delegate-to-ai

delegate-to-ai is a skill for Claude Code from dryvist/claude-code-plugins. It costs 24 tokens per session (248 once invoked), scanned A, original, Apache-2.0.

A task-routing guide that chooses between Claude subagents, Codex, or a local MLX model based on the kind of work and privacy needs. A subagent is a separate AI worker handling part of a task.

In plain words
What is it for?
Use it to route implementation and planning, adversarial reviews, consensus work, or private and offline tasks.
Why use it?
It helps avoid sending every task to the same model, especially when you need an independent review or must keep data offline.

Skill for Claude Code

Written for Claude Code: shipped in a Claude Code plugin. Also seen: mentions subagents.

Part of the ai-delegation plugin — 7 skills shipped together

Good fit Use it to route implementation and planning, adversarial reviews, consensus work, or private and offline tasks.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/dryvist/claude-code-plugins/delegate-to-ai
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add dryvist/claude-code-plugins --skill delegate-to-ai
Clone the repo
git clone --depth 1 https://github.com/dryvist/claude-code-plugins

Made for: Claude Code.

Or install ai-delegation, the plugin that ships this one along with the rest of its 7 skills.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for delegate-to-ai

README.md
[![agentmods](https://agentmods.dev/badge/skills/dryvist/claude-code-plugins/delegate-to-ai/github.svg)](https://agentmods.dev/skills/dryvist/claude-code-plugins/delegate-to-ai)
Your own site
<a href="https://agentmods.dev/skills/dryvist/claude-code-plugins/delegate-to-ai"><img src="https://agentmods.dev/badge/skills/dryvist/claude-code-plugins/delegate-to-ai/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for delegate-to-ai

Your own site · 80×15
<a href="https://agentmods.dev/skills/dryvist/claude-code-plugins/delegate-to-ai"><img src="https://agentmods.dev/badge/skills/dryvist/claude-code-plugins/delegate-to-ai.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 24 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 248 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00024 $0.00248
Opus 5.5 $0.00010 $0.00099
Sonnet 5.5 $0.00005 $0.00050
Haiku 4.5 $0.00002 $0.00025

Measured 10d ago against content hash 7da3be9cc24e, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

delegate-to-ai scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 10d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

ai-delegation/skills/delegate-to-ai/SKILL.md · 33 lines

What it actually says

Delegate to AI

Use these checks before handing work to another executor.

Prepare the task

Classify the task and its content before choosing an executor. Never send secrets, credentials, private data, or other sensitive material to a third-party executor.

Give the executor a bounded scope, the exact inputs it may use, and clear acceptance criteria. Do not delegate authority to merge changes or make security decisions.

Verify the result

Treat every delegated result as untrusted. Inspect the exact artifact: review the diff, confirm the expected commit or result SHA, and check factual claims against the source material. Re-run the acceptance criteria before handoff.

The trusted caller keeps merging and security decisions.

  • local-subagents (ai-delegation) — choose and call a local or low-cost model.
  • multi-model-review (ai-delegation) — request independent review and synthesize findings.
  • For the maintainer's own setup, use jpe-ai-delegation:delegation-ladder.
Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 10d ago Changed · -135 lines · -18 tokens per session 7da3be9cc24e
  2. 12d ago Changed · +33 lines · +11 tokens per session 3a0b7b717cd7
  3. 13d ago Changed · +2 lines · +1 tokens per session be0f9792bbc8
  4. 15d ago Changed · +1 lines · -4 tokens per session becb50c007a8
  5. 20d ago Changed · +62 lines · +4 tokens per session 2f2b48580d7d
  6. 1mo ago Changed · +7 lines 85da5327ab98
  7. 1mo ago Changed · -27 lines 5a236c18c94a
  8. 1mo ago Changed · +15 lines 724c8f064671
  9. 1mo ago First seen · 75 lines · 30 tokens per session scan A c7a22acca051

Subscribe to this mod's changes

delegate-to-ai is a skill published in the GitHub repository dryvist/claude-code-plugins (3 stars, last pushed today), licensed Apache-2.0. It adds 24 tokens to every session and 248 once invoked, about $0.0001 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.

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