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math-router

确定性路由器用于数学认知栈 - 将用户意图映射到确切的CLI命令

person作者: jakexiaohubgithub

Math Router

ALWAYS use this router first for math requests.

Instead of reading individual skill documentation, call the router to get the exact command:

Usage

# Route any math intent to get the CLI command
uv run python scripts/math_router.py route "<user's math request>"

Example Workflow

  1. User says: "integrate sin(x) from 0 to pi"
  2. You run: uv run python scripts/math_router.py route "integrate sin(x) from 0 to pi"
  3. Router returns:
    {
      "command": "uv run python scripts/sympy_compute.py integrate \"sin(x)\" --var x --lower 0 --upper pi",
      "confidence": 0.95
    }
    
  4. You execute the returned command
  5. Return result to user

Why Use The Router

  • Faster: No need to read skill docs
  • Deterministic: Pattern-based, not LLM inference
  • Accurate: Extracts arguments correctly
  • Complete: Covers 32 routes across 7 scripts

Available Routes

| Category | Commands | |----------|----------| | sympy | integrate, diff, solve, simplify, limit, det, eigenvalues, inv, expand, factor, series, laplace, fourier | | pint | convert, check | | shapely | create, measure, pred, op | | z3 | prove, sat, optimize | | scratchpad | verify, explain | | tutor | hint, steps, generate | | plot | plot2d, plot3d, latex |

List All Commands

# List all available routes
uv run python scripts/math_router.py list

# List routes by category
uv run python scripts/math_router.py list --category sympy

Fallback

If the router returns {"command": null}, the intent wasn't recognized. Then:

  1. Ask user to clarify
  2. Or use individual skills: /sympy-compute, /z3-solve, /pint-compute, etc.