From 2ddbb7dd8adda4d72b3fefbae9e35a5c445960b5 Mon Sep 17 00:00:00 2001
From: Administrator <tonio.ball@protonmail.com>
Date: Fri, 4 Apr 2025 07:01:57 +0000
Subject: [PATCH] docs: create home

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+---
+title: home
+description: home
+published: true
+date: 2025-04-04T07:01:55.964Z
+tags: 
+editor: markdown
+dateCreated: 2025-04-04T07:01:55.964Z
+---
+
+<!--
+---
+title: "Janusian Documentation Strategy"
+description: "A strategy for building human-readable, RAG-optimized documentation for AI agents at NeuroMentum."
+project: "infra_docs"
+category: "meta"
+tags: ["documentation", "RAG", "ai_agent", "wiki", "postgres"]
+hierarchy: ["meta"]
+created: "2025-04-04"
+last_reviewed: "2025-04-04"
+visibility: ["human", "ai_agent"]
+agent_usage_hint: "Use this strategy to format all documentation for dual human-agent readability."
+version: "v1"
+---
+-->
+
+# 🪶 **Janusian Documentation Strategy**  
+### For AI Agent & PostgreSQL Infrastructure at NeuroMentum
+
+---
+
+## 🌟 **Preamble: The Janusian Vision**
+
+Our documentation is more than technical scaffolding — it’s an interface between human insight and machine inference. Following **Janusian design principles**, this plan ensures:
+
+- 🧠 **Human-readability** (wiki-style hierarchy, intuitive naming)
+- 🤖 **AI-compatibility** (semantic metadata, chunked content, retriever-optimized)
+- 🔄 **Dual-perspective thinking**: all docs are shaped for both **intelligent co-developers** and **intelligent consumers** (agents, LLMs, and future tools)
+- 🔮 **Future-proofing** via metadata, version control, and traceable structure
+
+---
+
+## 📁 1. **Folder Hierarchy: Wiki-Readable, Logically Scoped**
+
+Keep folder structure intuitive, max 3–4 levels deep:
+
+```
+docs/
+├── postgres/
+│   ├── schemas/
+│   ├── monitoring/
+│   └── admin_tasks/
+├── personas/
+│   ├── chatgpt/
+│   ├── khebri/
+│   ├── scarabone/
+│   └── scarabtwo/
+├── agent_architecture/
+│   ├── kafka/
+│   ├── llm_integration/
+│   └── task_orchestration/
+├── reference/
+│   └── utf8_handling.md
+└── manifest.md
+```
+
+📌 Each folder = a logical domain  
+📌 Each file = a self-contained, RAG-chunkable unit
+
+---
+
+## 🏷️ 2. **Embedded Metadata per File**
+
+Every file begins with **structured YAML frontmatter**:
+
+```yaml
+---
+title: "Khebri Schema"
+description: "PostgreSQL schema for thread tracking and status."
+project: "chatBCI"
+category: "schemas"
+tags: ["postgres", "khebri", "thread", "active_status", "sql"]
+hierarchy: ["postgres", "schemas"]
+created: "2025-03-31"
+last_reviewed: "2025-04-04"
+visibility: ["human", "ai_agent", "scout_agent"]
+agent_usage_hint: "Use when setting up or querying thread states"
+version: "v1"
+---
+```
+
+📎 Purpose:
+- Helps RAG engines **filter** and **rank** results
+- Enables **traceability** for future tooling
+- Bridges intent between human and AI agents
+
+---
+
+## 📦 3. **Chunking + RAG Readiness Guidelines**
+
+Each doc should:
+- Be under **1000–1500 tokens per section**
+- Use **semantic headings** (e.g., `## Create Thread Table`, `## Reset Identity Counter`)
+- Include **examples + explanations** (`Why`, `When`, `How`)
+- Add **"Janusian Intent"** callouts:
+
+```md
+> 🧠 Janusian Intent: This query resets identity counters to preserve clean state across simulation iterations and testing loops.
+```
+
+---
+
+## 🧠 4. **Central Metadata Registry: `janus_index.json`**
+
+Maintained at project root (`docs/`), this file tracks every document:
+
+```json
+{
+  "docs/postgres/schemas/khebri.sql": {
+    "title": "Khebri Schema",
+    "tags": ["postgres", "schema", "threads"],
+    "hierarchy": ["postgres", "schemas"],
+    "version": "v1",
+    "agent_usage_hint": "Used during thread setup, task tracking",
+    "visibility": ["ai_agent", "human"]
+  }
+}
+```
+
+💡 **Bonus**: Later you can auto-generate this via a crawler script.
+
+---
+
+## 🧬 5. **Versioning + Change History**
+
+Use simple folder or file-based versioning:
+```
+docs/
+└── personas/
+    └── khebri/
+        ├── v1.md
+        └── v2.md
+```
+
+Or append version into frontmatter and add `CHANGELOG.md` per folder:
+
+```yaml
+version: "v2"
+changelog:
+  - "2025-04-01: Added updated persona structure"
+  - "2025-03-31: Initial draft"
+```
+
+---
+
+## ⚙️ 6. **RAG Integration Features (Future-Ready)**
+
+Later, these files can power:
+- **Chunk-based vector search**
+- **Metadata + embedding fusion retrieval**
+- **Agent-specific prompt context filters** (via `tags`, `hierarchy`, `agent_usage_hint`)
+- **Access gating** with `visibility` field
+
+📦 Optional: Extend with `graph` or `relations` fields to define links:
+
+```yaml
+graph:
+  links_to: ["state_transitions.md", "thread_multistates.md"]
+  agent_role: "architect"
+```
+
+---
+
+## 🚀 7. **Starter Scripts to Support This System**
+
+We can build:
+- `build_index.py`: Scans folders, extracts frontmatter, outputs `janus_index.json`
+- `chunk_docs.py`: Breaks large docs into overlapping chunks with hierarchy/context
+- `rag_query_preview.py`: Preview which doc chunks would be retrieved for a given question
+
+Let me know if you'd like these generated! 💻
+
+---
+
+## 🧭 8. **Agent-Aware Style Guidelines**
+
+| Style Area       | Guideline |
+|------------------|-----------|
+| 💬 Headings      | Use `##` or `###` consistently for chunk boundaries |
+| 💡 Intent Blocks | Add "Janusian Intent" sections to explain *purpose* |
+| 💻 Code Blocks   | Use real SQL / shell / markdown examples |
+| 🔗 Cross-links   | Use relative paths: `[See thread states](../states.md)` |
+| 🔒 Access Hints  | Use `visibility` to mark human vs. agent-readable |
+
+---
+
+## 📌 Final Summary
+
+**Your RAG-ready Janusian doc system** will be:
+
+- 🔍 **Searchable** by humans and AI
+- 🧱 **Modular**, well-scoped, chunkable
+- 🏷️ **Metadata-rich**, with project, version, intent, and role info
+- 🧠 **Philosophically aligned** with human-AI co-development
+- 💡 **Designed to scale**, as agents and tooling grow
+
+---
+