An AI-powered company discovery and research tool that automates semantic search, lookalike analysis, and deep person enrichment via the Extruct CLI.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install extruct-api-skill
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 extruct-api-skill 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 Extruct API?
The Extruct API skill is a professional-grade integration designed for comprehensive company discovery, evaluation, and enrichment. By leveraging Openclaw Skills, users can access the full power of the Extruct platform to find niche markets, identify lookalike companies, and build high-precision lead lists. It serves as a bridge between natural language intent and structured B2B intelligence, allowing for automated research workflows that go far beyond simple database queries.
This skill specializes in AI Tables, which provide a repeatable framework for scoring companies and finding decision-makers. By utilizing the bundled CLI, developers can integrate Deep Search tasks and semantic analysis into their existing coding environments, making it an essential tool for sales operations, market researchers, and growth engineers seeking to automate the discovery-to-contact lifecycle.
Extruct API Use Cases
- Running high-precision Deep Search tasks to identify startups in specific categories like AI procurement or fintech.
- Discovering lookalike companies based on a seed domain to expand a target account list.
- Automating the enrichment of company profiles with funding data, headcount, and custom research points.
- Finding specific decision-makers at target organizations and extracting verified work emails and phone numbers.
- Creating repeatable AI-driven scoring models for companies within a structured table format.
How Extruct API Works
- Initialize the environment by resolving the absolute path of the bundled CLI and performing an authentication check with the service.
- Classify the user intent into one of the core paths: company discovery, existing table operations, or people-finding workflows.
- Extract object identifiers from raw UUIDs or Extruct dashboard URLs to target the correct resources without manual entry.
- Execute commands using the CLI, passing JSON payloads or configuration files for complex search criteria and column definitions.
- Monitor asynchronous tasks through polling mechanisms to ensure data integrity and track completion status.
- Retrieve and summarize the final research data, including counts, IDs, and structured row results for downstream use.
Extruct API Setup
To get started with this Openclaw Skills integration, resolve the absolute path to the bundled CLI and authenticate:
/absolute/path/to/skills/extruct-api/scripts/extruct-api auth user
Verify your connection health to ensure the API is reachable:
/absolute/path/to/skills/extruct-api/scripts/extruct-api healthcheck
For advanced company discovery, create a Deep Search task using a JSON payload:
<extruct_api_cli> deep-search create --payload '{"query":"B2B SaaS companies","desired_num_results":10}'
Extruct API Data Schema & Taxonomy
The skill organizes data into a hierarchy of tasks and tables, ensuring clean metadata taxonomy for research results:
| Object | Description |
|---|---|
| Table | A container for rows, classified as company, people, or generic. |
| Column | Defined by kind (e.g., agent, email_finder, research_pro) and specific output formats. |
| Row | Individual records containing input data and the results of AI enrichment. |
| Task | Asynchronous Deep Search jobs that manage complex search criteria and result sets. |
| Child Relationship | Links between company tables and the specific people tables generated from them. |
Extruct API Advanced Features
- Multi-modal agent columns that support specialized research types including research_pro and research_reasoning.
- Automated branching from company tables into dedicated people tables for streamlined lead generation.
- Deep Search resume capabilities allowing users to request additional results for existing high-conviction tasks.
- Incremental table run modes (new, all, failed) to optimize API usage and credit consumption.
- Custom JSON output schema validation for complex, structured data extraction tasks.
SKILL.md
Loading
Related Openclaw Skills
Hekkova
Hekkova provides a permanent memory layer for AI agents, allowing them to mint encrypted content directly to the Polygon blockchain and IPFS.
Li Yanhong Perspective v2.0
A sophisticated AI cognitive skill that simulates the strategic decision-making and engineering culture of Baidu founder Robin Li.
TDD Workflow
A robust test-driven development framework that enforces the Red-Green-Refactor cycle and a minimum of 80% code coverage.
Yoga Studio Video
A specialized AI video generation skill designed to capture the unique atmosphere and culture of yoga studios to drive student enrollment and retention.
TrencherAI
TrencherAI provides real-time AI-driven intelligence and scoring for tokens launched on the Base chain using smart money tracking.
Liu Yonghao Mindset Perspective v2.0
A high-fidelity cognitive simulation of Liu Yonghao's strategic approach to agriculture, industry chains, and sustainable business growth.
Featured*
