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lunarcache

RAGFlow Skill

by Lunar Cache · GitHub ↗ · v1.2.0 · MIT-0
cross-platform ✓ Security Clean
109
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0
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1
Active Installs
3
Versions
Install in OpenClaw
/install skill-for-ragflow
Description
Operate RAGFlow v0.25.x deployments through the bundled Node CLI and API client. Use when user needs to manage RAGFlow datasets, documents, uploads, parsing,...
Usage Guidance
This skill appears to do what it claims: a local Node CLI and API client for a RAGFlow server. Before installing: (1) ensure RAGFLOW_URL points to a server you trust and that the RAGFLOW_API_KEY has only the permissions you intend (it can create/delete datasets, documents, sessions, tokens); (2) be cautious when asking the agent to run upload commands — the CLI will read and send any local file path you provide, which can leak secrets if misused; (3) destructive commands (delete-*) are irreversible on the server — follow the skill's confirmation guidance and consider using a throwaway dataset when testing; (4) if you enable autonomous agent invocation for this skill, understand that the agent could call the CLI to modify the remote server (create/delete/upload) — limit autonomy or scope of the API key if needed. Overall the bundle is internally consistent with its stated purpose.
Capability Analysis
Type: OpenClaw Skill Name: skill-for-ragflow Version: 1.2.0 The skill bundle is a legitimate and well-structured toolset for managing RAGFlow v0.25.x deployments. It provides a Node.js CLI (scripts/ragflow.js) and API client (lib/api.js) to perform CRUD operations on datasets, documents, and agents. While the skill possesses high-risk capabilities such as reading local files for upload and managing sensitive API/beta tokens, these behaviors are explicitly aligned with its stated purpose. Notably, SKILL.md contains defensive instructions directing the AI agent to redact sensitive authentication material from user-facing responses. The inclusion of a diagnostic script (scripts/repro-delete-chunks.js) to troubleshoot server-side race conditions further indicates a focus on operational reliability rather than malice.
Capability Tags
requires-sensitive-credentials
Capability Assessment
Purpose & Capability
Name/description (RAGFlow CLI + API client) matches the included Node scripts and API client. Required binary (node) and primary env var (RAGFLOW_API_KEY) are appropriate for controlling a RAGFlow deployment.
Instruction Scope
SKILL.md and the CLI explicitly instruct the agent to read local files (for upload) and to call the configured RAGFLOW_URL with the provided API key. Reading and uploading files is expected for ingestion workflows, but it also means the skill can transmit any file paths you provide to the remote server — so avoid supplying sensitive local paths unless the target server is trusted.
Install Mechanism
No network download/install step is declared. The package is instruction/asset-only with bundled Node scripts and docs — this is lower-risk than fetching external archives or running remote installers.
Credentials
Only RAGFLOW_URL and RAGFLOW_API_KEY are required (primary credential: RAGFLOW_API_KEY), which matches the skill's functionality. SKILL.md also references optional env vars (RAGFLOW_WEB_TOKEN, deletion/repro tuning vars) that are not required; these are reasonable optional controls but are not declared as required in metadata.
Persistence & Privilege
always is false and the skill does not declare or request elevation or modification of other skills. It does perform operations that can be destructive (deletes) on the remote service, which the SKILL.md acknowledges and gates with confirmation guidance.
How to Use
  1. Make sure OpenClaw is installed (local or Docker)
  2. Run the install command in chat: /install skill-for-ragflow
  3. After installation, invoke the skill by name or use /skill-for-ragflow
  4. Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.2.0
Add practical agent guide, minimal agent DSL examples, iteration runtime fixes, and agent chat response normalization
v1.1.0
Add embedded site access, preserve upload filenames, and refresh docs
v1.0.0
Initial public release for RAGFlow v0.25.x
Metadata
Slug skill-for-ragflow
Version 1.2.0
License MIT-0
All-time Installs 1
Active Installs 1
Total Versions 3
Frequently Asked Questions

What is RAGFlow Skill?

Operate RAGFlow v0.25.x deployments through the bundled Node CLI and API client. Use when user needs to manage RAGFlow datasets, documents, uploads, parsing,... It is an AI Agent Skill for Claude Code / OpenClaw, with 109 downloads so far.

How do I install RAGFlow Skill?

Run "/install skill-for-ragflow" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.

Is RAGFlow Skill free?

Yes, RAGFlow Skill is completely free, licensed under MIT-0. You can download, install and use it at no cost.

Which platforms does RAGFlow Skill support?

RAGFlow Skill is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).

Who created RAGFlow Skill?

It is built and maintained by Lunar Cache (@lunarcache); the current version is v1.2.0.

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