Append-only operational history. Entries should start with ## [YYYY-MM-DD] operation | Title.

[2026-05-15] output | Live Clinic 61 synthesis + file moves

  • Created Grok - Live Clinic 61: Opening the Black Box of Learning in closer alignment with GPT style for this brief: clean process diagrams, weak-vs-better contrasts, minimal narrative, full removal of attribution language (“Justin outlines…”, “actually”, etc.), while preserving the neutral black box framing.
  • Moved both Live Clinic 44 and Live Clinic 61 source files into local-only source storage to mark them as processed.
  • Updated Source Index with the processed status and synthesis targets.

[2026-05-15] compile | Opening the Black Box of Learning technique page

  • Created Opening the Black Box of Learning as a new technique page distilled from Live Clinic 61.
  • Used neutral framing (black box as unseen processes, not something you are “inside”).
  • Strong diagnostic sequence with process questions, input/output separation, and stress-testing guidance.
  • Added the page to index.md.

[2026-05-15] output | Watch This To Force Your Brain To Study FASTER brief

[2026-05-15] compile | Schema Construction, Assimilation, and Reorganization technique page

[2026-05-15] output | Live Clinic 44 syntopical reading synthesis

[2026-05-15] maintenance | Refined brief writing standards

  • Updated Writing Standards based on direct comparison of Grok, GPT, and Sonnet versions of Live Clinic 44.
  • Formalized hybrid preference: Grok-style Core Thesis (direct bolded insight, no session summary), GPT-style Compressed/Key Takeaways + body structure + process flows, Sonnet-style short functional blurbs (“what it is + why it matters”) under layers and steps.
  • Added guidance on using concrete arrow diagrams / process flows and requiring short “why this step matters” descriptions.
  • Kept standards intentionally flexible — these are observed patterns, not rigid templates.

[2026-05-15] compile | Syntopical Reading technique page

  • Created Syntopical Reading - Learning from Multiple Dense Resources as a new technique page.
  • Positioned it as an advanced extension of Prestudy for multi-source dense material (research articles in particular).
  • