# Agent Usage Optimizer Keyword Route Classification

> Sub-skill of agent-usage-optimizer: Keyword → Route classification.

- Skill: `vamseeachanta/agent-usage-optimizer-keyword-route-classification` (Agent Skill)
- Install (CLI): `npx skillmds@latest add vamseeachanta/agent-usage-optimizer-keyword-route-classification`
- Raw SKILL.md: https://api.skillmd.com/api/skills/vamseeachanta/agent-usage-optimizer-keyword-route-classification/raw
- Safety review: PASS (external: skill-scanner PASS, skillspector PASS)
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: AI & ML
- Author: vamseeachanta (https://skillmd.com/u/vamseeachanta)
- Updated: 2026-09-17
- Page: https://skillmd.com/skills/vamseeachanta/agent-usage-optimizer-keyword-route-classification

---


# Keyword → Route classification

## Keyword → Route classification


```
Compound / Route C keywords:
  architecture, design, system, multi-file, refactor, security review,
  cross-repo, orchestrat, compound, plan, spec

Standard / Route B keywords:
  implement, feature, review, documentation, test, bug, fix, config,
  update, migrate, integration

Simple / Route A keywords:
  generate, scaffold, unit test, snippet, function, debug, format,
  check, validate, search, grep

Bulk keywords:
  summarise, summarize, batch, bulk, all files, across repos, report

Long-context keywords:
  large file, full repo, 1000 lines, entire codebase, cross-repo scan
```

Output format for ad-hoc recommendation:

```
Task: "implement OAuth login for the API"
Route: B (Standard)

  Primary:    Codex Sonnet  [quota: <Codex>% — OK]
  Secondary:  Codex          [quota: <CODEX>%  — OK]

  Rationale: Standard feature implementation with moderate complexity.
             Sonnet provides quality output within quota headroom.
             Codex is secondary for focused function-level generation.
```