agent-usage-optimizer-keyword-route-classification

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

5 stars

Best use case

agent-usage-optimizer-keyword-route-classification is best used when you need a repeatable AI agent workflow instead of a one-off prompt.

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

Teams using agent-usage-optimizer-keyword-route-classification should expect a more consistent output, faster repeated execution, less prompt rewriting.

When to use this skill

  • You want a reusable workflow that can be run more than once with consistent structure.

When not to use this skill

  • You only need a quick one-off answer and do not need a reusable workflow.
  • You cannot install or maintain the underlying files, dependencies, or repository context.

Installation

Claude Code / Cursor / Codex

$curl -o ~/.claude/skills/keyword-route-classification/SKILL.md --create-dirs "https://raw.githubusercontent.com/vamseeachanta/workspace-hub/main/.agents/skills/_archive/ai/agent-usage-optimizer/keyword-route-classification/SKILL.md"

Manual Installation

  1. Download SKILL.md from GitHub
  2. Place it in .claude/skills/keyword-route-classification/SKILL.md inside your project
  3. Restart your AI agent — it will auto-discover the skill

How agent-usage-optimizer-keyword-route-classification Compares

Feature / Agentagent-usage-optimizer-keyword-route-classificationStandard Approach
Platform SupportNot specifiedLimited / Varies
Context Awareness High Baseline
Installation ComplexityUnknownN/A

Frequently Asked Questions

What does this skill do?

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

Where can I find the source code?

You can find the source code on GitHub using the link provided at the top of the page.

SKILL.md Source

# 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.
```

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