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Piebald-AIAI agentic development system prompt library
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Summary This repository archives and details the system prompts, tool descriptions, and sub-agent configurations for Claude Code, an AI agentic developer experience. It provides transparency into the complex prompt engineering behind Claude Code's functionality, enabling users to understand, customize, and potentially modify its behavior. The project benefits users seeking deeper control over their AI development environment.
How It Works Claude Code employs a modular prompt architecture, utilizing numerous distinct system prompts and tool descriptions that are conditionally assembled based on the execution environment and configuration. This includes prompts for core functions, specialized sub-agents (e.g., Plan, Explore), utility functions (e.g., CLAUDE.md generation, conversation compaction), and detailed descriptions for built-in tools. This approach allows for fine-grained control and adaptability in the AI's operational logic.
Quick Start & Requirements
Customization of Claude Code's system prompts is facilitated by the tweakcc utility, which allows users to modify individual prompt components and patch their npm-based or native (binary) Claude Code installations. Further details on the "ultimate agentic AI developer experience" are available at https://piebald.ai/. Specific installation commands or prerequisites beyond having a Claude Code setup are not detailed within this repository's README.
Highlighted Details
tweakcc utility for granular customization and patching of Claude Code installations.Maintenance & Community
This project originates from the team behind Piebald (https://piebald.ai/). No specific community channels (e.g., Discord, Slack) or details on notable contributors or sponsorships are provided in the README.
Licensing & Compatibility The provided README text does not specify the software license or any compatibility notes for commercial use or closed-source linking.
Limitations & Caveats
System prompts contain interpolated variables, leading to minor variations (±20 tokens) in actual token counts during runtime. The prompts are version-specific to Claude Code releases, potentially requiring updates for newer versions. The tweakcc utility implies a dependency on the user's existing Claude Code installation method.
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