Can I use Repo Prompt with external chat models?

Yes, the skill provides a 'Compose to External Chat' workflow where you build context in Repo Prompt and copy it to web-based models like ChatGPT or Claude.ai.

What is the difference between Chat and Compose modes?

Compose is best for high-level reasoning and architectural planning, while Chat mode is optimized for direct implementation, debugging, and applying multi-file changes via Pro Edit.

What is the best way to use Repo Prompt with Cursor?

The recommended path is using the MCP-backed editor integration, which allows Repo Prompt to supply tools and context directly to Cursor's agent for a seamless development experience.

How does this skill help with large repositories?

It implements token-efficient context strategies like 'slices' (partial file content) and 'codemaps' to provide the AI with necessary structure and dependencies without hitting token limits.

Repo Prompt Workflow Integration

Name: Repo Prompt Workflow Integration
Author: jscraik

byjscraik

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개발자 도구

Optimizes AI coding workflows by integrating and configuring Repo Prompt for efficient context management across editors and agents.

Repo Prompt Workflow Integration is a specialized skill designed to streamline how developers provide codebase context to AI models. It guides users through selecting the best integration path—whether via MCP servers for editors like Cursor and Claude Code, external chat for reasoning models, or CLI automation—while prioritizing token efficiency through codemaps and file slices. By focusing on minimal setup friction and maximal context accuracy, this skill ensures that AI assistants have the exact information needed for complex refactors, troubleshooting, and multi-file planning without wasting token budgets or sacrificing performance.

주요 기능

01Comprehensive CLI guidance for rp-cli automation pipelines

022 GitHub stars

03Token-efficient context strategies using codemaps and file slices

04MCP-backed editor integration for deterministic workspace context

05Automated workflow assessment for editor-first vs. chat-first setups

06Step-by-step setup checklists and smoke-test validation

사용 사례

01Comparing and selecting between Compose, Chat, and Pro Edit workflows

02Optimizing context window usage for large monorepos or multi-root workspaces

03Configuring Repo Prompt as an MCP server for Cursor or Claude Code

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add jscraik/agent-skills repoprompt

For use in Claude.ai and ChatGPT