// SERVICE SPECIFICATION 11
Continuous Learning & AI Second Brain
Architecting an autonomous personal knowledge engine using NotebookLM, Obsidian vector memory, active context retrieval, and automated research synthesis.
1. Service Overview & Scope
- Personal Knowledge Ingestion: Automating the capture of reading lists, research papers (arXiv), technical newsletters, and meeting notes into a centralized markdown repository.
- Active Context & Vector Retrieval: Setting up local embeddings that surface relevant past ideas and code snippets directly inside your IDE and writing tools.
- Autonomous Research Synthesis: Deploying agent workflows that monitor technical blogs, model releases, and GitHub repositories, generating structured daily summaries.
- Spaced Repetition & Idea Linking: Connecting isolated notes into a dense semantic web using automated bi-directional linking and algorithmic concept review.
- Sleep & Consolidation Workflows: Scheduling autonomous background routines that reorganize, tag, and synthesize weekly learnings while workstation hardware is idle.
2. Standard Architecture & Tools
- Knowledge Hubs & Graph Storage: Obsidian with local markdown storage, NotebookLM for deep source-grounded research, and Logseq.
- Vector & Embedding Databases: Local Qdrant, ChromaDB, or SQLite-vss with open-source embedding models (BGE-M3, Nomic Embed).
- Autonomous Ingestion Pipeline: Python and shell daemons monitoring RSS feeds, Pocket/Instapaper, and PDF drops for automatic text extraction and tagging.
- Local Agent Assistant: Claude Code CLI or Hermes Agent configured to query your personal knowledge vault with strict citations.
3. Deliverable Examples & 4-Week Schedule
- Personal AI Second Brain Vault: Tailored Obsidian workspace with automated tagging, bi-directional link graphs, and daily note templates.
- Automated Paper & Article Ingestion Engine: Background daemon extracting text, metadata, and key findings from PDFs, newsletters, and URLs.
- Local Vector Memory Server: Fast local embedding database powering semantic search across all your past writing and technical notes.
- Weekly Consolidation & Idea Synthesis Cron: Automated script generating weekly knowledge retrospectives and highlighting conceptual connections.
| Timeline | Focus & Architecture | Core Deliverables & Artifacts | Verification & Sign-off Criteria |
|---|---|---|---|
| Week 1 | Information Influx Audit & Vault Architecture | Information stream audit (newsletters, bookmarks, papers, books), Obsidian vault structure design, and folderless taxonomy mapping | Approved information capture workflow, configured Obsidian repository, and template definitions |
| Week 2 | Local Vector Database & Semantic Retrieval | Local vector database deployment (Qdrant/Chroma), embedding pipeline setup, and natural language semantic query testing | Querying personal vault via natural language returning relevant notes and exact source paragraphs in under 500ms |
| Week 3 | Automated Ingestion & Research Agents | Automated PDF parser (arXiv/papers), web article clipper, NotebookLM project synchronization, and RSS watcher scripts | New articles and research papers automatically parsed, tagged, and added to the vector index with zero manual formatting |
| Week 4 | IDE Integration, Consolidation & Handover | Claude Code / terminal CLI knowledge retrieval integration, automated weekly review synthesis cron, and 30-day support onboarding | Active context injection working inside daily developer workflow, full data privacy verified, and personal sign-off |
4. Guarantees & Commitments
- 100% Local & Private Knowledge Base: Personal thoughts, journal notes, and unreleased IP stay strictly on local storage.
- Zero Forgotten Insights: Semantic search retrieves past notes and technical articles using natural language intent.
- Under 60-Second Ingestion for Long Papers: Automatic parsing, key takeaway extraction, and bi-directional linking.
- 30-Day Personal Operational Support: Hands-on assistance configuring tools, updating plugins, and calibrating retrieval prompts.
5. Investment & Pricing Quote
- Modular Service Selection & Flexible Engagement: Clients can freely pick
and choose their services, either individually or bundled under our comprehensive transformation
programs:
- Individual Service Pick (Personal / 1-on-1): $100 USD per service for 5 days of live training + 5 days of dedicated support (10 days total coverage per service). Strictly 1 person only.
- Individual Service Pick (Business / Teams): $200 USD per service for 5 days of live training + 5 days of dedicated support (10 days total coverage per service). Covers up to 20 participants (additional seats at $100 USD per seat).
- Comprehensive Business Training: $2,000 USD for 40 days (20 days live training + 20 days guidance, Q&A and written guides). Includes cohorts up to 20 participants. Extra seats at $100 USD per seat).
- Comprehensive Personal Training: $1,000 USD for 40 days (20 days live training + 20 days guidance, Q&A and written guides). Strictly for 1 person only (private acceleration).
- Global Purchasing Power Parity (PPP) Available for All Service Pricing:
- Tier 1 (Standard / 100%): Individual $100 USD | Business $200 USD | Business 40d $2,000 USD | Personal 40d $1,000 USD (USA, UK, EU, Canada, Australia)
- Tier 2 (Upper-Middle-Income / 25% Off): Individual $75 USD | Business $150 USD | Business 40d $1,500 USD | Personal 40d $750 USD: e.g. Brazil, Mexico, Malaysia, Thailand, Türkiye
- Tier 3 & 4 (Lower-Middle/Low-Income & Startups / 50% Off): Individual $50 USD | Business $100 USD | Business 40d $1,000 USD | Personal 40d $500 USD
- Tier 5 (Academia & Non-Profits / 75% Off): Individual $25 USD | Business $50 USD | Business 40d $500 USD | Personal 40d $250 USD
- Tier 6 (Crisis-Affected & Under-Resourced Regions): Individual $10 USD | Business $20 USD | Custom Subsidized Relief / Micro-Rates
- Calculate and lock in your exact tier rate live on the Pricing page.
- Payment Schedule:
- Zero upfront advance; billed in 5 equal milestone installments due only after verified instruction and runtime delivery.
6. Summary
- Personal Knowledge Superpower: Transform disjointed bookmarks and notes into an active, interconnected AI second brain.
- Local Vector Retrieval: Sub-second semantic search across all your past writing and research without cloud dependency.
- Frictionless Ingestion: Background daemons capturing and tagging research papers while you focus on deep work.
- Strict 1-Month Delivery: Fully functional personal knowledge engine operating within 4 weeks.
- Total Privacy: Complete data sovereignty with zero external leakage of confidential notes.