Automation

Refunds checks refund eligibility against policy before calling the refund-order tool and supplies a confirmation template in the response.

Ego Browser gives AI agents an isolated Chromium browser with a CLI-accessible Node.js runtime and built-in helpers like snapshotText, click, js, and cdp to observe pages, interact with UI, and drive a real browser. Use it when the user needs to open pages, fill forms, click buttons, take screenshots, extract data, test web apps, or automate browser operations.

Install Loop Engineering scaffolds a report-only loop in a project using the unified CLI npx @cobusgreyling/loop. Use it to set up daily triage, PR babysitter, CI sweeper, or dependency sweeper loops, with doctor and cost checks before high-cadence runs.

Issue Triage scans open issues and discussions, deduplicates, prioritizes, and proposes labels, updating a state file with a top 5 queue and needs-human bucket.

Loop Budget Guard checks token budget and run-log spend before and after each loop iteration and enforces early exit when over budget or when there is no actionable work.

Half Clone clones the later half of the current Claude Code conversation, discarding earlier context to reduce token usage while preserving recent work. Use it when a session has grown long and you want to continue with only the latest context.

Private Code Search mirrors your GitHub repositories to a local directory and runs ripgrep for fast full-text search across all of them, including private ones. Use it when you need to find which repository contains a snippet and GitHub's API search fails on private repos.

Reddit Fetch retrieves Reddit content via its public JSON API, using a DuckDuckGo redirect to bypass Reddit's automated-access blocking. Use it when accessing Reddit URLs, researching topics, or when Reddit returns 403/blocked errors.

CCPM manages the software delivery lifecycle by turning specs into epics, GitHub issues, and parallel agent work, then tracks progress from planning to shipped code. Use it when planning features, syncing tasks, running standups, or checking what is next or blocked.

Complete Milestone archives a finished milestone to the milestones directory, updates ROADMAP.md and REQUIREMENTS.md, and creates a git tag. Use it after all phases pass audit to close out a version and prepare for the next milestone.

GSD Autonomous runs all remaining milestone phases autonomously, moving through discuss, plan, and execute for each phase. Use it to advance a project through its roadmap without manually invoking each phase.

GSD Capture routes ideas, tasks, notes, and seeds to the correct GSD planning destination, such as todos, backlog, notes, or seed files. Use it when capturing an item during Claude Code sessions to avoid deciding where it should live.