How do I install the Delegate To AI skill?

Run npx skillmds@latest add tomevault-io/delegate-to-ai in your terminal (requires Node.js), paste this page's agent-chat prompt into Claude, Cursor, or any MCP-connected agent, or download the SKILL.md file and copy it into your agent's skills directory.

Is Delegate To AI safe to use?

This skill has not completed SkillMD's automated safety review yet. Independent scanners report: SkillSpector: PASS, Skill Scanner: PASS. SkillMD never runs a skill's scripts for you; review the SKILL.md before installing.

Which AI agents work with Delegate To AI?

This skill is tagged as working with Claude Code, Claude.ai, OpenAI Codex. SKILL.md is an open format, so most agents that read a skills directory can load it too.

Is Delegate To AI free to use?

Yes. Installing skills from SkillMD is free, and the skill stays under its author's original license.

Who published Delegate To AI?

tomevault-io (@tomevault-io) published this skill. Their other Agent Skills are listed on their SkillMD profile.

Delegate To AI by tomevault-io — Agent Skill

Name: Delegate To AI
Author: tomevault-io

File contents

Delegate to External AI

Routes tasks to specialized models based on task type and constraints using PAL MCP tools.

When to Delegate

Delegate when Claude is not the best tool:

Large context (1M+ tokens) -> Gemini 3 Pro via PAL chat tool
Math/reasoning -> DeepSeek R1 via PAL chat tool
Private/offline -> Local Ollama via PAL chat tool
Code review consensus -> Multi-model via PAL consensus tool
Architecture planning -> Claude Opus or Gemini via PAL planner tool

PAL MCP Tools

chat - Single model for straightforward tasks
clink - Parallel queries across multiple models
consensus - Multi-model agreement for critical decisions
codereview - Structured code review with multiple perspectives
planner - Architecture and design planning
precommit - Quick validation before committing

Workflow

Identify task type (research, coding, review, architecture, planning)
Select PAL MCP tool based on type and constraints
Execute via Task tool with appropriate agent subtype
Synthesize results if using multi-model tools

Model Routing

Task Type	Cloud Model	Local Model	PAL Tool
Research	Gemini 3 Pro	qwen3-next:80b	`chat`, `clink`
Complex Coding	Claude Opus	qwen3-coder:30b	`codereview`
Fast Tasks	Claude Sonnet	qwen3-next:latest	`chat`
Code Review	Multi-model	deepseek-r1:70b	`consensus`
Architecture	Claude Opus	qwen3-next:80b	`planner`

Local-Only Mode

When localOnlyMode is enabled or --local flag is passed, all tasks route to Ollama models. No cloud API calls are made.

Related Skills

auto-maintain (ai-delegation)

Converted and distributed by TomeVault — claim your Tome and manage your conversions.

---name: delegate-to-aidescription: Route tasks to external AI models via PAL MCP tools Use when this capability is needed.---# Delegate to External AIRoutes tasks to specialized models based on task type and constraints using PAL MCP tools.## When to DelegateDelegate when Claude is not the best tool:- **Large context** (1M+ tokens) -> Gemini 3 Pro via PAL `chat` tool- **Math/reasoning** -> DeepSeek R1 via PAL `chat` tool- **Private/offline** -> Local Ollama via PAL `chat` tool- **Code review consensus** -> Multi-model via PAL `consensus` tool- **Architecture planning** -> Claude Opus or Gemini via PAL `planner` tool## PAL MCP Tools- **`chat`** - Single model for straightforward tasks- **`clink`** - Parallel queries across multiple models- **`consensus`** - Multi-model agreement for critical decisions- **`codereview`** - Structured code review with multiple perspectives- **`planner`** - Architecture and design planning- **`precommit`** - Quick validation before committing## Workflow1. **Identify task type** (research, coding, review, architecture, planning)2. **Select PAL MCP tool** based on type and constraints3. **Execute via Task tool** with appropriate agent subtype4. **Synthesize results** if using multi-model tools## Model Routing| Task Type | Cloud Model | Local Model | PAL Tool || --- | --- | --- | --- || Research | Gemini 3 Pro | qwen3-next:80b | `chat`, `clink` || Complex Coding | Claude Opus | qwen3-coder:30b | `codereview` || Fast Tasks | Claude Sonnet | qwen3-next:latest | `chat` || Code Review | Multi-model | deepseek-r1:70b | `consensus` || Architecture | Claude Opus | qwen3-next:80b | `planner` |## Local-Only ModeWhen `localOnlyMode` is enabled or `--local` flag is passed, all tasks route to Ollama models.No cloud API calls are made.## Related Skills- auto-maintain (ai-delegation)---> Converted and distributed by [TomeVault](https://tomevault.io/claim/jacobpevans) — claim your Tome and manage your conversions.

Frequently asked questions

Delegate To AI