Home / aquegen / model-routing · skills/model-routing/SKILL.md · GitHub

model-routing skillA

model-routing is agent-read markdown (skill) from aquegen/model-routing: Route work to the cheapest model tier that holds quality. Use when deciding which model or agent should handle a task, when the user asks about token economy / cost optimization, or when dispatching implementation, review, or test-run work to subagents..

Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.

What the file says

# Model Routing

The expensive model thinks, cheaper models grind. The main-session model
cannot be switched by Claude - routing works through subagent delegation
(the `model` param of the Agent tool, or the agents bundled with this
plugin).

**Routing makes a dispatch cheaper; it does not make dispatching cheap.**
A subagent starts empty, so everything it reads is a cache write, while
the main session pays cache read - 12.5x less, 25x on Opus 5.5, 50x on
Fable 5.1 and Mythos 5.1 - for context it already holds. That penalty is paid whether or not the tier is routed down, so the
rules below only pay off on work that was going to be delegated anyway.
On one wide-reading session, three runs: doing it inline cost $1.36 and
delegating with the tier routed down $1.68, both measured; delegating at
the session tier comes to $2.01, which is those same measured subagent
tokens repriced at the higher tier rather than a run of its own. Route
every dispatch - roughly a sixth off work already leaving the session -
and do not manufacture dispatches to collect it.

## Tiers

Think in tiers, not model names - names rot, tiers do not:
…

Read the whole file at its exact version.

How to install

Latest version
mdr add aquegen/model-routing/model-routing@git:20260922.f074b54
Exact content
mdr add aquegen/model-routing/model-routing@sha256:58139106c6de4f32

Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_mqdud4knrsh7lrox.svg)](https://markdownregistry.com/a/art_mqdud4knrsh7lrox)

1 badge views in 30 days

Versions

versioncommittedcommitsizeaudit
git:20260922.f074b54 latest2026-09-22 f074b54 29,814 BA view · diff
git:20260917.14b38b92026-09-17 14b38b9 29,357 BA view · diff
git:20260910.f4ca2632026-09-10 f4ca263 27,778 BA view · diff
git:20260910.66fafa02026-09-10 66fafa0 27,499 BA view · diff
git:20260910.529e2812026-09-10 529e281 27,544 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (29814 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

aquegen/model-routing · 3 stars · license MIT · pushed 2026-09-22 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_mqdud4knrsh7lrox
GET https://markdownregistry.com/api/v1/resolve?ref=aquegen/model-routing/model-routing
GET https://markdownregistry.com/api/v1/blob/58139106c6de4f329eef1a9edb0983ec7b1a777d77ec095afe296367c834641d

Your agent does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

Other files named model-routing

model-routing skill
nahid-sparktales/agent-dispatcher · skills/ai/model-routing/SKILL.md · Pick a model per job and degrade sensibly when one fails — a quality bar per call site, candidates compared on the same…
git:20260919.a0d4f55 · audit A · 49 stars
model-routing skill
cmc-27/pass-the-parcel · .devops/skills/model-routing/SKILL.md · Make sure to use this skill whenever the user mentions choosing a model, model selection, capability classes, binding…
v10 · audit A · 33 stars
model-routing skill
yeaight7/agent-powerups · plugins/agentic-systems/skills/model-routing/SKILL.md · Use when selecting a model for a new task or subagent, deciding whether to escalate after a failed attempt, or…
git:20260606.ab44b47 · audit A · 6 stars

Browse by kind, by grade A, or by owner.