TypingMindTypingMindThe best frontend for AI
Aiwg Steward Routing Reference logo

Aiwg Steward Routing Reference

Community
jmagly
aiwg-steward-routing-reference

Tier-3 steward routing reference lookup for full CLI tables, deploy paths, issue/project-local routing, orchestration routes, diagnostics, and provider capability examples

Overview

Publisherjmagly
Repositoryaiwg
Skill nameaiwg-steward-routing-reference
Stars
225
Forks
34
Bundled files
Instructions only
LicenseMIT
Links
Skill sourceRepositoryHomepage
  • Markdown instructions

    A SKILL.md file the model loads on demand, so it only costs tokens when a request actually matches.

  • Works with any LLM

    AI skills are plain Markdown, not provider-specific code, so this works with GPT, Claude, Gemini, Grok, or a local model.

  • Self-contained

    Everything the model needs lives in the instructions — no extra files to sync.

  • Open source

    Published by jmagly on GitHub. Read the source before you install it.

Installation

Install the Aiwg Steward Routing Reference AI skill in TypingMind to use it with any LLM, or drop it into another agent that reads SKILL.md.

1

Install in TypingMind

TypingMind installs a skill straight from its GitHub folder — it reads SKILL.md, bundles the resource files, and stores the result locally.

  1. Open the app and go to Plugins → Skills.
  2. Choose "Install from GitHub".
  3. Paste the skill folder URL below and confirm.
    https://github.com/jmagly/aiwg/tree/main/agentic/code/addons/aiwg-utils/skills/aiwg-steward-routing-reference
  4. Enable the skill in any chat where you want it available.
Plugins → Skills → Add skill → From GitHub URL, then paste the folder URL and press Continue.
2

Install in another agent

Any agent that reads the Agent Skills format can use this skill — copy the folder into that agent's skills directory.

Claude Code — .claude/skills
git clone --depth 1 https://github.com/jmagly/aiwg.git /tmp/aiwg
mkdir -p .claude/skills
cp -r /tmp/aiwg/agentic/code/addons/aiwg-utils/skills/aiwg-steward-routing-reference .claude/skills/aiwg-steward-routing-reference
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Aiwg Steward Routing Reference in any TypingMind chat and the model takes it from there. Its name and description sit in the system prompt, and the moment a request matches, the model loads the full instructions itself — you never invoke it by hand, and it costs no tokens until it is actually used.

The model loads Aiwg Steward Routing Reference on its own as soon as a request matches it.

Works with any AI model

AI skills are plain Markdown instructions rather than provider-specific code, so Aiwg Steward Routing Reference is not tied to the model it was written for. Install it once in TypingMind and use it with GPT-5, Claude, Gemini, Grok, DeepSeek, Mistral, Llama, or a local model you run yourself — all on your own API keys.

  • Loaded only when it is needed

    The system prompt carries just the name and description. The instructions are fetched on the first matching request, so an idle skill costs nothing.

  • Switch models mid-chat

    Because the skill is instructions rather than code, changing model does not break it — the next model reads the same SKILL.md.

Skill instructions

This is the SKILL.md content the model loads. Read it before installing — a skill is instructions your model will follow.

AIWG Steward Routing Reference

Tier-3 reference for aiwg-steward. Use this only after the Tier-1 steward definition or steward-quickref points here.

Read the full reference at:

agentic/code/addons/aiwg-utils/docs/agent-examples/aiwg-steward-routing-reference.md

Contains

  • Tier-2 / Tier-3 loading protocol.
  • Setup repair and cleanup routing: status --probe, doctor, refresh, use, regenerate, index rebuild/sync, and provider reload boundaries.
  • Issue workflow routing: issue-workflow-guide, issue-audit, address-issues, and aiwg-issue boundaries.
  • Project-local authoring routing: aiwg new-bundle, aiwg new-extension, aiwg new-provider, and customization docs.
  • Kernel-pivot deploy model and provider deploy paths.
  • $AIWG_ROOT readability diagnostic and per-project-copy fallback.
  • Full CLI toolset table.
  • Command routing examples and invocation patterns.
  • Catalog search by capability.
  • Orchestration and loop routing, including /goal, /aiwg-mission, cross-stack Mission, runtime:<name>, activity-log, and best-output.

