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Open Data Integrator
by
datadrivenconstruction
· GitHub ↗
· v2.1.0
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Install in OpenClaw
/install open-data-integrator
Description
Integrate open construction datasets. Combine open data sources for enhanced analysis
Usage Guidance
This skill appears to be what it says: a helper for integrating open construction data. Before installing, confirm you trust the skill source/homepage (https://datadrivenconstruction.io), ensure required Python packages (e.g., requests) are available in the runtime, and be cautious when providing any API keys or file paths: only supply keys for services you intend to use and only allow the skill to read files you explicitly choose to share. If you need higher assurance, ask the publisher for a dependency list or a signed release, or run the skill in an isolated environment. If you want the agent to fetch data from specific APIs, review which endpoints it will contact and avoid sharing unrelated credentials.
Capability Analysis
Type: OpenClaw Skill
Name: open-data-integrator
Version: 2.1.0
The skill declares broad `filesystem` and `network` permissions in `claw.json`. While the Python code in `SKILL.md` explicitly *simulates* network calls (e.g., for weather data) and does not perform any actual file I/O or network requests, the agent will still be granted these permissions. This constitutes a 'risky capability' as per the classification guidelines, as it could be exploited by future prompt injections or code modifications to perform unauthorized actions, even if no malicious intent is present in the current implementation.
Capability Assessment
Purpose & Capability
Name/description match the requested capabilities. Integrating open datasets reasonably requires network access (to fetch data) and filesystem access (to read user-provided files). The skill only declares python3 as a required binary; the SKILL.md shows use of Python libraries (e.g., requests) but no install spec — a minor mismatch in declared runtime dependencies, not a security red flag.
Instruction Scope
Runtime instructions and the included code samples are focused on fetching, processing, and enriching open datasets. The instructions constrain the agent to use only user-provided data or referenced sources. Connectors optionally accept API keys as parameters (expected for some data sources); there are no instructions to read arbitrary unrelated system files or environment variables.
Install Mechanism
This is an instruction-only skill (no install spec, no code files to execute). That minimizes install-time risk. Note: SKILL.md uses Python libraries (requests) which are not declared in a dependency manifest — users should ensure required Python packages are available in the runtime.
Credentials
The skill does not request any environment variables or credentials in its metadata. Optional API keys appear as connector parameters in the code (appropriate for some third‑party APIs). There are no unrelated credential requests.
Persistence & Privilege
The skill is not marked always:true and is user-invocable only. The manifest grants filesystem and network permissions, which are proportionate to integrating datasets. Autonomous invocation is allowed by default (platform behavior) but is not combined with unusually broad credential access.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install open-data-integrator - After installation, invoke the skill by name or use
/open-data-integrator - Provide required inputs per the skill's parameter spec and get structured output
Version History
v2.1.0
open-data-integrator 2.1.0
- Added support for integrating multiple open construction datasets, including government, industry, weather, geospatial, material prices, and labor rates.
- Introduced modular data connector classes for weather, material price, and labor rate data sources.
- Standardized data source definitions and metadata via dataclasses and enums.
- Enhanced framework to allow enrichment and integration of input data with open datasets.
- Improved documentation with quick start code examples and detailed connector descriptions.
v1.0.0
Open Data Integrator 1.0.0 – Initial Release
- Integrates open construction datasets from multiple sectors (government, industry benchmarks, weather, geospatial, material prices, labor rates, etc.)
- Provides core data models and connectors for weather, material price, and labor rate data sources.
- Designed for extensibility and standardized data enrichment and analysis.
- Implements DDC methodology as referenced in "Open Data Dominance" (Chapter 2.2).
- Includes detailed documentation and quick start code examples.
Metadata
Frequently Asked Questions
What is Open Data Integrator?
Integrate open construction datasets. Combine open data sources for enhanced analysis. It is an AI Agent Skill for Claude Code / OpenClaw, with 1138 downloads so far.
How do I install Open Data Integrator?
Run "/install open-data-integrator" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Open Data Integrator free?
Yes, Open Data Integrator is completely free (open-source). You can download, install and use it at no cost.
Which platforms does Open Data Integrator support?
Open Data Integrator is cross-platform and runs anywhere OpenClaw / Claude Code is available (darwin, linux, win32).
Who created Open Data Integrator?
It is built and maintained by datadrivenconstruction (@datadrivenconstruction); the current version is v2.1.0.
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