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Smart Router Coding

Name: Smart Router Coding
Author: certainlogicai

by CertainLogicAI · GitHub ↗ · v1.0.3 · MIT-0

cross-platform ✓ Security Clean

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Install in OpenClaw

/install smart-router-coding

Description

Route coding queries to the right model. Fast for lint, deep for architecture, never waste money on Opus for a one-liner.

README (SKILL.md)

smart-router-coding

Route coding queries to the right model. Fast for lint. Deep for architecture. Nothing in between.

How it works

Send a coding task. The router decides depth:

INPUT: coding query
  ↓
Is it cached? → Return instantly (0 cost)
  ↓ if no
What kind of task?

SIMPLE
  lint / format / boilerplate / regex
  one-liners / find & replace / rename
  → Qwen3.5 Flash ($0.0008/q)
  → 21s latency

MODERATE
  debug / refactor / implement function
  code review / write tests / SQL / scripts
  → Grok 4.20 ($0.004/q)
  → 11s latency

COMPLEX
  architecture design / security audit
  performance optimization / algorithms
  multi-file changes / critical logic
  → Opus 4.8 ($0.015/q)
  → 45s latency

What you save

Setup	Cost per query	Monthly (1k queries)
All Opus 4.8	$0.015	$15
All Grok 4.20	$0.004	$4
With router	~$0.003	$3

Speed

Router adds 2ms. The rest is the LLM — you'd wait that long anyway.

What changes is your average response time:

Setup	Average wait per query
All Opus 4.8	45s
All Grok 4.20	11s
With router	~13s

Simple tasks go to Qwen (21s). Standard goes to Grok (11s). Opus only when necessary (45s).

131 coding queries benchmarked across 7 languages. Full results: certainlogic.ai/benchmarks

Usage

clawhub install smart-router-coding

Author

Created by CertainLogic — deterministic AI infrastructure. certainlogic.ai

Usage Guidance

This appears safe to install for local model-tier recommendations. Treat its model, latency, and cost output as a heuristic rather than a security or billing guarantee, and note the minor packaging/version mismatch before relying on exact version labels.

Capability Assessment

ℹ Purpose & Capability

The stated purpose is routing coding queries to a model tier, and the Python script implements a keyword/regex classifier that returns JSON with a recommended tier, model, cost, latency, and reason. It does not actually call models or implement caching despite some documentation language suggesting routing/caching behavior.

✓ Instruction Scope

The declared interface is a single route command with one user-provided query string. The runtime instructions do not ask the agent to read the workspace broadly, access secrets, override user control, or execute unrelated actions.

ℹ Install Mechanism

The manifest points to one local Python CLI script and declares no dependencies, install hooks, package-manager actions, or background setup. There is a minor version mismatch: SKILL.md and docstrings mention 1.0.2 while skill.json and metadata identify 1.0.3.

✓ Credentials

The script uses only standard-library json, re, sys, and typing, consumes command-line input, and prints a local recommendation. It shows no network access, subprocess execution, credential handling, environment scraping, or file mutation.

✓ Persistence & Privilege

No persistence, background worker, privilege escalation, local indexing, autostart mechanism, credential/session reuse, or destructive operation is present in the inspected artifacts.

How to Use

Make sure OpenClaw is installed (local or Docker)
Run the install command in chat: /install smart-router-coding
After installation, invoke the skill by name or use /smart-router-coding
Provide required inputs per the skill's parameter spec and get structured output

Version History

v1.0.3

Speed section: router adds 2ms, average wait ~13s per query (not 45s).

v1.0.2

Fix: Deep tier correctly routes to Opus 4.8. Fast = Qwen3.5 Flash, Standard = Grok 4.20, Deep = Opus 4.8.

v1.0.0

Initial release.

Metadata

Slug smart-router-coding

Version 1.0.3

License MIT-0

All-time Installs 0

Active Installs 0

Total Versions 3

Frequently Asked Questions

What is Smart Router Coding?

Route coding queries to the right model. Fast for lint, deep for architecture, never waste money on Opus for a one-liner. It is an AI Agent Skill for Claude Code / OpenClaw, with 70 downloads so far.

How do I install Smart Router Coding?

Run "/install smart-router-coding" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.

Is Smart Router Coding free?

Yes, Smart Router Coding is completely free, licensed under MIT-0. You can download, install and use it at no cost.

Which platforms does Smart Router Coding support?

Smart Router Coding is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).

Who created Smart Router Coding?

It is built and maintained by CertainLogicAI (@certainlogicai); the current version is v1.0.3.

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