What is netllm-doctor?

A diagnostic procedure for finding and fixing `netllm` setup problems, including command paths, providers, network discovery, and agent health.

Use it to troubleshoot `netllm` with `./netllm doctor`, investigate related health checks, and verify that the configuration works afterward.

It turns a misconfiguration into a report that connects each detected problem with a fix and a command to check the result. The doctor check is run again after fixes.

How matthewdcage/llm-swarm-router configures Claude Code

Reuse

Borrowing it

Nothing to install: this file belongs to matthewdcage/llm-swarm-router. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.

Copy the file

curl -O https://raw.githubusercontent.com/matthewdcage/llm-swarm-router/main/.claude/commands/netllm-doctor.md

Clone the repo

git clone --depth 1 https://github.com/matthewdcage/llm-swarm-router

Made for: Claude Code.

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/commands/matthewdcage/llm-swarm-router/netllm-doctor/github.svg)](https://agentmods.dev/commands/matthewdcage/llm-swarm-router/netllm-doctor)

Your own site

<a href="https://agentmods.dev/commands/matthewdcage/llm-swarm-router/netllm-doctor"><img src="https://agentmods.dev/badge/commands/matthewdcage/llm-swarm-router/netllm-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/commands/matthewdcage/llm-swarm-router/netllm-doctor"><img src="https://agentmods.dev/badge/commands/matthewdcage/llm-swarm-router/netllm-doctor.svg" alt="Reviewed on agentmods" width="80" height="20"></a>

Per session 20 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.

When invoked 123 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.

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	$0.00020	$0.00123
Opus 5.5	$0.00008	$0.00049
Sonnet 5.5	$0.00004	$0.00025
Haiku 4.5	$0.00002	$0.00012

Measured 2mo ago against content hash b87617601b28, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

netllm-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 2mo 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.

.claude/commands/netllm-doctor.md · 12 lines

What it actually says

Load and follow the skill at .claude/skills/netllm-doctor/SKILL.md (fallback: .agents/skills/netllm-doctor/SKILL.md).

Run ./netllm doctor and additional checks from the skill. Produce a structured report: Problem → Fix → Verify command for each issue found.

Prefer ./netllm from repo root.
Re-run doctor after applying fixes.

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.

2mo ago First seen · 12 lines · 20 tokens per session scan A b87617601b28

Subscribe to this mod's changes

netllm-doctor is a command published in the GitHub repository matthewdcage/llm-swarm-router (26 stars, last pushed 7d ago), licensed MIT. It adds 20 tokens to every session and 123 once invoked, about $0.0001 per session on Opus 5.5. 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 2026-08-30.

Debugging DevOps and cloud LLM anthropic-api cursor llama-cpp lm-studio local-llm

netllm-doctor next to 6 commands from other repositories
Mod	Type	Stars	Last push	Licence	Scan	Tokens	Works with
netllm-doctormatthewdcage/llm-swarm-router	Command	26	7d ago	MIT	A	20	Claude Code
fix_issueiamironz/ai-config-bundle	Command	2	7mo ago	MIT	A	0	Claude Code, Cursor
validate_runtimeiamironz/ai-config-bundle	Command	2	7mo ago	MIT	A	0	Claude Code, Cursor
refactor-cleanwshobson/agents	Command	42k	yesterday	MIT	A	26	Claude Code
api-aqa-flow-execution-and-report-analysisgriddynamics/rosetta	Command	370	yesterday	Apache-2.0	A	28	Claude Code
test-maintenancekatalon-labs/true-skills	Command	10	17d ago	MIT	A	131	GitHub Copilot
fire-resurrectThierryN/fire-flow	Command	78	2mo ago	MIT	A	18	Claude Code

llm-swarm-router: Command for Claude Code