How do I install the Do.rag skill?

Run npx skillmds@latest add dull-bird/do-rag in your terminal (requires Node.js), paste this page's agent-chat prompt into Claude, Cursor, or any MCP-connected agent, or download the SKILL.md file and copy it into your agent's skills directory.

Is Do.rag safe to use?

This skill has not completed SkillMD's automated safety review yet. SkillMD never runs a skill's scripts for you; review the SKILL.md before installing.

Which AI agents work with Do.rag?

This skill is tagged as working with Claude Code, Claude.ai, OpenAI Codex. SKILL.md is an open format, so most agents that read a skills directory can load it too.

Is Do.rag free to use?

Yes. Installing skills from SkillMD is free, and the skill stays under its author's original license.

Who published Do.rag?

dull-bird (@dull-bird) published this skill. Their other Agent Skills are listed on their SkillMD profile.

Do.rag

Name: Do.rag
Author: dull-bird

Retrieve relevant context from a DeepOrbit Obsidian vault using self-refreshing local lexical search and optional semantic RAG. Use when answering from prior notes, recalling a project, finding related research, or grounding another DeepOrbit workflow.

dull-bird 71bf8d1 859 B Updated Sep 17, 2026

AI & ML

Install

Press C to copy

$ npx skillmds@latest add dull-bird/do-rag

Installs into ~/.claude/skills (or .claude/skills inside a project). Restart Claude Code to pick it up.

Download SKILL.md

＋ Add to collection

README badge

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Trust & safety

Audits pending

Not yet audited · commit 71bf8d1

Works with: Claude Code Claude.ai OpenAI Codex +

File contents

Retrieve Vault Context

Preferred order:

If the DeepOrbit MCP server is available, call rag_query or rag_search.
Otherwise run deeporbit --vault "<vault>" rag "<query>".
Add --semantic only when ChromaDB is installed or the user asks for semantic retrieval.
If the CLI is unavailable, search Markdown directly and disclose the fallback.

Every query refreshes changed and deleted files before retrieval. Cite results with [[Title]] and their vault-relative paths. Distinguish retrieved facts from general knowledge and never invent note content.

dull-bird/deeporbit/tree/main/skills/do.rag commit 71bf8d1260

Frequently asked questions

npx skillmds@latest add dull-bird/do-rag