ai-config

ai-config is a GitHub repository providing reusable skills and extensions for AI coding agents such as Claude Code, Codex CLI, and pi-coding-agent. It includes a web search skill that handles concurrent browser sessions, retries on failure, and cleans up zombie processes automatically. The repository also offers a subagent extension that enables orchestration of child agents with live streaming output, token usage stats, and session metadata display. An improve-agent skill helps teams refine their agent configurations by analyzing past failures and suggesting new skills or tool fixes. Developers building or customizing AI coding agent workflows benefit from these ready-made, battle-tested components.

[{"step":"Install and Configure the Tool","action":"Add the Sortd extension to your Chrome browser and sign in with your Gmail account. Navigate to the Sortd dashboard and enable the AI features (status tracking, urgency detection, and complaint classification) under Settings > AI Features.","tip":"Use the Sortd template for [TASK_TYPE] (e.g., sales, support) to pre-configure columns like 'High Priority,' 'Needs Review,' and 'Completed.'"},{"step":"Integrate with AI Coding Agents","action":"In your AI coding agent (e.g., Claude Code or Codex CLI), configure the Sortd API endpoint. Use the provided API key from Sortd’s integrations page. Enable web search and subagent orchestration by adding the following to your agent’s configuration file:\n```\n[SORTD_API_KEY]\nweb_search_enabled: true\nsubagent_orchestration: true\n```","tip":"For subagent orchestration, define clear triggers (e.g., \"When an email is marked as 'High Urgency,' draft a follow-up using the latest CRM data\")."},{"step":"Define Workflows and Automations","action":"In Sortd, create automation rules for common tasks. For example:\n- Rule 1: If an email contains \"urgent\" or \"ASAP,\" move it to the 'High Priority' column and notify the team via Slack.\n- Rule 2: If an email is classified as a complaint, trigger the AI agent to draft a response and attach it to the email thread.\nUse Sortd’s visual workflow builder to map these rules without coding.","tip":"Test each rule with a dummy email before applying it to production emails. Use Sortd’s 'Preview' mode to simulate the automation."},{"step":"Monitor and Optimize","action":"Track the performance of your AI-assisted workflows using Sortd’s built-in analytics. Review the 'AI Status' dashboard weekly to identify bottlenecks (e.g., emails frequently misclassified as low priority). Adjust the AI thresholds or retrain the model using Sortd’s feedback loop feature.","tip":"For better accuracy, manually review 10-20 emails weekly and provide feedback to the AI agent via Sortd’s 'Correct Classification' button. This improves the model’s future predictions."},{"step":"Scale Across Teams","action":"Roll out the configuration to other teams (e.g., marketing, finance) by duplicating the Sortd board template. Ensure each team customizes the AI rules to their specific workflows (e.g., marketing may prioritize lead qualification over complaint resolution).","tip":"Use Sortd’s 'Team Settings' to assign specific AI features to different shared inboxes (e.g., enable complaint detection only for the support@ inbox)."}]