If this reference contradicts current CLI output, retry once with a broader discover phrase, run the steward repair ladder for stale discovery when appropriate, then file an AIWG correction issue with the stale target and observed command output.

References

  • [[steward-quickref]]
  • [[aiwg-steward worked examples]]
  • @$AIWG_ROOT/agentic/code/addons/aiwg-utils/docs/agent-examples/aiwg-steward-routing-reference.md

Frequently asked questions

What does the Aiwg Steward Routing Reference AI skill do?

Tier-3 steward routing reference lookup for full CLI tables, deploy paths, issue/project-local routing, orchestration routes, diagnostics, and provider capability examples

Why use Aiwg Steward Routing Reference on TypingMind?

Because you install it once and use it with any model. Aiwg Steward Routing Reference is plain Markdown rather than provider-specific code, so the same skill runs on GPT-5, Claude, Gemini, Grok, or a local model — and you can switch model mid-chat without it breaking. TypingMind runs on your own API keys, so you pay providers directly instead of a per-seat subscription, and your skills and chats stay in your own storage.

How do I install Aiwg Steward Routing Reference in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/jmagly/aiwg/tree/main/agentic/code/addons/aiwg-utils/skills/aiwg-steward-routing-reference. TypingMind reads its SKILL.md and installs it as a skill you can enable per chat.

Which AI models can use Aiwg Steward Routing Reference?

Any model you connect in TypingMind. AI skills are plain Markdown instructions rather than provider-specific code, so GPT, Claude, Gemini, Grok, and local models can all load this skill when a request matches it.

How many AI models can I use with Aiwg Steward Routing Reference?

As many as you like. As long as a model supports skills, you can use Aiwg Steward Routing Reference with it — GPT, Claude, Gemini, Grok, DeepSeek, Mistral, Llama and more — all on TypingMind with your own API keys.

Is the Aiwg Steward Routing Reference AI skill free?

Yes. It is published on GitHub by jmagly under the MIT license. You only pay your own AI provider for the tokens you use.

What are AI skills?

An AI skill is a reusable instruction bundle that teaches an AI model how to do one specific task. It follows the open Agent Skills format: a SKILL.md file with a name and description, plus any scripts, templates or reference files the model may need. The model reads the instructions only when your request matches the skill, so an installed skill costs nothing until it is used.

How are AI skills different from plugins or MCP servers?

A plugin or MCP server gives a model new tools to call — code that runs somewhere and returns a result. An AI skill gives the model knowledge and process instead: how to approach a task, which steps to follow, what good output looks like. Skills are plain Markdown, so they need no server, no API key and no runtime, and they work with any model.

Related AI Skills

View all
anthropics logo

Claude Opus 4 5 Migration

anthropics
OrganizationPopular

Migrate prompts and code from Claude Sonnet 4.0, Sonnet 4.5, or Opus 4.1 to Opus 4.5. Use when the user wants to update their codebase, prompts, or API calls to use Opus 4.5. Handles model string…

23.8K
146.3K
2 files
View
vercel logo

Deploy Release Test

vercel
OrganizationPopular

Validate a commit-specific Next.js preview package and manually trigger the entire Next.js deployment test suite through the test_e2e_deploy_release.yml GitHub Actions workflow. Use only when asked to…

34.7K
143.1K
1 files
View
vercel logo

Insight Error Page

vercel
OrganizationPopular

Write or audit an insight-kind error page for the Next.js dev overlay. Use when creating a new `errors/<slug>.mdx` page, auditing an existing one, or checking that a page matches the framework fix…

34.7K
143.1K
Instructions
View
Shubhamsaboo logo

Mcp Apps Builder

Shubhamsaboo
CommunityPopular

**MANDATORY for ALL MCP server work** - mcp-use framework best practices and patterns. **READ THIS FIRST** before any MCP server work, including: - Creating new MCP servers - Modifying existing MCP…

20.6K
140.4K
18 files
View

Set up your own AI workspace now

Get notified about new features and future giveaways by subscribing to our newsletter 👇