BUNDLE Security scanned2 skills

    Full-Stack AI App Bundle

    Go from idea to a fully functioning AI product. Use the Solo SaaS Architect to handle your application's infrastructure, authentication, and security audits, while the Custom Data RAG Chatbot Builder handles the development of a production-ready AI chat interface powered by your own data

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    Works with every agent that reads SKILL.md — Claude Code, Cursor, Codex CLI, Gemini CLI, GitHub Copilot, Windsurf, OpenClaw, and more.

    tudor.ai
    Created by
    tudor.ai
    $5$10
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    One payment, lifetime access. 2 skills unlock instantly in your library.

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    What's included

    2 skills

    See it in action

    You say

    Build me a full chatbot that reads my legal contract PDFs, lets clients ask questions about them, shows them which document and page the answer is from, and makes sure no client can access another client's files.

    Your agent does

    ✅ Phase 1 Complete: Document Ingestion Pipeline — PDF parser configured for recursive 1000-character chunking with 200-character overlap — Metadata schema: { documentId, ownerId, pageNumber, filePath, category }

    ✅ Phase 2 Complete: PGVector Database Schema — Table: DocumentChunk (id, ownerId, content, embedding Vector(1536)) — HNSW index on embedding column for sub-ms retrieval

    ✅ Phase 3 Complete: Hybrid Retrieval API Route (POST /api/chat) — Dense cosine-similarity search with ownerId tenant filter (≥ 0.78 threshold) — Sparse BM25 keyword fallback for exact legal clause references — Re-ranked top 4 chunks assembled into bounded system prompt

    ✅ Phase 4 Complete: Chat Widget Component — Floating launcher with slide-in animation — Streaming word-by-word response delivery (SSE) — Citation badge: [contract_nda_v2.pdf — Page 7]

    ✅ Phase 5 Complete: Security Audit Passed — Tenant isolation: all queries filtered by session.userId = ownerId ✓ — Prompt injection guard: user input sanitized and sandboxed ✓ — No hallucination fallback message implemented ✓

    How to install

    Drop the file into your AI Agent. Works with Claude, Cursor, ChatGPT, and 20+ more.

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