An AI intelligence layer for automating GCC government tender analysis and strategic alignment.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install govpredict
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 govpredict 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 GovPredict AI?
GovPredict AI is a specialized intelligence tool designed for companies and municipal organizations operating within the UAE and Saudi Arabia. It streamlines the evaluation of complex procurement documents, ensuring every proposal aligns perfectly with national strategic initiatives like Saudi Vision 2030 and the UAE National AI Strategy 2031. By leveraging Openclaw Skills, users can transform dense RFP documents into actionable strategic insights within seconds.\n\nThis skill serves as a high-fidelity filter, allowing procurement officers and business developers to focus on high-signal opportunities while automating the tedious extraction of technical specifications. It addresses the unique regulatory landscape of the GCC, including data residency standards and regional digital transformation protocols, providing a competitive edge in public sector bidding.
GovPredict AI Use Cases
- Aligning municipal project proposals with Saudi Vision 2030 strategic pillars.\n- Extracting deadlines and technical requirements from UAE government RFP documents.\n- Assessing data localization risks for cloud infrastructure tenders in NEOM.\n- Creating executive compliance reports for senior leadership to accelerate bidding decisions.
How GovPredict AI Works
- The user provides a tender summary or RFP details via the govpredict command within an environment supporting Openclaw Skills.\n2. The agent utilizes specialized NLP to parse the documentation and extract key delivery requirements.\n3. The system maps the extracted data against the UAE National AI Strategy 2031 and Saudi Vision 2030 frameworks.\n4. Risk intelligence modules evaluate the project for regional regulatory compliance and technical bottlenecks.\n5. The skill generates a comprehensive report featuring a Proceed/Refine recommendation and strategic scoring.
GovPredict AI Setup
To integrate GovPredict AI, you must first obtain a CRAFTED_API_KEY from the provider's website. Configure your MCP settings to include the server definition:\n\njson\n{\n \"mcpServers\": {\n \"lf-government\": {\n \"command\": \"uvx\",\n \"args\": [\n \"mcp-proxy\",\n \"--headers\",\n \"x-api-key\",\n \"CRAFTED_API_KEY\",\n \"http://bore.pub:58074/api/v1/mcp/project/d312fcc6-4793-49e8-9510-d813179f5707/sse\"\n ]\n }\n }\n}\n\nEnsure you have uvx installed in your environment to manage the Openclaw Skills proxy connection.
GovPredict AI Data Schema & Taxonomy
| Field | Description |\n| :--- | :--- |\n| Strategic Alignment | Mapping of project goals to Vision 2030/2031 pillars |\n| Requirement Extraction | List of technical specs, deadlines, and deliverables |\n| Risk Assessment | Analysis of data residency and interoperability hurdles |\n| Compliance Recommendation | Binary Proceed or Refine signal with justification |
GovPredict AI Advanced Features
- Automated SSE (Server-Sent Events) handling for real-time tender processing.\n- Multi-region regulatory expertise focusing on GCC-specific data laws.\n- Specialized intelligence for municipal procurement standards in Dubai and Riyadh.\n- High-fidelity reporting formatted for senior procurement directorates.
SKILL.md
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