Use when a tool-calling agent does not call a tool, sends wrong arguments, loops without stopping, or needs a function schema. Guides a four-branch diagnosis and five-step schema repair. Do not use for framework-specific, MCP-server, or production-observability questions.
12 research-hub skills, including a resumable human-in-the-loop workflow orchestrator, literature triage, context compression, project orientation, research design, verified multi-agent routing, NotebookLM brief verification, paper memory and summaries, Zotero curation, gap-to-topic decisions, and the research-hub CLI.
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Full Zotero CRUD: search, add, update, tag, trash/restore, delete, merge duplicates, and attach PDFs via pyzotero. Dual local/Web API routing; writes work even when the separately configured zotero MCP server is read-only.
Sweep up all session artifacts left behind by Claude Code: stale git worktrees, dangling git refs, and orphaned worktree directories. Essential for heavy Claude Code users — each code task creates a full repo copy that persists after the session ends.
★not rated 2 6mo agoA
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