بنقرة واحدة
task-classifier
Classifies task complexity (1-10) for model and agent routing
التثبيت باستخدام Codex أو Claude انسخ هذا Prompt والصقه في Codex أو Claude أو مساعد آخر ليراجع صفحة Skill ويثبّتها لك.
القائمة
Classifies task complexity (1-10) for model and agent routing
التثبيت باستخدام Codex أو Claude انسخ هذا Prompt والصقه في Codex أو Claude أو مساعد آخر ليراجع صفحة Skill ويثبّتها لك.
استنادا إلى تصنيف SOC المهني
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Apply adversarial opposite-analysis to plans, specs, architecture, code changes, and claims. Use when the user asks for adversarial review, opposing analysis, contrarian review, red-team reasoning, or Z.ai and MiniMax cross-checks through the Ralph MCP router.
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Patterns for using Context7 MCP for library documentation (v2.25)
| 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:
/orchestrator - Uses classification for routing