How do I install the Pilot Dataset skill?

Run npx skillmds@latest add teoslayer/pilot-dataset in your terminal (requires Node.js), paste this page's agent-chat prompt into Claude, Cursor, or any MCP-connected agent, or download the SKILL.md file and copy it into your agent's skills directory.

Is Pilot Dataset safe to use?

This skill has not completed SkillMD's automated safety review yet. SkillMD never runs a skill's scripts for you; review the SKILL.md before installing.

Which AI agents work with Pilot Dataset?

This skill is tagged as working with Claude Code, Claude.ai, OpenAI Codex. SKILL.md is an open format, so most agents that read a skills directory can load it too.

Is Pilot Dataset free to use?

Yes. Installing skills from SkillMD is free. This skill is licensed under AGPL-3.

Who published Pilot Dataset?

TeoSlayer (@teoslayer) published this skill. Their other Agent Skills are listed on their SkillMD profile.

Pilot Dataset by teoslayer — Agent Skill

Name: Pilot Dataset
Author: TeoSlayer

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 datasets with schema information 2. You want to negotiate data formats and transformations before transfer 3. You need to maintain dataset lineage and provenance metadata Do NOT use this skill when: - You need to transfer unstructured files (use pilot-share instead) - You need real-time data streaming (use pilot-stream-data instead) - You need ML model files (use pilot-model-share instead)

TeoSlayer 972fa39 2 files · 2.8 KB Updated Sep 17, 2026

File contents

pilot-dataset

Structured dataset exchange with schema negotiation, format conversion, and provenance tracking.

Commands

Publish Dataset Availability

pilotctl --json publish "$PEER" datasets --data '{"type":"dataset_available","name":"sales_data","format":"csv","rows":1000}'

Request Dataset

pilotctl --json send-message "$DEST" --data '{"type":"dataset_request","name":"sales_data","preferred_format":"json"}'

Send Dataset with Metadata

pilotctl --json send-message "$DEST" --data '{"type":"dataset_metadata","name":"sales_data","schema":{"columns":["date","amount"]}}'
pilotctl --json send-file "$DEST" "$DATASET_FILE"

Validate Schema

EXPECTED="date,amount,customer_id"
ACTUAL=$(head -1 "$DATASET_FILE")
[ "$ACTUAL" = "$EXPECTED" ] && echo "Schema validated"

Workflow Example

#!/bin/bash
# Dataset exchange

PEER="agent-b"

publish_dataset() {
  local file="$1"
  local name="${2:-$(basename $file .csv)}"
  local rows=$(wc -l < "$file")

  pilotctl --json publish "$PEER" datasets \
    --data "{\"type\":\"dataset_available\",\"name\":\"$name\",\"format\":\"csv\",\"rows\":$rows}"
}

request_dataset() {
  local name="$1"
  local publisher="$2"

  pilotctl --json send-message "$publisher" \
    --data "{\"type\":\"dataset_request\",\"name\":\"$name\",\"preferred_format\":\"csv\"}"

  sleep 2
  pilotctl --json received
}

publish_dataset "data.csv" "my-dataset"

Dependencies

Requires pilot-protocol, pilotctl, jq, and optionally python3 for format conversion.

---name: pilot-datasetdescription: Exchange structured datasets with schema negotiation and metadata over Pilot Protocol. Use this skill when: 1. You need to share CSV, JSON, or Parquet datasets with schema information 2. You want to negotiate data formats and transformations before transfer 3. You need to maintain dataset lineage and provenance metadata Do NOT use this skill when: - You need to transfer unstructured files (use pilot-share instead) - You need real-time data streaming (use pilot-stream-data instead) - You need ML model files (use pilot-model-share instead)license: AGPL-3.0---# pilot-datasetStructured dataset exchange with schema negotiation, format conversion, and provenance tracking.## Commands### Publish Dataset Availability```bashpilotctl --json publish "$PEER" datasets --data '{"type":"dataset_available","name":"sales_data","format":"csv","rows":1000}'```### Request Dataset```bashpilotctl --json send-message "$DEST" --data '{"type":"dataset_request","name":"sales_data","preferred_format":"json"}'```### Send Dataset with Metadata```bashpilotctl --json send-message "$DEST" --data '{"type":"dataset_metadata","name":"sales_data","schema":{"columns":["date","amount"]}}'pilotctl --json send-file "$DEST" "$DATASET_FILE"```### Validate Schema```bashEXPECTED="date,amount,customer_id"ACTUAL=$(head -1 "$DATASET_FILE")[ "$ACTUAL" = "$EXPECTED" ] && echo "Schema validated"```## Workflow Example```bash#!/bin/bash# Dataset exchangePEER="agent-b"publish_dataset() { local file="$1" local name="${2:-$(basename $file .csv)}" local rows=$(wc -l < "$file") pilotctl --json publish "$PEER" datasets \ --data "{\"type\":\"dataset_available\",\"name\":\"$name\",\"format\":\"csv\",\"rows\":$rows}"}request_dataset() { local name="$1" local publisher="$2" pilotctl --json send-message "$publisher" \ --data "{\"type\":\"dataset_request\",\"name\":\"$name\",\"preferred_format\":\"csv\"}" sleep 2 pilotctl --json received}publish_dataset "data.csv" "my-dataset"```## DependenciesRequires pilot-protocol, pilotctl, jq, and optionally python3 for format conversion.

Frequently asked questions