rag-query
Query a RAG (Retrieval-Augmented Generation) knowledge base to find relevant information from ingested documents.
Skill by bngqngzhang-maker
Install
Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.
npx agentmarket install skill/bngqngzhang-maker-rag-query
Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.
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About
Use cases: documents, ml
Reviews
Write a reviewNo reviews yet. Installed it? Reviews come from verified installers only. How reviews work
Permissions
What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.
- Tools
- No tools found
- Secrets
- None asked for
- Install scripts
- None found
- Runs as
- Python package
Network hosts it talks to 1
codeload.github.com· found in install command
Files it touches
~/.claude/skills/rag-query
What's inside
- Skill name
rag-query- Description
- Query a RAG (Retrieval-Augmented Generation) knowledge base to find relevant information from ingested documents. This skill should be used when the user wants to search within a loaded knowledge base or document collection.
- License
- unknown
- Instructions
- 31 lines in SKILL.md · view on GitHub
Before installing
- Ships executable scripts
Files (2)
- SKILL.md
- rag_query.py · scripts/
The license isn't open source, so the instructions aren't shown here. Read SKILL.md on GitHub
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Read the contents of a file at a specified path.
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run-command
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Execute a shell/terminal command and return the output.
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search-web
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Search the web for information on a given query.
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write-file
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Write content to a file at a specified path, creating or overwriting the file.
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Signals
- Stars
- 3
- Forks
- 0
- Open issues
- 0
- Last commit (this folder)
- Apr 3, 2026 (6 months ago)
From GitHub (fetched Oct 24, 2026).
Details
- License
- License unknown
- Repository
- github.com/bngqngzhang-maker/AgentFlow
- First seen
- Oct 24, 2026
- Last checked
- Oct 24, 2026
- Source
- GitHubgithub-graphql
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List files and subdirectories in a specified directory path.
SkillDFreshness: D★ 3Claude Code +9 - 0.449score
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Have a conversation with the Tongyi Qwen (通义千问) LLM via DashScope API.
SkillDFreshness: D★ 3Claude Code +9 - 0.449score
qwen-code-review
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read-file
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Read the contents of a file at a specified path.
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Cite this page
rag-query skill. Agent Mart. https://agentmart.dev/skills/bngqngzhang-maker-rag-query (last updated 2026-10-24)