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Install in OpenClaw
/install volcengine-ai-search-rag
Description
Retrieval and RAG workflow on Volcengine AI stack. Use when users need embedding search, document indexing, top-k retrieval, grounding prompts, or search relevance tuning.
Usage Guidance
This skill appears to be a high-level RAG template for Volcengine but does not state how or where it will access the Volcengine API (no API keys, endpoints, or config paths declared). Before installing or enabling it: (1) ask the publisher how credentials are supplied and where network calls will go (expected: VOLCENGINE_API_KEY, endpoint URL, region); (2) require explicit use of secure secret storage (do not paste keys into prompts); (3) test in a restricted environment to observe outbound network calls; (4) if you plan to let the agent index private data, confirm the skill's handling of sensitive documents and retention policy. Because of the missing credential/config details, treat this as incomplete and verify those gaps prior to use.
Capability Analysis
Type: OpenClaw Skill
Name: volcengine-ai-search-rag
Version: 1.0.0
The skill bundle consists of metadata, descriptive markdown documentation, and an agent interface definition. There is no executable code, shell commands, or network calls specified. The `SKILL.md` file, which is a potential prompt injection surface, contains only high-level, descriptive instructions for a RAG workflow, without any directives to access sensitive data, exfiltrate information, or perform unauthorized actions. All content aligns with the stated purpose of implementing a Volcengine AI search RAG workflow.
Capability Assessment
Purpose & Capability
The skill is explicitly about Volcengine embeddings, indexing, and retrieval, but it declares no required environment variables, no primary credential, and no configuration paths. A real Volcengine integration would normally require API keys/endpoint config; that mismatch suggests the skill is incomplete or expects credentials to be supplied out-of-band.
Instruction Scope
SKILL.md contains high-level, reasonable RAG workflow steps (chunking, embedding generation, indexing, retrieval, grounding). It does not instruct reading arbitrary system files or exfiltrating data, but it is vague about where the corpus comes from and how credentials/endpoints are supplied, which gives the agent broad discretion at runtime.
Install Mechanism
No install spec and no code files are present (instruction-only). This minimizes disk-level risk — nothing is downloaded or executed by default.
Credentials
No environment variables or credentials are declared despite the skill targeting a cloud service. Expecting no credentials is unusual for a cloud-based embedding/search integration and could hide implicit assumptions about where API keys are stored or supplied.
Persistence & Privilege
The skill is not always-enabled, is user-invocable, and does not request system-wide config changes. It does not ask to modify other skills or agent settings.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install volcengine-ai-search-rag - After installation, invoke the skill by name or use
/volcengine-ai-search-rag - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
Initial ClawHub publish for Volcengine skills with agents metadata.
Metadata
Frequently Asked Questions
What is Volcengine Ai Search Rag?
Retrieval and RAG workflow on Volcengine AI stack. Use when users need embedding search, document indexing, top-k retrieval, grounding prompts, or search relevance tuning. It is an AI Agent Skill for Claude Code / OpenClaw, with 1063 downloads so far.
How do I install Volcengine Ai Search Rag?
Run "/install volcengine-ai-search-rag" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Volcengine Ai Search Rag free?
Yes, Volcengine Ai Search Rag is completely free (open-source). You can download, install and use it at no cost.
Which platforms does Volcengine Ai Search Rag support?
Volcengine Ai Search Rag is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Volcengine Ai Search Rag?
It is built and maintained by cinience (@cinience); the current version is v1.0.0.
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