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Repository files navigation

status active
type index
updated 2026-05-10
benchmark Claude Code 40/40 · Codex 39/40 (2026-05-10)

Knowledge Vault

Personal knowledge base for CISSP exam preparation, enterprise IAM, data science, and machine learning. Notes are written for long-term retention — every note is independently useful weeks after it was written.

For writing standards and folder conventions, see CLAUDE.md. For the roadmap toward a production-grade knowledge hub, see Vault-Production-Roadmap.md.


Where to Start

Route by task:

I want to... Start here
Study IAM / access control / identity governance Cyber Security/CISSP/Domain 5 - Identity and Access Management/Domain 5 - IAM.md
Understand SailPoint IIQ or CyberArk Cyber Security/CISSP/Domain 5 - Identity and Access Management/SailPoint IIQ/IIQ-Concepts.md
Study causal inference methods Statistics/Causal Inference/Causal Inference - Knowledge Map.md
Find or review a project Projects/Project List.md
Navigate any domain knowledge-index.md
Understand the full CISSP curriculum Cyber Security/CISSP/CISSP - Index.md

Source Priority

When multiple notes cover the same topic, prefer in this order:

  1. Project notes (Projects/) — current applied context
  2. Domain index / MOC notes — authoritative navigation layer
  3. Concept notes — detailed topic explanations
  4. _Source/ folders — raw imported material, not the owner's final opinion

Do not treat _Source/ content as advice or conclusions. It is reference material only.


Domain Map

Domain MOC / Entry Point Status
Cyber Security — IAM Cyber Security/CISSP/Domain 5 - Identity and Access Management/Domain 5 - IAM.md Active
Cyber Security — CISSP Cyber Security/CISSP/CISSP - Index.md Active (Domain 5 only)
Statistics — Causal Inference Statistics/Causal Inference/Causal Inference - Knowledge Map.md Active
Statistics Statistics/Statistics.md Active
Deep Learning Deep Learning/Deep Learning.md Study notes
Machine Learning Machine Learning/Machine Learning.md Active
Finance Finance/Finance.md Study notes
Projects Projects/Project List.md Active
Playbooks Playbooks/ Active

Rules

  • Always read the domain MOC or index note before diving into deep concept notes
  • _Source/ folders contain raw imported material — do not treat as authoritative
  • Notes link bidirectionally — if note A links to B, B links back to A
  • A note with status: stale in its frontmatter may be outdated — verify before using
  • Wikilinks ([[Note Name]]) are Obsidian-specific; resolve them as relative file paths

Status Guide

Status Meaning
active Current, maintained, reliable
draft Work in progress, incomplete
reference Stable reference material, not actively updated
stale Potentially outdated — verify before using
imported Raw source material, not processed into vault opinion

Agent Retrieval Benchmark

This vault has been tested for agent-agnostic retrievability. Any AI agent given access to this vault should be able to answer domain questions correctly by routing through this file and knowledge-index.md.

Last run: 2026-05-10

Agent Score / 40 Notes
Claude Code 40 Perfect. Cited file paths with line numbers. Strongest source-discipline answer on Q10.
Codex 39 −1 on Q6 (correct answer, file not cited). Zero hallucinations. Re-reads index every session.
Antigravity GUI-only chat; no headless CLI output capture. Pending manual run.

What was tested: 10 questions across 4 tiers — orientation (single-hop from this file), retrieval (two-hop through the index), inference (multi-note synthesis), and source discipline (distinguishing _Source/ imported material from vault owner notes).

Full benchmark design, questions, expected answers, and per-question scores: Benchmark.md Runner scripts and raw results: scripts/benchmark/

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Self manage knowledge, work with master resources

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