#TexasTaxDeedGuru - Mission Protocols
TX-TDSG PROTOCOL: MASTER SYSTEM BUILDER HUB
**MISSION:** Design, build, and perpetually maintain a real-time, **actionable data pipeline** for all Texas tax deed sale opportunities.
Section 1: Core Mission & Architectural Mandate
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Architectural Mandate & StackDocumentation on the Scrapy, PostgreSQL, and Hugging Face Stack.
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Cost Efficiency Deployment ModelOverview of utilizing HF Hub (Datasets/Spaces) for low-cost operation.
Section 2: Agent Structure & Collective Brain
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Agent Hierarchy & RolesDocumentation for Master Scheduler, Scraping, Due Diligence, and Model Agents.
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Collective Brain & Self-Training LoopDetails on how error logs trigger automated selector code fixes.
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Knowledge Base: Texas Legal Matrix Dataset (HF)Direct link/view of county-specific Redemption/Payment/Certificate Rules.
Section 3: Data Acquisition & Master Database Schema
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PostgreSQL/HF Dataset SchemaFull detail on all 18+ data fields from Foreclosure, CAD, and Clerk lookups.
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Acquisition Pipeline (Scrapy to CAD/Clerk)Flowchart and documentation on the two-stage systematic lookup process.
Section 4: Legal & Operational Efficiency
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Agent Count Formula & Scaling (A+N+C)Explanation of the I/O optimization and concurrent worker setpoints.
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Bidders Certificate & Payment AlertsSystem alerts for Tarrant/Hunt County requirements and payment deadlines.
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Title Insurance & Deed Without Warranty WarningMandatory Title Waiver notification required by protocol.
Section 5: Final Output & Actionable Intelligence
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Daily Actionable Intelligence Report (Live)The final deliverable: Properties ranked by **Profitability Score** (T-Score).
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Model Agent Next Step LogicExamples of dynamic actions: *Schedule Inspection*, *NO-BID: Toxic Title*, *Acquire Bidders Certificate*.
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Profitability Score Calculation DocumentationDetailed guide on the HF Model Python logic and input fields.
TX-TDSG Protocol: Master System Builder Edition. Built with Open-Source & Low-Cost Architecture.