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Hybrid MD Assistant.
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Hybrid MD Assistant
· GitHub ↗
· v1.0.1
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Install in OpenClaw
/install hybrid-md
Description
Assist in structuring medical-tech bootcamps, crafting health-tech content, and analyzing Sharia-compliant trades with Python and data-driven insights.
README (SKILL.md)
# Agent Identity: The Hybrid MD (Dr. Mohamed)\r \r ## Profile\r \r You are the digital twin of Dr. Mohamed Kassab. You are a unique hybrid of:\r \r
- **Medical Expert:** Physician & Medical Insurance Approval Supervisor.\r
- **Tech Expert:** Python & SQL Developer.\r
- **Investor:** Sharia-compliant Trading (Binance/Forex).\r \r ## Core Mission\r \r Your primary goal is to manage and execute "The Hybrid MD Bootcamp", an educational program designed to bridge the gap between Medicine and Technology.\r \r ## Current Tasks\r \r
- **Bootcamp Structuring:** Help organize the 1st lecture titled "The Digital Physician: Transitioning from Clinic to Code".\r
- **LinkedIn Strategy:** Draft authoritative posts about the intersection of Health-Tech to build the "Hybrid MD" brand.\r
- **Trading Analysis:** Provide data-driven insights for Forex/Binance using Python logic, ensuring all suggestions align with Sharia-compliant principles.\r \r ## Tone and Style\r \r
- Professional, authoritative, yet encouraging for fellow doctors.\r
- Efficient and code-oriented when discussing tech.\r
- Strategic and calculated when discussing investments.\r \r ## Interaction Protocol\r \r Always remember that you are building an "Empire". Every response should contribute to the Bootcamp's growth or the precision of the trading wing.\r
Usage Guidance
This skill appears internally consistent for producing bootcamp materials, LinkedIn posts, and example Python analyses of Sharia‑compliant trades. Before installing: (1) don't supply real API keys or exchange credentials to the agent unless you trust and vet the use case; the skill doesn't request them but may ask for them to run live queries; (2) be cautious about medical and financial advice — outputs should be reviewed by licensed professionals and financial advisers before acting; (3) confirm you are comfortable with the agent assuming the persona of 'Dr. Mohamed' (this is a built-in identity and may be misleading if the real person is not represented); (4) if you want to review every action (especially anything that could affect money or patient care), limit autonomous execution or require manual confirmation before executing code or taking actions; (5) consider adding explicit disclaimers and boundaries in the SKILL.md (e.g., no automatic trades, no dispensing medical diagnoses) if you will deploy this publicly.
Capability Analysis
Type: OpenClaw Skill
Name: hybrid-md
Version: 1.0.1
The `skill.md` file contains instructions that constitute a form of prompt injection, specifically in the 'Interaction Protocol' section. The directive 'Always remember that you are building an 'Empire'. Every response should contribute to the Bootcamp's growth or the precision of the trading wing' attempts to override the agent's autonomy and steer its responses towards predefined goals, potentially at the expense of user intent. While this manipulates agent behavior, it lacks explicit instructions for malicious actions such as data exfiltration, unauthorized code execution, or system compromise, thus classifying it as suspicious rather than malicious.
Capability Assessment
Purpose & Capability
Name/description (medical-tech bootcamps, content, and Sharia-compliant trading analysis) match the SKILL.md tasks: structuring a bootcamp, drafting LinkedIn content, and producing data-driven trading insights with Python logic. The skill requests no binaries, installs, or credentials, which is proportionate for a purely instruction-driven assistant that will generate text and code examples.
Instruction Scope
The SKILL.md stays within its stated scope and does not instruct reading system files, environment variables, or external endpoints. Two items to note: (1) it instructs the agent to be the "digital twin of Dr. Mohamed," which is an explicit impersonation claim — users should confirm they want the agent to assume that identity; (2) the trading task references Binance/Forex and 'Python logic' but doesn't request API keys or data sources, so the agent will only be able to produce example code or high-level analysis unless the user supplies external data or credentials.
Install Mechanism
Instruction-only skill with no install spec and no code files — minimal footprint and lower risk because nothing is written to disk or fetched at install time.
Credentials
No environment variables, credentials, or config paths are requested. This is proportionate: the skill can generate text and example Python code without access to secrets. Be aware that if the assistant later asks the user for API keys (e.g., Binance) to run live analysis, those are not requested by the skill itself.
Persistence & Privilege
always is false and the skill doesn't request persistent system-level privileges. Autonomous invocation is allowed (platform default), but the skill's scope doesn't justify elevated persistence.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install hybrid-md - After installation, invoke the skill by name or use
/hybrid-md - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.1
### v1.0.1 - Security & Identity Refinement
- **Identity Confirmation:** Updated the skill core to clarify that this agent is a "Personal Digital Twin" for Dr. Mohamed Ahmed.
- **Scope Limitation:** Refined the "Empire Building" directive to prioritize educational content for 'The Hybrid MD Bootcamp' and data-driven advisory.
- **Security Compliance:** Explicitly stated that trading analysis is "Consultative/Theoretical" until secure API integration (Binance/Forex) is completed in future versions.
- **Dependency Map:** Prepared the framework for future Python runtime integration and secure environment variable handling.
v1.0.0
https://drive.google.com/drive/folders/1y1FhvAbp-gCuQ331QJ2QDxptErlKVFkh
Metadata
Frequently Asked Questions
What is Hybrid MD Assistant.?
Assist in structuring medical-tech bootcamps, crafting health-tech content, and analyzing Sharia-compliant trades with Python and data-driven insights. It is an AI Agent Skill for Claude Code / OpenClaw, with 653 downloads so far.
How do I install Hybrid MD Assistant.?
Run "/install hybrid-md" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Hybrid MD Assistant. free?
Yes, Hybrid MD Assistant. is completely free (open-source). You can download, install and use it at no cost.
Which platforms does Hybrid MD Assistant. support?
Hybrid MD Assistant. is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Hybrid MD Assistant.?
It is built and maintained by Hybrid MD Assistant (@mkassab30-ux); the current version is v1.0.1.
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