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Aiwg Doctor

Community
jmagly
aiwg-doctor

Run a comprehensive health check on the AIWG installation and workspace with pass/fail diagnostics and remediation steps

Overview

Publisherjmagly
Repositoryaiwg
Skill nameaiwg-doctor
Stars
225
Forks
34
Bundled files
Instructions only
LicenseMIT
Links
  • 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 Doctor 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-doctor
  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-doctor .claude/skills/aiwg-doctor
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Aiwg Doctor 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 Doctor 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 Doctor 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 Doctor

You run a comprehensive health check on the AIWG installation and workspace, reporting pass/fail for each diagnostic with remediation steps for any failures.

Triggers

Alternate expressions and non-obvious activations (primary phrases are matched automatically from the skill description):

  • "is aiwg healthy" → run aiwg doctor
  • "something is broken" → run aiwg doctor to isolate the issue
  • "aiwg isn't working" → run aiwg doctor
  • "check my aiwg setup" → run aiwg doctor
  • "run diagnostics" → run aiwg doctor
  • "aiwg broken" → run aiwg doctor

Trigger Patterns Reference

PatternExampleAction
Health check"check health" / "is aiwg healthy"Run aiwg doctor
Diagnostic request"diagnose" / "run diagnostics"Run aiwg doctor
Broken install"aiwg isn't working"Run aiwg doctor
Setup validation"check my aiwg setup"Run aiwg doctor
Troubleshooting"troubleshoot installation"Run aiwg doctor
Verbose check"run full diagnostics"Run aiwg doctor --verbose

Behavior

When triggered:

  1. Extract intent:

    • Is this a routine check or is the user reporting a specific problem?
    • Did the user mention a symptom (e.g. "commands not found", "frameworks missing")? If so, note it to help interpret the doctor output.
    • Does the user want verbose output?
  2. Run the appropriate command:

    bash
    # Standard health check
    aiwg doctor
    
    # Verbose output (additional detail per check)
    aiwg doctor --verbose

    The doctor command (tools/cli/doctor.mjs) validates:

    • npm package is installed and executable
    • .aiwg/frameworks/registry.json exists and is valid JSON
    • Framework files are deployed to the active platform directories (e.g. .claude/agents/, .claude/commands/)
    • Node.js version meets minimum requirements
    • Required tools are available (git, node, npm)
    • Channel configuration is consistent
  3. Report the result — present a summary of checks passed and failed. For each failure, include the remediation step from the doctor output. Common remediations:

    • Missing registry: run aiwg use sdlc (or the appropriate framework)
    • Stale deployment: run aiwg sync or aiwg update
    • Missing Node.js: direct user to https://nodejs.org
    • CLI not found: run npm install -g aiwg

Examples

Example 1: Routine health check

User: "Check AIWG health"

Extraction: Routine health check, no specific symptom

Action:

bash
aiwg doctor

Response: "All checks passed. npm package v2026.3.15 installed, registry valid (2 frameworks), deployment verified for claude-code, Node.js v20.11.0 compatible."

Example 2: Broken install investigation

User: "AIWG commands aren't showing up in Claude"

Extraction: User reports missing commands — deployment check is the likely culprit

Action:

bash
aiwg doctor

Response: "Doctor found 1 issue: framework files are not deployed to .claude/commands/. Run aiwg sync to redeploy, then restart your Claude session."

Example 3: Post-install validation

User: "I just installed AIWG — is everything set up correctly?"

Extraction: New install, full validation requested

Action:

bash
aiwg doctor

Response: "Installation looks good. One note: no frameworks are deployed yet. Run aiwg use sdlc to deploy the SDLC framework, or aiwg use all to deploy everything."

Example 4: Verbose diagnostics

User: "Run full diagnostics on AIWG"

Extraction: Verbose check requested

Action:

bash
aiwg doctor --verbose

Response: "Verbose diagnostics complete. [Output summary with per-check detail, paths, and versions.]"

Clarification Prompts

If the user mentions a specific symptom before triggering doctor:

  • "I'll run aiwg doctor to check your installation. Can you describe what you were trying to do when it broke?"

References

  • @$AIWG_ROOT/src/cli/handlers/utilities.ts — Doctor command handler (doctorHandler)
  • @$AIWG_ROOT/tools/cli/doctor.mjs — Health check implementation
  • @$AIWG_ROOT/docs/cli-reference.md — CLI reference

Frequently asked questions

What does the Aiwg Doctor AI skill do?

Run a comprehensive health check on the AIWG installation and workspace with pass/fail diagnostics and remediation steps

Why use Aiwg Doctor on TypingMind?

Because you install it once and use it with any model. Aiwg Doctor 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 Doctor 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-doctor. TypingMind reads its SKILL.md and installs it as a skill you can enable per chat.

Which AI models can use Aiwg Doctor?

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 Doctor?

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

Is the Aiwg Doctor 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.

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