autonomous-ai-agents

Route tasks to sub-skills for multi-agent coding delegation and AI platform outreach.

6|1|Updated May 11, 2026
One-click install
npx skills add https://github.com/yakeworld/Synthos --skill autonomous-ai-agents-yakeworld
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: autonomous-ai-agents
Source: https://github.com/yakeworld/Synthos/tree/main/skills/extended/external-automation/automation-skills/autonomous-ai-agents
Command: npx skills add https://github.com/yakeworld/Synthos --skill autonomous-ai-agents-yakeworld

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve? Coordinating multiple autonomous AI agents (coding CLIs, social connectors) requires knowing which agent handles which task; this Skill acts as a parent routing index that validates requests against an IO contract and delegates them to the correct sub-skill without duplicating execution logic. ## Core Features & Use Cases - Sub-skill routing index: Maintains a registry of six sub-skills (ai-outreach, claude-code, codex, hermes-agent, moltbook-connector, opencode) discoverable via the Hermes skill loading mechanism. - Contract-validated delegation: Checks input types, ranges, and formats against the IO contract before delegating, rejecting unknown sub-skills or empty requests with contextual recovery hints. - Golden test set: Ships executable routing test cases covering normal delegation and error paths (unknown sub-skill, contract violation). - Use Case: A user asks to fix a bug with Claude Code; the parent skill validates the request, routes to the claude-code sub-skill, and never executes coding logic itself. ## Quick Start Ask the agent to handle a coding or outreach task and it will validate the request and delegate it to the matching sub-skill such as codex, claude-code, or ai-outreach.

Frequently Asked Questions about autonomous-ai-agents

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I delegate a coding task to Claude Code or Codex CLI?

Call the sub-skill by name through the Hermes skill loading mechanism, for example skill_view(name='claude-code'). The parent skill only indexes and routes; actual execution happens inside the sub-skill such as codex, claude-code, or opencode.

What sub-skills are available for autonomous AI agent orchestration?

Six sub-skills are registered: ai-outreach for AI platform signal publishing, claude-code and codex for coding delegation, opencode for lightweight one-shot scripts, hermes-agent for the runtime, and moltbook-connector for the Moltbook social network.

Codex vs OpenCode vs Claude Code: which coding agent should I use?

Codex CLI is the primary coding agent for complex multi-file tasks and uses the OpenAI Responses API. OpenCode is only for very lightweight one-shot scripts using chat/completions. Claude Code handles features, PRs, refactoring, and reviews via its own CLI.

What happens when an unknown sub-skill name is requested?

The request is rejected with an unknown_subskill error that includes the original context and a recovery hint. The parent skill never fabricates a route or executes unverified code for unrecognized sub-skill names.

Why does Codex fail when run outside a git repository?

Codex CLI refuses to run outside a git repository by design. Create a temporary repo with git init in a scratch directory or run inside an existing repository before invoking codex exec.