⚙️ Similar Files
This skill helps you locate related files in a codebase by indexing workspace and retrieving similar files using TF-IDF and cosine similarity.
npx playbooks add skill watthem/similar-files --skill similar-files
About Similar Files
Similar Files specializes your AI coding agent in automation & integrations — it this skill helps you locate related files in a codebase by indexing workspace and retrieving similar files using tf-idf and cosine similarity.
At 22 words, this compact prompt gives your agent specialized automation & integrations expertise with structured patterns and output formats. Install via CLI or copy the prompt below.
Use Cases
- Building MCP servers and workflow integrations
- Automating repetitive dev tasks with scripts
- Setting up webhook handlers and event pipelines
- Connecting external APIs to AI agent workflows
Example Prompts
System Prompt (22 words)
This skill helps you locate related files in a codebase by indexing workspace and retrieving similar files using TF-IDF and cosine similarity.
Frequently Asked Questions
What is Similar Files?
Similar Files is a free automation & integrations skill for AI coding agents. This skill helps you locate related files in a codebase by indexing workspace and retrieving similar files using TF-IDF and cosine similarity.. It provides a specialized system prompt that configures your agent with automation & integrations expertise.
How do I use Similar Files with Claude Code?
Run npx playbooks add skill watthem/similar-files --skill similar-files in your terminal to install Similar Files into your Claude Code session. It works immediately after installation.
Which AI coding agents work with Similar Files?
Similar Files is compatible with Claude Code, Cursor, GitHub Copilot, Windsurf, OpenClaw, Cline, and any AI agent that supports custom system prompts or .cursorrules files.
Is Similar Files free to use?
Yes, Similar Files is completely free and open source. The full source is available on GitHub at https://github.com/watthem/similar-files/tree/main/SKILL.md. You only need a subscription to the AI agent you use it with.
