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task-classifier
Classifies task complexity (1-10) for model and agent routing
Install with Codex or Claude Copy this prompt, paste it into Codex, Claude, or another assistant, and let it review the skill page and install it for you.
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Classifies task complexity (1-10) for model and agent routing
Install with Codex or Claude Copy this prompt, paste it into Codex, Claude, or another assistant, and let it review the skill page and install it for you.
Based on SOC occupation classification
| name | task-classifier |
| version | 3.1.0 |
| description | Classifies task complexity (1-10) for model and agent routing |
| user_invocable | false |
Classifies task complexity (1-10) to route to the correct model and agent.
| Level | Description | Model | Agent |
|---|---|---|---|
| 1-2 | Trivial (typos, renames, single-line fixes) | GLM-4.7 | Direct (no team) |
| 3-4 | Simple (single function, known pattern) | GLM-5 | ralph-coder |
| 5-6 | Moderate (multi-file, some unknowns) | Claude Sonnet | ralph-coder + ralph-tester |
| 7-8 | Complex (architecture, security-sensitive) | Claude Opus | ralph-coder + ralph-reviewer + ralph-security |
| 9-10 | Critical (system redesign, multi-agent coordination) | Claude Opus | Full team (6 agents) |
| Complexity | Default Model | Fallback |
|---|---|---|
| 1-4 | GLM-4.7 / GLM-5 | Claude Haiku |
| 5-6 | Claude Sonnet | GLM-5 |
| 7-10 | Claude Opus | Claude Sonnet |
| Complexity | Required Agents | Optional |
|---|---|---|
| 1-2 | None (direct execution) | - |
| 3-4 | ralph-coder | ralph-tester |
| 5-6 | ralph-coder + ralph-tester | ralph-reviewer |
| 7-8 | ralph-coder + ralph-tester + ralph-security | ralph-frontend |
| 9-10 | All 6 agents (coder, reviewer, tester, researcher, frontend, security) | - |
| Complexity | Plan Mode | Agent Teams | Aristotle |
|---|---|---|---|
| 1-3 | No | No | Quick |
| 4-6 | Recommended | Yes | Quick |
| 7-10 | Mandatory | Mandatory | Full 5-phase |
Invoke this skill to classify a task before execution:
/task-classifier "Add user authentication to the API"
The skill will output:
This skill integrates with:
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