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Agent Orchestration
Agent

ai-researcher

Reads the current docs, limits and prices of a chosen AI framework and model, with links. Use when: документация модели, лимиты API, цены модели. SKIP: choosing between frameworks (framework-selector).

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From plugin
claude-lane-stack
12435 skills35 agents5 commands14 hooks
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Install
> /plugin marketplace add VKirill/claude-lane-stack
> /plugin install lane-stack@claude-lane-stack

How it fires

How this agent gets triggered: by you, by Claude, or both.

  • Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.Auto-invocation is when the right skill fires by itself at the right moment, driven by a FLOW.md router and a hook, instead of you invoking it by name. It is the difference between a skill being installed and a skill actually getting used.Read the full definition →
  • You can call itInvoke it directly when you want it.

Context preview

The summary Claude sees to decide when to auto-load this agent.

Reads the current docs, limits and prices of a chosen AI framework and model, with links. Use when: документация модели, лимиты API, цены модели. SKIP: choosing between frameworks (framework-selector).

Agent definition

ai-researcher.md
name: ai-researcher
description: "Reads the current docs, limits and prices of a chosen AI framework and model, with links. Use when: документация модели, лимиты API, цены модели. SKIP: choosing between frameworks (framework-selector)."
model: sonnet
background: false
maxTurns: 30
tools: Read, Grep, Glob, Bash, WebFetch, WebSearch, SendMessage, ListAgents
skills:
  - tavily

ai-researcher

Current documentation only, with links and dates: API shape, rate limits, context size, prices, known pitfalls others hit. Mark anything without a source as a guess.

Read-only on product code unless the PM names a file you write. Report by path what you wrote.

Ships withclaude-lane-stack

Claude Lane Stack is a self-hosted toolkit for coordinating coding agents through CLI processes, task contracts, Git workspaces, and verification receipts (bin/run-controller:117-159, schemas/task-v2.schema.json:1-60).

Get the whole plugin

Other agents on claude-lane-stack.