SkillsAdd

dull-bird/deeporbit · Archived

do.rag

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.

First seen Apr 26, 2026

Installation

$ npx skills add dull-bird/deeporbit --skill do.rag
View on skills.sh ↗ GitHub repository ↗

Stronger alternatives

This repository is archived — consider an actively maintained alternative.

do.write Same source
dull-bird/deeporbit

Professional writing support for the user's own words.

6 installs
do.translate-markdown Same source
dull-bird/deeporbit

Translate Markdown documents to a target language with checkpointed completeness, glossary cons…

6 installs
do.translate Same source
dull-bird/deeporbit

Translate documents smartly. Accepts a URL or a PDF file as input. Detects if it is an arXiv UR…

6 installs
do.search Same source
dull-bird/deeporbit

Perform fast lexical, filename, property, or phrase search across a DeepOrbit vault. Use for ex…

6 installs

Similar popular skills

Related neighbors and high-traction skills in the same topics — useful to compare before installing.

find-skills Same topic
vercel-labs/skills

Helps users discover and install agent skills when they ask questions like "how do I do X", "fi…

3.3M installs
agent-browser Same topic
vercel-labs/agent-browser

Browser automation CLI for AI agents. Use when the user needs to interact with websites, includ…

810.4K installs
vercel-react-best-practices Same topic
vercel-labs/agent-skills 697.8K installs
web-design-guidelines Same topic
vercel-labs/agent-skills

Review UI code for Web Interface Guidelines compliance. Use when asked to "review my UI", "chec…

617.3K installs
microsoft-foundry Same topic
microsoft/azure-skills

Build, deploy, evaluate, optimize, fine-tune, and manage Microsoft Foundry agents, models, and …

576.5K installs
azure-prepare Same topic
microsoft/azure-skills

Prepare azd-based Azure projects for deployment: generates azure.yaml, infrastructure (Bicep/Te…

568.3K installs

Also in this package

Other skills from dull-bird/deeporbit · top by installs.

npx skills add dull-bird/deeporbit
do.write 6 do.translate-markdown 6 do.translate 6 do.search 6 do.research 6 do.refresh-prompt 6 do.recap 6 do.rag-index 6 do.pdf-to-markdown 6 do.parse-knowledge 6

Browse all from dull-bird/deeporbit

More details

Agent compatibility

Declared targets from SKILL.md / docs. Unmarked agents are not listed — the skill may still install via the CLI.

Claude Code Not declared
Cursor Not declared
Codex Not declared
GitHub Copilot Not declared
Windsurf Not declared
Gemini CLI Not declared
Cline Not declared
OpenCode Not declared

Repository health

Stars 5
License LICENSE
Default branch master
Open issues 0
Status Archived

Package contents

Files included with this skill beyond the listing page.

  • skill md SKILL.md 859 B
  • docs SUMMARY.md 266 B

History

  1. First seen on skills.sh
  2. First recorded snapshot · 6 installs

SKILL.md

Retrieve Vault Context

Preferred order:

  1. If the DeepOrbit MCP server is available, call ragquery or ragsearch.
  2. Otherwise run deeporbit --vault "<vault>" rag "<query>".
  3. Add --semantic only when ChromaDB is installed or the user asks for semantic retrieval.
  4. 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.