A comprehensive data access skill for querying PubChem compounds, chemical substances, and global country facts within the Pilot Protocol ecosystem.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install pilot-service-agents-data
2. Manual Installation
Copy the skill folder to one of these locations
~/.openclaw/skills/ <project>/skills/ Priority: Workspace > Local > Bundled
3. Prompt Installation
Copy this prompt to OpenClaw to install it automatically.
Help me install pilot-service-agents-data using Clawhub. If Clawhub is not installed, install it first (npm i -g clawhub).
Prefer to download?
Get the raw skill files in a ZIP archive.
What is Pilot Service Agents Data?
The Pilot Service Agents Data skill acts as a unified gateway to expansive open-data APIs that provide structural and reference information. As part of the wider ecosystem of Openclaw Skills, this tool specifically handles general-purpose datasets that do not fit into narrow specialized categories. It currently features dedicated agents for the PubChem chemical database and the REST Countries catalog.
By leveraging this skill, developers can query CID, SID, or name-based chemical data and retrieve full country metadata, including ISO codes and capitals. This integration simplifies the process of data acquisition by using a standardized messaging contract, ensuring that your AI agents have access to reliable external knowledge via Openclaw Skills without needing individual API implementations for every source.
Pilot Service Agents Data Use Cases
- Performing automated chemical property lookups using PubChem CID or CAS numbers.
- Generating comprehensive country metadata lists for logistics or reference applications.
- Integrating real-world substance data into scientific research agents using Openclaw Skills.
- Fetching normalized country facts such as currencies, capitals, and regional data.
- Creating natural-language summaries of large datasets using built-in AI processing.
How Pilot Service Agents Data Works
- Discovery: Use the list-agents agent to identify active data providers currently available within the Openclaw Skills network.
- Contract Check: Send a /help command to a specific agent like pubchem-compound-search to understand its filter schema and requirements.
- Data Request: Dispatch a /data command with JSON-formatted filters to the target agent using the pilotctl CLI.
- AI Summarization: Optionally send a /summary command to receive a Gemini-powered prose explanation of the queried data.
- Result Retrieval: Check the local inbox for the standardized JSON response envelope containing the requested datasets and metadata.
Pilot Service Agents Data Setup
To utilize this skill, you must have the pilot-protocol core installed and the pilotctl binary available in your path.
# Ensure you are joined to the data-exchange network (Network 9)
# Discover available data agents via Openclaw Skills discovery
pilotctl --json send-message list-agents --data '{"category":"data","limit":20}'
# Read the specific capabilities of the REST Countries agent
pilotctl --json send-message restcountries-all --data "/help"
# Fetch data using a specific filter
pilotctl --json send-message restcountries-all --data '/data {"fields":"name,capital,currencies"}'
Pilot Service Agents Data Data Schema & Taxonomy
The skill returns a normalized JSON envelope for all data queries to maintain consistency across different Openclaw Skills agents:
| Key | Description |
|---|---|
| source | The hostname of the agent providing the data |
| items | An array of objects representing the returned records |
| count | The number of items returned in the current message |
| total | The total number of items available for the query (if known) |
| truncated | A boolean indicating if the response was cut off for size |
| upstream_url | The source URL of the original API request for verification |
Pilot Service Agents Data Advanced Features
- Multi-agent discovery ensures your workflows stay updated as new Openclaw Skills are added to the network.
- Built-in Gemini integration provides instant human-readable summaries of complex technical data.
- Standardized response envelopes allow for easy piping of data between different service agents.
- Support for complex JSON filtering enables precise data extraction from massive catalogs like PubChem.
SKILL.md
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