Prefer Python Over LLM
OfficialDecide when to script vs. call an LLM.
AuthorBedaBeda-Growth
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Evaluates whether a task should be implemented as a deterministic Python script instead of an LLM-based skill call, helping teams minimize unnecessary language model use and speed automation.
Core Features & Use Cases
- Decision Tree: a structured workflow to determine if a task is deterministic and should be scripted.
- Classification Script: a fast heuristic at scripts/classify_task.py that returns SCRIPTABLE or LLM_JUSTIFIED with concise reasoning.
- Integration Guidance: recommendations for script placement, usage logging, and documenting the rationale in the skill frontmatter when an LLM is justified.
Quick Start
Provide a task description to classify and decide if a Python script should be built.
Dependency Matrix
Required Modules
None requiredComponents
scripts
💻 Claude Code Installation
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Please help me install this Skill: Name: Prefer Python Over LLM Download link: https://github.com/BedaBeda-Growth/bedabeda-growth-site/archive/main.zip#prefer-python-over-llm Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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