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agent-usage-optimizer-keyword-route-classification

vamseeachanta
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About

This Claude skill classifies development tasks into specific processing routes (A, B, C, Bulk, Long-context) based on keywords in the user's request. It helps optimize agent usage by routing simple tasks, standard implementations, complex architecture work, bulk operations, and large-context jobs appropriately. Developers use it to ensure their queries are handled by the most suitable agent with the correct scope and resources.

Quick Install

Claude Code

Recommended
Primary
npx skills add vamseeachanta/workspace-hub
Plugin CommandAlternative
/plugin add https://github.com/vamseeachanta/workspace-hub
Git CloneAlternative
git clone https://github.com/vamseeachanta/workspace-hub.git ~/.claude/skills/agent-usage-optimizer-keyword-route-classification

Copy and paste this command in Claude Code to install this skill

Documentation

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:    Claude Sonnet  [quota: <CLAUDE>% — 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.

GitHub Repository

vamseeachanta/workspace-hub
Path: .claude/skills/ai/agent-usage-optimizer/keyword-route-classification

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