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Pilot Data Labeling Pipeline Setup
by
Calin Teodor
· GitHub ↗
· v1.0.0
· MIT-0
97
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1
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Install in OpenClaw
/install pilot-data-labeling-pipeline-setup
Description
Deploy a data labeling pipeline with 4 agents for ingestion, auto-labeling, quality review, and dataset export. Use this skill when: 1. User wants to set up...
Usage Guidance
This skill is a coherent setup guide, but before running any of its commands: 1) Verify the origin and integrity of the pilotctl and clawhub binaries you will run (they will perform installs and network actions). 2) Be prepared to provide credentials for connectors (e.g., S3) when configuring installed companion skills — the guide does not collect them itself. 3) Review the companion skills you will install (pilot-s3-bridge, pilot-webhook-bridge, etc.) because they may open network ports, require cloud creds, or reach external endpoints. 4) Limit network exposure (firewall ports like 1002) and perform handshakes only with trusted hostnames. If you need a higher-assurance review, provide the exact sources (URLs or package registry entries) for pilotctl, clawhub, and the companion skills to inspect them further.
Capability Analysis
Type: OpenClaw Skill
Name: pilot-data-labeling-pipeline-setup
Version: 1.0.0
The skill bundle provides orchestration instructions for setting up a distributed data labeling pipeline using the 'Pilot Protocol' ecosystem. It uses standard tools (pilotctl, clawhub) to install dependencies, configure hostnames, and establish peer-to-peer trust (handshakes) between agents, all of which are consistent with its stated purpose in SKILL.md and README.md.
Capability Tags
Capability Assessment
Purpose & Capability
Name/description match the instructions: it installs pipeline-related companion skills via clawhub, sets hostnames with pilotctl, writes a pipeline manifest, and instructs mutual handshakes between agents. The required binaries (pilotctl, clawhub) are appropriate for this task.
Instruction Scope
Runtime instructions stay within pipeline setup: install listed companion skills, set hostname, write a JSON manifest to ~/.pilot/setups, and perform pilotctl handshakes. Note: the skill writes configuration under ~/.pilot and assumes the installed companion skills (e.g., pilot-s3-bridge) will be configured later — those companion skills may require additional credentials or network configuration that this skill does not request or configure.
Install Mechanism
This is instruction-only (no install spec, no code written by the skill). That is lowest-risk in terms of what the skill itself will drop on disk. The actual installs are delegated to clawhub/pilotctl, so review the provenance of those binaries before running.
Credentials
The skill declares no required environment variables or credentials, which is consistent with a generic setup template. Caveat: some of the companion skills it tells you to install (for example pilot-s3-bridge) will likely need cloud credentials (AWS keys) or endpoint configuration; those are not requested by this skill and must be supplied separately when you configure those components.
Persistence & Privilege
always is false and the skill is user-invocable. It writes a manifest under the user's home (~/.pilot/setups) which is reasonable for a setup helper and does not attempt to modify other skills or system-wide agent settings.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install pilot-data-labeling-pipeline-setup - After installation, invoke the skill by name or use
/pilot-data-labeling-pipeline-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 Data Labeling Pipeline Setup?
Deploy a data labeling pipeline with 4 agents for ingestion, auto-labeling, quality review, and dataset export. Use this skill when: 1. User wants to set up... It is an AI Agent Skill for Claude Code / OpenClaw, with 97 downloads so far.
How do I install Pilot Data Labeling Pipeline Setup?
Run "/install pilot-data-labeling-pipeline-setup" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Pilot Data Labeling Pipeline Setup free?
Yes, Pilot Data Labeling Pipeline Setup is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Pilot Data Labeling Pipeline Setup support?
Pilot Data Labeling Pipeline Setup is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Pilot Data Labeling Pipeline Setup?
It is built and maintained by Calin Teodor (@teoslayer); the current version is v1.0.0.
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