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Pilot Knowledge Base Rag Setup
by
Calin Teodor
· GitHub ↗
· v1.0.0
· MIT-0
96
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Install in OpenClaw
/install pilot-knowledge-base-rag-setup
Description
Deploy a knowledge base RAG pipeline with 4 agents. Use this skill when: 1. User wants to set up a document ingestion and retrieval pipeline 2. User is confi...
Usage Guidance
This skill appears coherent and limited to orchestrating pilot agents. Before installing: (1) ensure pilotctl and clawhub are from trusted sources; (2) review and understand the sub-skills (pilot-s3-bridge, pilot-database-bridge, etc.) because those components may require cloud or DB credentials and will affect network access; (3) confirm port and network firewall rules for the pipeline (port 1001 is used in examples); and (4) remember the README/AGPL license and back up existing ~/.pilot config if you want to revert. If you plan to use S3 or an external DB, supply credentials only to the specific sub-skill that needs them and verify where those credentials are stored.
Capability Analysis
Type: OpenClaw Skill
Name: pilot-knowledge-base-rag-setup
Version: 1.0.0
The skill bundle provides a legitimate orchestration template for deploying a four-agent Retrieval-Augmented Generation (RAG) pipeline. It uses standard ecosystem tools like pilotctl and clawhub to install dependencies and configure communication between the ingest, embedder, indexer, and query roles. No evidence of malicious intent, data exfiltration, or unauthorized execution was found in SKILL.md or README.md.
Capability Tags
Capability Assessment
Purpose & Capability
The name and description match the instructions: the SKILL.md uses pilotctl and clawhub to install skills, set hostnames, exchange handshakes, and publish messages between agents. The declared required binaries (pilotctl, clawhub) are exactly the tools referenced.
Instruction Scope
Runtime instructions are limited to installing listed pilot sub-skills, writing a manifest to ~/.pilot/setups/knowledge-base-rag.json, running pilotctl commands (handshake, publish, send-file, task submit), and configuring hostnames — all within the scope of provisioning and testing a RAG pipeline. There are no directives to read unrelated system files or to transmit data to unexpected external endpoints.
Install Mechanism
This is an instruction-only skill with no install spec or remote downloads. That is the lowest-risk setup; it relies on the system already having pilotctl and clawhub available.
Credentials
The skill itself requests no environment variables or credentials, which is proportionate. Note: some of the sub-skills it installs (e.g., pilot-s3-bridge, pilot-database-bridge) will likely require cloud or database credentials at runtime; those are not requested here and should be provisioned/verified separately by the user.
Persistence & Privilege
always is false and the skill does not request any special platform-wide privileges. It suggests writing a manifest under the user's home config (~/.pilot), which is reasonable for per-deployment state and does not modify other skills' configs.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install pilot-knowledge-base-rag-setup - After installation, invoke the skill by name or use
/pilot-knowledge-base-rag-setup - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
Initial release
Metadata
Frequently Asked Questions
What is Pilot Knowledge Base Rag Setup?
Deploy a knowledge base RAG pipeline with 4 agents. Use this skill when: 1. User wants to set up a document ingestion and retrieval pipeline 2. User is confi... It is an AI Agent Skill for Claude Code / OpenClaw, with 96 downloads so far.
How do I install Pilot Knowledge Base Rag Setup?
Run "/install pilot-knowledge-base-rag-setup" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Pilot Knowledge Base Rag Setup free?
Yes, Pilot Knowledge Base Rag Setup is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Pilot Knowledge Base Rag Setup support?
Pilot Knowledge Base Rag Setup is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Pilot Knowledge Base Rag Setup?
It is built and maintained by Calin Teodor (@teoslayer); the current version is v1.0.0.
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