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Pilot Dataset
by
Calin Teodor
· GitHub ↗
· v1.0.0
· MIT-0
109
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Install in OpenClaw
/install pilot-dataset
Description
Exchange structured datasets with schema negotiation and metadata over Pilot Protocol. Use this skill when: 1. You need to share CSV, JSON, or Parquet datase...
Usage Guidance
This skill appears to do what it claims (share structured datasets via the Pilot Protocol). Before installing: 1) verify the pilotctl binary you have is the official release for Pilot Protocol and that you trust it, 2) be aware that using the skill will read and transmit local files ($DATASET_FILE) to remote peers ($PEER / $DEST) — do not send sensitive data inadvertently, 3) ensure jq/python3 are available if you rely on format conversion, and 4) run the pilot daemon in a controlled environment and review pilotctl logs to confirm expected transfers. If you need to ensure no secrets are leaked, explicitly set and inspect the environment variables and test with non-sensitive sample datasets first.
Capability Analysis
Type: OpenClaw Skill
Name: pilot-dataset
Version: 1.0.0
The skill contains multiple shell injection vulnerabilities in the Bash examples provided in SKILL.md. Specifically, the use of unquoted variables such as `$file`, `$name`, and `$PEER` within command substitutions (e.g., `wc -l < "$file"`) and JSON data strings allows for arbitrary command execution if the AI agent populates these fields with unsanitized input. While the functionality aligns with the stated purpose of dataset exchange via the 'pilotctl' utility, the lack of input validation in the documented workflow poses a significant security risk.
Capability Assessment
Purpose & Capability
Name/description, commands, and required binary (pilotctl) align: this skill is an instruction-only wrapper for Pilot Protocol dataset exchange. Declared dependency on pilotctl and the pilot-protocol skill is expected for this functionality.
Instruction Scope
SKILL.md instructs the agent to run pilotctl commands that publish availability, send messages, and send files — all consistent with dataset exchange. It also reads local files (head, wc) and references environment variables ($PEER, $DEST, $DATASET_FILE) that are not declared in requires.env; these are normal runtime parameters but worth noting because they imply the skill will read and transmit local dataset files when invoked.
Install Mechanism
Instruction-only skill with no install spec and no code files. This is low-risk from an installation perspective (nothing will be written to disk by the skill itself).
Credentials
The skill does not request credentials or secrets. It requires a single binary (pilotctl). The SKILL.md mentions optional tools (jq, python3) but these are reasonable helper dependencies for format conversion and are not credentials; however their presence is not enforced in the declared metadata and should be checked at runtime.
Persistence & Privilege
always is false and the skill does not request persistent or elevated platform privileges. It does not modify other skills or system-wide settings in its instructions.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install pilot-dataset - After installation, invoke the skill by name or use
/pilot-dataset - 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 Dataset?
Exchange structured datasets with schema negotiation and metadata over Pilot Protocol. Use this skill when: 1. You need to share CSV, JSON, or Parquet datase... It is an AI Agent Skill for Claude Code / OpenClaw, with 109 downloads so far.
How do I install Pilot Dataset?
Run "/install pilot-dataset" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Pilot Dataset free?
Yes, Pilot Dataset is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Pilot Dataset support?
Pilot Dataset is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Pilot Dataset?
It is built and maintained by Calin Teodor (@teoslayer); the current version is v1.0.0.
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