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sf-scrapper
by
VenkataLokesh-dot
· GitHub ↗
· v1.0.0
298
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Install in OpenClaw
/install sf-scrapper
Description
Scrape employee data from a logged-in SAP SuccessFactors browser session using browser automation. Use when: user provides an employee ID and wants employee...
Usage Guidance
This skill is coherent: it scrapes data only from a logged-in Chrome SuccessFactors session via the Browser Relay and asks for no secrets or installs. Before installing, ensure you are authorized to view/scrape the requested employee data and that using UI scraping (instead of the official API) complies with your company's security and audit policies. Verify the OpenClaw Browser Relay extension is trusted and enabled only when you intend to share your session, and avoid running this skill against accounts or data you don't have explicit permission to access. Because the skill's source is unknown, consider only using it in a controlled environment or after reviewing the agent action logs produced when you run it.
Capability Analysis
Type: OpenClaw Skill
Name: sf-scrapper
Version: 1.0.0
The 'sf-scrapper' skill is designed for browser automation to scrape employee data from a user's logged-in SAP SuccessFactors session. The `SKILL.md` instructions are clear, directly align with the stated purpose, and do not contain any evidence of malicious intent such as data exfiltration to external endpoints, unauthorized file access, persistence mechanisms, or prompt injection attempts to subvert the agent's core function. The skill explicitly states to 'Never use OData API, REST endpoints, or any programmatic API,' reinforcing its browser-only scope. While browser automation can be powerful, the instructions provided are confined to navigating and extracting data within the user's own SuccessFactors session.
Capability Assessment
Purpose & Capability
The name/description match the instructions: the skill performs UI scraping of SuccessFactors via a logged-in Chrome tab and the Browser Relay. No unrelated credentials, binaries, or installs are requested.
Instruction Scope
Instructions are focused on taking browser snapshots, navigating deep links, using search fallbacks, and extracting fields from the accessibility tree. One noteworthy design choice: the SKILL.md explicitly forbids using OData/API and directs the agent to rely solely on the UI. That is consistent with the stated purpose but increases reliance on an authenticated browser session and may bypass API audit trails — verify this behavior is acceptable for your organization's policies.
Install Mechanism
No install spec or code is present — this is instruction-only. That minimizes disk writes or third-party package risk. The only external dependency is the user-run OpenClaw Browser Relay Chrome extension (documented in the prerequisites).
Credentials
The skill requests no environment variables, credentials, or config paths. It does suggest an optional Base URL entry in TOOLS.md/workspace, which is non-sensitive and reasonable for deep-link construction.
Persistence & Privilege
The skill is not always-enabled and does not request persistent system privileges. It instructs runtime interactions with the user's Chrome session via the Browser Relay, which is expected for a UI-scraping skill.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install sf-scrapper - After installation, invoke the skill by name or use
/sf-scrapper - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
sf-scraper v1.0.0
- Initial release of a browser automation skill to scrape employee data directly from a logged-in SAP SuccessFactors session.
- Requires user to have SuccessFactors open in Chrome and OpenClaw Browser Relay enabled.
- Supports deep-link navigation to employee profiles and fallback to global search if direct navigation fails.
- Extracts key employee fields (name, email, department, manager, etc.) from the UI, not APIs.
- Handles errors such as not being logged in, insufficient permissions, and page timeouts with clear user guidance.
- Supports batch processing of multiple employee IDs.
Metadata
Frequently Asked Questions
What is sf-scrapper?
Scrape employee data from a logged-in SAP SuccessFactors browser session using browser automation. Use when: user provides an employee ID and wants employee... It is an AI Agent Skill for Claude Code / OpenClaw, with 298 downloads so far.
How do I install sf-scrapper?
Run "/install sf-scrapper" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is sf-scrapper free?
Yes, sf-scrapper is completely free (open-source). You can download, install and use it at no cost.
Which platforms does sf-scrapper support?
sf-scrapper is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created sf-scrapper?
It is built and maintained by VenkataLokesh-dot (@venkatalokesh-dot); the current version is v1.0.0.
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