colin

Colin is a context engine that keeps agent skills fresh by referencing live sources like GitHub, Linear, Notion, and HTTP endpoints. It benefits operations teams by automating skill updates and ensuring agents have the most current information. Colin integrates with Python-based workflows and supports Claude agents.

[{"step":"Identify the source type and target. Determine whether you need updates from GitHub (e.g., a repository), Linear (e.g., a project), Notion (e.g., a database), or an HTTP endpoint (e.g., a REST API).","tip":"Use the exact identifier (e.g., repository name, project ID, or URL) to ensure Colin fetches the correct data."},{"step":"Specify the focus area. Tell Colin what to prioritize, such as bugs, new features, documentation, or specific keywords.","tip":"Narrowing the focus (e.g., 'only critical bugs') reduces noise and speeds up the summary process."},{"step":"Run the prompt in a Python environment with Colin installed. Example:","tip":"Ensure your Python environment has the `colin` package installed (`pip install colin`) and the necessary API keys/tokens for the source (e.g., GitHub PAT, Linear API key)."},{"step":"Review the output and take action. Use the summarized updates to inform your next steps, such as updating documentation, testing fixes, or adjusting project plans.","tip":"Cross-reference Colin’s output with your internal tools (e.g., Jira, Slack) to validate the impact of changes."},{"step":"Automate the process. Set up a cron job or scheduled task to run Colin periodically (e.g., daily) and push updates to your team’s communication channels (e.g., Slack, email).","tip":"Use tools like `cron` (Linux/macOS) or Task Scheduler (Windows) to automate updates. For Claude agents, integrate Colin into your workflow via the `colin` skill."}]