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Startup Info
by
Bruno Pérez
· GitHub ↗
· v1.0.0
344
Downloads
1
Stars
0
Active Installs
1
Versions
Install in OpenClaw
/install startup-info
Description
Generate concise investor-style briefings on startups using live web searches to extract verified company info, funding, founders, traction, and competitors.
Usage Guidance
This skill is coherent and low-risk in itself, but before enabling it: confirm which browsing/search provider the agent will use and what that provider can access (browser tool may have its own API keys or web access policies); expect some blocked pages (LinkedIn, Crunchbase) and verify sources cited in the output since the prompt allows relying on snippets; if you plan to research private or sensitive startups, be aware of legal/terms-of-service constraints for scraping certain sites.
Capability Analysis
Type: OpenClaw Skill
Name: startup-info
Version: 1.0.0
The skill bundle contains standard metadata and a `SKILL.md` file that provides instructions for an AI agent to act as a startup research analyst. The instructions detail a research strategy using web searches and URL fetching for a given company, followed by an output template. There is no evidence of prompt injection attempting to subvert the agent's purpose, access sensitive data, perform unauthorized actions, or exfiltrate information. All instructions are aligned with the stated goal of producing an investor-style briefing.
Capability Assessment
Purpose & Capability
Name/description (investor-style briefings) align with the instructions: the SKILL.md explicitly instructs the agent to perform web searches, fetch company home/about pages, and extract funding/founder/traction/competitor data. The skill declares no binaries, env vars, or installs—nothing extraneous is requested for the stated task.
Instruction Scope
Runtime instructions are narrowly scoped to web searches, limited follow-up searches (no more than 2 rounds), page fetching, and producing a fixed briefing template. The prompt does not ask the agent to read local files, environment variables, or other system state. One minor operational note: it permits using search snippets when sites block fetching (expected for blocked pages like LinkedIn/Crunchbase).
Install Mechanism
There is no install spec and no code files—this is instruction-only. That minimizes disk writes and executable installs and is proportionate to the described functionality.
Credentials
The skill requests no environment variables, credentials, or config paths. It relies on the agent's web-search/browsing capability (which may itself be backed by provider-specific API keys), but the skill does not request unrelated secrets or elevated access.
Persistence & Privilege
always:false (not force-included). disable-model-invocation:false (normal—agent may invoke it autonomously). The skill does not request persistent system-wide changes or access to other skills' configs.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install startup-info - After installation, invoke the skill by name or use
/startup-info - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
Startup Info — v1.0.0
- Initial release of universal startup briefing skill for any LLM with web search.
- Provides detailed system prompt and research flow for consistent investor-style startup summaries.
- Includes structured output template covering product, founders, funding, traction, competitors, and key risks.
- Outlines search strategies and strict rules for data accuracy, missing info, and edge cases.
- Designed for use with LLM tools supporting web search (e.g., ChatGPT Custom GPTs, Gemini, Claude, Cursor, LangChain agents).
Metadata
Frequently Asked Questions
What is Startup Info?
Generate concise investor-style briefings on startups using live web searches to extract verified company info, funding, founders, traction, and competitors. It is an AI Agent Skill for Claude Code / OpenClaw, with 344 downloads so far.
How do I install Startup Info?
Run "/install startup-info" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Startup Info free?
Yes, Startup Info is completely free (open-source). You can download, install and use it at no cost.
Which platforms does Startup Info support?
Startup Info is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Startup Info?
It is built and maintained by Bruno Pérez (@brunobuddy); the current version is v1.0.0.
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