← Back to Skills Marketplace
tomstools11

Research Company

by TomsTools · GitHub ↗ · v1.0.0
cross-platform ✓ Security Clean
2626
Downloads
3
Stars
2
Active Installs
2
Versions
Install in OpenClaw
/install research-company
Description
B2B company research producing professional PDF reports. Use when asked to research a company, analyze a business, create an account profile, or generate market intelligence from a company URL. Outputs a beautifully formatted, downloadable PDF report.
Usage Guidance
This skill appears internally consistent and implements what it claims: use agent web search/fetch to collect public info, assemble a JSON, and produce a PDF using the included Python script. Before installing/using: (1) confirm you trust the agent's web-fetch/search tools because the skill will request public webpages (these could contain personal or sensitive information depending on the target); (2) be prepared to run 'pip install reportlab' in the execution environment (PyPI install risk is ordinary but non-zero); (3) inspect scripts/generate_report.py yourself if you want to be certain no network calls or secret access are added (the provided script appears local-only and reportlab-based); (4) avoid running the skill against targets where you do not have permission to scrape or collect data. Overall the skill is coherent and proportionate to its purpose.
Capability Analysis
Type: OpenClaw Skill Name: research-company Version: 1.0.0 The skill bundle is designed to research companies and generate PDF reports. The `SKILL.md` instructs the agent to perform web searches, build a JSON data structure, install the `reportlab` Python library, write the JSON to a temporary file (`/tmp/research_data.json`), and then execute the `scripts/generate_report.py` script to create a PDF. The Python script itself uses standard libraries and `reportlab` to process the local JSON input and produce a local PDF output. There is no evidence of data exfiltration, malicious execution, persistence mechanisms, or prompt injection attempts to subvert the agent's intent or access unrelated sensitive data. All actions are aligned with the stated purpose.
Capability Assessment
Purpose & Capability
Name/description (company research, PDF reports) match the included assets: SKILL.md describes web searches and data assembly and a bundled PDF generator script (scripts/generate_report.py). No unrelated credentials, binaries, or services are requested.
Instruction Scope
Runtime instructions are scoped to: run web fetch/search tools, assemble a JSON matching the provided schema, run the local PDF generator, and save/deliver the PDF. The instructions do not ask the agent to read unrelated system files, environment variables, or post data to unexpected endpoints.
Install Mechanism
There is no registry install spec (instruction-only), which is low risk. SKILL.md suggests 'pip install reportlab' prior to running the script — a normal dependency install from PyPI. Installing packages from PyPI has standard supply-chain risk but is proportionate to generating PDFs.
Credentials
The skill declares no required environment variables, no credentials, and no config paths. The agent's web fetch/search tools will access public web data as needed; no sensitive secrets are requested by the skill itself.
Persistence & Privilege
always:false (not force-included). The skill does not modify other skills or request persistent system-level privileges. It can be invoked autonomously per platform defaults, which is expected for skills.
How to Use
  1. Make sure OpenClaw is installed (local or Docker)
  2. Run the install command in chat: /install research-company
  3. After installation, invoke the skill by name or use /research-company
  4. Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
Initial release—generates professional B2B company research PDFs. - Added PDF report generation script (scripts/generate_report.py) using reportlab. - Outlined step-by-step workflow: research, build JSON, generate PDF, and deliver report. - Defined comprehensive company research JSON schema and guidance for information gathering. - Included quality standards prioritizing accuracy, specificity, completeness, and citation of evidence.
v0.1.0
- Initial release of the research-company skill for B2B company research. - Produces professional, downloadable PDF reports from a company URL. - Automated workflow: web research, data extraction, JSON report generation, PDF output. - Includes templates for concurrent research, JSON data schema, and a documented PDF generation process. - Emphasizes accuracy, specificity, and clear notation of missing information.
Metadata
Slug research-company
Version 1.0.0
License
All-time Installs 2
Active Installs 2
Total Versions 2
Frequently Asked Questions

What is Research Company?

B2B company research producing professional PDF reports. Use when asked to research a company, analyze a business, create an account profile, or generate market intelligence from a company URL. Outputs a beautifully formatted, downloadable PDF report. It is an AI Agent Skill for Claude Code / OpenClaw, with 2626 downloads so far.

How do I install Research Company?

Run "/install research-company" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.

Is Research Company free?

Yes, Research Company is completely free (open-source). You can download, install and use it at no cost.

Which platforms does Research Company support?

Research Company is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).

Who created Research Company?

It is built and maintained by TomsTools (@tomstools11); the current version is v1.0.0.

💬 Comments