Coordinate parallel AI delegates — researchers, workers, writers, reviewers — using goose.
Search arXiv for academic papers, preprints, and research using the arXiv API. Finds foundational research, state-of-the-art techniques, and academic context. Returns structured findings with links, abstracts, and citations.
Search the local beads (bd) issue tracker for issues, dependencies, epics, blockers, and project status. Finds work items, dependency graphs, stale issues, and team workload. Returns structured findings with issue IDs and citations.
Search GitHub issues, PRs, code, and discussions using the gh CLI. Finds prior decisions, implementation patterns, and maintainer discussions. Returns structured findings with links and citations.
Search Jira issues, sprints, boards, and projects using the Atlassian CLI (acli). Finds tickets, sprint status, project context, and team workload. Returns structured findings with issue keys and links.
Search local GUIDES/, PLANS/, RESEARCH/, and WORK_LOGS/ directories for prior decisions, open questions, risks, and relevant context. Uses CATALOG.md for topic discovery and ripgrep for deep searches. Returns structured findings with citations.
Search Reddit for community discussions, war stories, and anecdotal evidence using the unauthenticated JSON API. Returns structured findings with links. Treat as anecdotal evidence, not authoritative truth.
Search Slack messages, channels, and threads using the Slack MCP extension. Finds discussions, decisions, announcements, and team context. Returns structured findings with links and citations.