A diagnostic tool that checks an AIWG installation and workspace, then reports passed and failed checks with repair steps.

Use it to check AIWG health, troubleshoot failures, validate setup, or run a more detailed diagnostic report.

It helps identify whether a broken setup is caused by the installation, workspace, or configuration.

aiwg-doctor — Skill for Claude Code and Codex by jmagly

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 jmagly/aiwg --skill aiwg-doctor

Clone the repo

git clone --depth 1 https://github.com/jmagly/aiwg

Made for: Claude Code, Codex.

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.

README.md

[![agentmods](https://agentmods.dev/badge/skills/jmagly/aiwg/aiwg-doctor/github.svg)](https://agentmods.dev/skills/jmagly/aiwg/aiwg-doctor)

Your own site

<a href="https://agentmods.dev/skills/jmagly/aiwg/aiwg-doctor"><img src="https://agentmods.dev/badge/skills/jmagly/aiwg/aiwg-doctor/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.

Your own site · 80×15

<a href="https://agentmods.dev/skills/jmagly/aiwg/aiwg-doctor"><img src="https://agentmods.dev/badge/skills/jmagly/aiwg/aiwg-doctor.svg" alt="Reviewed on agentmods" width="80" height="20"></a>

Per session 25 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.

When invoked 1,093 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. Third-party audits

NVIDIA SkillSpector pass 7 Sept 2026

How audits are shown

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.

Model	Per session	Once invoked
Fable 5.1	$0.00025	$0.01093
Opus 5	$0.00013	$0.00547
Sonnet 5	$0.00005	$0.00219
Haiku 4.5	$0.00003	$0.00109

Measured 8d ago against content hash 535fd9d98e53, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-11, from the pricing page.

Security

Grade A, and why

aiwg-doctor 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 8d 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.

agentic/code/addons/aiwg-utils/skills/aiwg-doctor/SKILL.md · 133 lines

How it starts

The opening of the file, as written. The whole thing — 133 lines — stays where its author put it; the contents beside it link to each section on GitHub.

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

Pattern	Example	Action
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:

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?
Run the appropriate command:
```
# 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

Read the full file on GitHub · 133 lines

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.

8d ago First seen · 133 lines · 25 tokens per session scan A 535fd9d98e53

Subscribe to this mod's changes

aiwg-doctor is a skill published in the GitHub repository jmagly/aiwg (211 stars, last pushed yesterday), licensed MIT. It adds 25 tokens to every session and 1,093 once invoked, about $0.0001 per session on Opus 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 2026-09-03.

Autonomous Agents Claude Code Debugging Multi-Agent agentic-coding anthropic developer-tools

debug

Perform an evidence-based Parallax diagnosis or post-build audit and verify the repair.

Master0fFate/parallax-claudecode · 18 tokens

parallax-core

Apply session-safe Parallax reasoning and verification to code changes.

Master0fFate/parallax-claudecode · 16 tokens

typescript-circular-dependency

Detect and resolve TypeScript/JavaScript circular import dependencies. Use when: (1) "Cannot access 'X' before initialization" at runtime, (2) Import returns undefined unexpectedly, (3) "ReferenceError: Cannot access X before initialization", (4) Type errors that disappear when you change import order, (5) Jest/Vitest…

Wania-Kazmi/claude-code-autonomous-agent-workflow · 88 tokens

nextjs-server-side-error-debugging

Debug getServerSideProps and getStaticProps errors in Next.js. Use when: (1) Page shows generic error but browser console is empty, (2) API routes return 500 with no details, (3) Server-side code fails silently, (4) Error only occurs on refresh not client navigation. Check terminal/server logs instead of browser for…

Wania-Kazmi/claude-code-autonomous-agent-workflow · 87 tokens

triage-issue

Analyze a GitHub issue, verify claims against the codebase, and close invalid issues with a technical response.

aden-hive/hive · 0 tokens

review-loop

Run the adversarial verification loop — implement, then hand the change to a fresh checker that did not write it, fix what it finds, and re-dispatch until APPROVE. Use before claiming any behavioural change is done, and on requests like "review loop", "adversarial review", "independent review", "get this verified"…

sangrokjung/claude-forge · 100 tokens