ready for Director Mode: claude CLI, git, python3, jq, project runtime, and installed skills/agents/hooks. Use after installation, when hooks or skills misbehave, or when the user runs /check-environment.

English

Self-Evolving Development Loop - Dynamic skill generation with learning and…

English

Deeply scope a problem before coding: parallel Explore agents map related files, similar implementations, and test patterns, producing a problem definition, boundaries, and minimal implementation plan. Use when planning a feature, investigating a bug, or entering an unfamiliar codebase area.

English

Delegate tasks to other authorized Claude Code instances (separate accounts/profiles like claude-z-1, claude-z-2) via headless claude -p. Use when you need parallel execution on a second account's quota, account isolation, or background workers that don't consume this session's context.

English

Delegate long-context analysis, research, and large-document summarization to Google Gemini CLI (1M-token context) via non-interactive gemini -p, preserving Claude context. Use when the user says 'use gemini'/'hand off to gemini' or a task needs 100K+ tokens of context.

English

Generate hook script from template. Use when adding a new hook, wiring a PreToolUse/PostToolUse/Stop/Notification hook, or scaffolding hook config for settings.json.

English

Validate hooks configuration and scripts. Use after adding or editing hooks in settings.json, before committing hook changes, or when a hook fails to fire.

English

Automatically routes tasks to external AI CLIs (Codex or Gemini) when more efficient. No manual commands needed - routing decisions are made automatically based on task type.

English

Validate MCP configuration and suggest improvements. Use when MCP servers fail to load, after editing .mcp.json, or when the user runs /mcp-check.

English

Includes Agent Check, Agent Template, Changelog Observer, and other workflows.

Install with
Claude CodeCodexCursorGitHub CopilotGemini CLI

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

Pack stats

Skills13CategorygeneralStars0

What’s included

Agent Check

Validate custom agent file format and structure. Use after creating or editing an agent, before committing agent changes, or when an agent fails to load.

Agent Template

Generate custom agent from template. Use when creating a new subagent from scratch, or scaffolding an agent file with correct frontmatter.

Auto Loop

TDD-based autonomous development loop with checkpoint recovery and observability changelog

Changelog Observer

Track development session events in a daily markdown changelog, including file changes, test results, and key decisions.

Check Environment

Verify the development environment is ready for Director Mode: claude CLI, git, python3, jq, project runtime, and installed skills/agents/hooks. Use after installation, when hooks or skills misbehave, or when the user runs /check-environment.

Evolving Loop

Self-Evolving Development Loop - Dynamic skill generation with learning and evolution

Focus Problem

Deeply scope a problem before coding: parallel Explore agents map related files, similar implementations, and test patterns, producing a problem definition, boundaries, and minimal implementation plan. Use when planning a feature, investigating a bug, or entering an unfamiliar codebase area.

Handoff Claude

Delegate tasks to other authorized Claude Code instances (separate accounts/profiles like claude-z-1, claude-z-2) via headless claude -p. Use when you need parallel execution on a second account's quota, account isolation, or background workers that don't consume this session's context.

Handoff Gemini

Delegate long-context analysis, research, and large-document summarization to Google Gemini CLI (1M-token context) via non-interactive gemini -p, preserving Claude context. Use when the user says 'use gemini'/'hand off to gemini' or a task needs 100K+ tokens of context.

Hook Template

Generate hook script from template. Use when adding a new hook, wiring a PreToolUse/PostToolUse/Stop/Notification hook, or scaffolding hook config for settings.json.

Hooks Check

Validate hooks configuration and scripts. Use after adding or editing hooks in settings.json, before committing hook changes, or when a hook fails to fire.

Interop Router

Automatically routes tasks to external AI CLIs (Codex or Gemini) when more efficient. No manual commands needed - routing decisions are made automatically based on task type.

MCP Check

Validate MCP configuration and suggest improvements. Use when MCP servers fail to load, after editing .mcp.json, or when the user runs /mcp-check.

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 Agent Check 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