Skip to main content

aim-model-dispatch

Select the appropriate LLM model for each agent based on task complexity and role

Jump to install

Source facts

Repository
Hidden-History/ai-memory
Last source activity
August 2, 2026 at 01:05
Detected SKILL.md language
English
Stars
41
Forks
5

Install options

The review-first prompt is selected by default. You can switch to a direct command or download a local copy.

Review the source files

Read SKILL.md and any companion files shown by SkillsMP before deciding whether to install.

File Explorer
68 files

Showing SKILL.md

SKILL.md
Source instructions · Read-only preview
name
aim-model-dispatch
description
Select the appropriate LLM model for each agent based on task complexity and role
allowed-tools
Read
# Model Dispatch -- Model Selection and Provider Routing **Purpose**: Select the appropriate LLM model and route to the correct provider workflow. Called by /aim-agent-dispatch and /aim-agent-lifecycle. --- ## Model Selection ### By Complexity | Complexity | Model | |------------|-------| | Straightforward / Moderate | Sonnet | | Significant / Complex / Architectural | Opus | ### Role-Based Defaults | Agent Role | Default | Override When | |------------|---------|---------------| | DEV (implementation) | Sonnet | Opus if architectural changes or complex refactoring | | Code review | Sonnet | Opus if reviewing architectural decisions | | Analyst | Sonnet | Opus if deep architectural analysis | | PM | Sonnet | Opus if complex domain modeling | | Architect | Opus | Already at highest tier | | SM, UX Designer | Sonnet | Standard for all work | | Generic agent | Sonnet | Opus if task requires deep reasoning | ### Override Rules 1. **User override**: User preference always wins. 2. **Failed fix escalation**: After loop count > 1, consider upgrading to Opus. 3. **Haiku**: Only for simple, high-volume parallel tasks (file scanning, grep-and-report). Never for implementation, review, or planning. 4. **Cost awareness**: Use Opus when reasoning depth justifies the cost, not as default. 5. **Non-Claude providers**: Reasoning tier (Opus/Sonnet/Haiku) maps to equivalent model on the selected provider. --- ## Provider Routing ### Path 1: Claude Native **MANDATORY** for opus, sonnet, haiku -- use the Claude Code native parallel system. → [`workflows/claude-native/workflow.md`]({skills_path}/aim-model-dispatch/workflows/claude-native/workflow.md) ### Path 2: Non-Claude Providers | Provider | Workflow | |----------|----------| | openrouter, ollama, gemini, deepseek, groq, cerebras, mistral, openai, vertex-ai, siliconflow | [`tmux-dispatch`]({skills_path}/aim-model-dispatch/workflows/tmux-dispatch/workflow.md) or [`bmad-dispatch`]({skills_path}/aim-model-dispatch/workflows/bmad-dispatch/workflow.md) | | api (image/audio/video) | [`api-dispatch`]({skills_path}/aim-model-dispatch/workflows/api-dispatch/workflow.md) | --- ## Framework All sub-workflows, references, scripts, wrappers, and evals are in: `{skills_path}/aim-model-dispatch/`
View on GitHub