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claude-code-self-generation-over-api

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Self-generate text before API calls to save costs

Software Engineering#workflow#llm#prompt-engineering#batch-processing#api-costs#self-generation
Authorshimo4228
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This Skill helps teams avoid unnecessary API usage by guiding Claude Code to first attempt self-generation and local processing for bulk text tasks, thereby reducing costs and latency when possible.

Core Features & Use Cases

  • Prototype-first workflow: Validate ideas by generating a small batch with Claude Code before scaling.
  • Batch processing guidance: Adopts batch sizes and validation steps to ensure quality at scale.
  • Migration path to API: Clear criteria and steps for when to switch to API calls, including documentation of prompts and outputs.

Quick Start

Prototype a small batch with Claude Code, verify the output quality, and then scale to larger batches or API usage as needed.

Dependency Matrix

Required Modules

None required

Components

Standard package

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: claude-code-self-generation-over-api
Download link: https://github.com/shimo4228/claude-code-learned-skills/archive/main.zip#claude-code-self-generation-over-api

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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