How does indexing handle large projects?

ACE-Tool uses incremental indexing with gzip compression to manage large projects efficiently, hashing and chunking files to minimize upload time and storage overhead.

How does the interactive prompt enhancement feature work?

When you run the enhancement command, ACE-Tool opens a local web interface that allows you to review, regenerate, and refine the AI's instructions before sending them to your coding assistant.

Is ACE-Tool compatible with AI assistants other than Claude Code?

Yes, ACE-Tool is a standalone CLI tool designed to support various AI coding assistants including Codex, Gemini CLI, and custom LLM workflows.

Does ACE-Tool require an active internet connection?

ACE-Tool works best with its remote API for advanced semantic retrieval, but it includes a local keyword fallback to ensure you can still search your codebase while offline.

Why should I use ACE-Tool instead of standard grep or find commands?

While grep finds exact text matches, ACE-Tool uses semantic understanding to find code based on intent and purpose, making it much more effective for locating features in unfamiliar codebases.

ACE-Tool: Semantic Search & Prompt Claude Code Skill

ACE-Tool is a high-performance CLI utility designed to bridge the gap between complex codebases and AI coding assistants like Claude Code. It enables developers to perform natural language searches across entire projects, index code for remote retrieval, and significantly improve AI output quality by injecting relevant codebase context into prompts. By serving as a superior semantic alternative to traditional text-based search tools like grep, ACE-Tool helps developers navigate large codebases quickly and refine requirements through an interactive web-based interface.

Características Principales

01Semantic code search using natural language queries instead of exact string matching

02Incremental project indexing with local caching and remote cloud retrieval support

03Interactive prompt enhancement with a dedicated web UI for iterative refinement

04Automatic injection of conversation history and project-specific context into AI prompts

05Smart tool routing policy that optimizes codebase exploration workflows

0657 GitHub stars

Casos de Uso

01Navigating and understanding large-scale legacy codebases without manual file exploration

02Clarifying ambiguous requirements by analyzing existing code flows and dependencies

03Improving AI-generated code quality by providing enriched prompts with specific project context

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add dianel555/dskills ace-tool

For use in Claude.ai and ChatGPT

Download Skill

Características Principales

01Semantic code search using natural language queries instead of exact string matching

02Incremental project indexing with local caching and remote cloud retrieval support

03Interactive prompt enhancement with a dedicated web UI for iterative refinement

04Automatic injection of conversation history and project-specific context into AI prompts

05Smart tool routing policy that optimizes codebase exploration workflows

0657 GitHub stars

Casos de Uso

01Navigating and understanding large-scale legacy codebases without manual file exploration

02Clarifying ambiguous requirements by analyzing existing code flows and dependencies

03Improving AI-generated code quality by providing enriched prompts with specific project context

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add dianel555/dskills ace-tool

For use in Claude.ai and ChatGPT

Download Skill

ACE-Tool: Semantic Search & Prompt Enhancement

ACE-Tool: Semantic Search & Prompt Enhancement

Características Principales

Casos de Uso

Características Principales

Casos de Uso