Agents

Organization

claude-world

agents

List all available agents (core, expert, self-evolving). Use when the user asks what agents are available or runs /agents.

Overview

Publisher	claude-world
Repository	`director-mode-lite`
Skill name	`agents`
Stars	80
Forks	10
Bundled files	Instructions only
License	MIT
Links	Skill source Repository Homepage

Markdown instructions
A SKILL.md file the model loads on demand, so it only costs tokens when a request actually matches.
Works with any LLM
AI skills are plain Markdown, not provider-specific code, so this works with GPT, Claude, Gemini, Grok, or a local model.
Self-contained
Everything the model needs lives in the instructions — no extra files to sync.
Open source
Published by claude-world on GitHub. Read the source before you install it.

Installation

Install the Agents AI skill in TypingMind to use it with any LLM, or drop it into another agent that reads SKILL.md.

Install in TypingMind

TypingMind installs a skill straight from its GitHub folder — it reads SKILL.md, bundles the resource files, and stores the result locally.

Open the app and go to Plugins → Skills.
Choose "Install from GitHub".
Paste the skill folder URL below and confirm.
https://github.com/claude-world/director-mode-lite/tree/main/skills/agents
Enable the skill in any chat where you want it available.

Plugins → Skills → Add skill → From GitHub URL, then paste the folder URL and press Continue.

Install in another agent

Any agent that reads the Agent Skills format can use this skill — copy the folder into that agent's skills directory.

Claude Code — .claude/skills

git clone --depth 1 https://github.com/claude-world/director-mode-lite.git /tmp/director-mode-lite
mkdir -p .claude/skills
cp -r /tmp/director-mode-lite/skills/agents .claude/skills/agents

Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Agents in any TypingMind chat and the model takes it from there. Its name and description sit in the system prompt, and the moment a request matches, the model loads the full instructions itself — you never invoke it by hand, and it costs no tokens until it is actually used.

The model loads Agents on its own as soon as a request matches it.

Works with any AI model

AI skills are plain Markdown instructions rather than provider-specific code, so Agents is not tied to the model it was written for. Install it once in TypingMind and use it with GPT-5, Claude, Gemini, Grok, DeepSeek, Mistral, Llama, or a local model you run yourself — all on your own API keys.

Loaded only when it is needed
The system prompt carries just the name and description. The instructions are fetched on the first matching request, so an idle skill costs nothing.
Switch models mid-chat
Because the skill is instructions rather than code, changing model does not break it — the next model reads the same SKILL.md.

Skill instructions

This is the SKILL.md content the model loads. Read it before installing — a skill is instructions your model will follow.

Available Agents

List all agents available in Director Mode Lite.

Core Agents

Agent	Purpose
`code-reviewer`	Reviews code for quality, security, and best practices after changes or on PRs
`debugger`	Root-cause analysis for errors, test failures, and unexpected behavior
`doc-writer`	Creates and maintains README, API docs, and code comments

Expert Agents

Agent	Purpose
`claude-md-expert`	CLAUDE.md design patterns, best practices, and project configuration
`mcp-expert`	MCP server configuration, troubleshooting, and discovery
`agents-expert`	Creating, configuring, and using custom agents
`skills-expert`	Creating, configuring, and managing custom skills and commands
`hooks-expert`	Designing and troubleshooting PreToolUse/PostToolUse hooks

Self-Evolving Agents

Used by /evolving-loop to run the autonomous development cycle.

Agent	Purpose
`evolving-orchestrator`	Coordinates the loop phases and manages memory; returns brief summaries
`requirement-analyzer`	Extracts acceptance criteria, complexity, and implementation strategy
`skill-synthesizer`	Generates tailored executor, validator, and fixer skills
`completion-judge`	Evaluates validation results and decides continue / evolve / ship
`experience-extractor`	Analyzes successes and failures to extract improvement suggestions
`skill-evolver`	Applies learning insights to produce improved skill versions

How Agents Work

Auto-activate based on context
Follow specific methodologies
Provide structured output
Can be explicitly invoked

Using Agents


"Use code-reviewer to check src/auth/"
"I need the debugger - tests are failing"
"Have doc-writer update the API docs"

Creating Custom Agents

markdown
---
name: my-agent
description: What this agent does, and when to use it
color: blue
tools:
  - Read
  - Grep
  - Glob
  - Bash
model: sonnet
---

# Agent Name

## When to Activate
## Process
## Output Format

Save to .claude/agents/my-agent.md

Frequently asked questions

What does the Agents AI skill do?

List all available agents (core, expert, self-evolving). Use when the user asks what agents are available or runs /agents.

Why use Agents on TypingMind?

Because you install it once and use it with any model. Agents is plain Markdown rather than provider-specific code, so the same skill runs on GPT-5, Claude, Gemini, Grok, or a local model — and you can switch model mid-chat without it breaking. TypingMind runs on your own API keys, so you pay providers directly instead of a per-seat subscription, and your skills and chats stay in your own storage.

How do I install Agents in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/claude-world/director-mode-lite/tree/main/skills/agents. TypingMind reads its SKILL.md and installs it as a skill you can enable per chat.

Which AI models can use Agents?

Any model you connect in TypingMind. AI skills are plain Markdown instructions rather than provider-specific code, so GPT, Claude, Gemini, Grok, and local models can all load this skill when a request matches it.

How many AI models can I use with Agents?

As many as you like. As long as a model supports skills, you can use Agents with it — GPT, Claude, Gemini, Grok, DeepSeek, Mistral, Llama and more — all on TypingMind with your own API keys.

Is the Agents AI skill free?

Yes. It is published on GitHub by claude-world under the MIT license. You only pay your own AI provider for the tokens you use.

What are AI skills?

An AI skill is a reusable instruction bundle that teaches an AI model how to do one specific task. It follows the open Agent Skills format: a SKILL.md file with a name and description, plus any scripts, templates or reference files the model may need. The model reads the instructions only when your request matches the skill, so an installed skill costs nothing until it is used.

How are AI skills different from plugins or MCP servers?

A plugin or MCP server gives a model new tools to call — code that runs somewhere and returns a result. An AI skill gives the model knowledge and process instead: how to approach a task, which steps to follow, what good output looks like. Skills are plain Markdown, so they need no server, no API key and no runtime, and they work with any model.

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Overview

Installation

Install in TypingMind

Install in another agent

Use it in TypingMind

Works with any AI model

Skill instructions

Available Agents

Core Agents

Expert Agents

Self-Evolving Agents

How Agents Work

Using Agents

Creating Custom Agents

Frequently asked questions

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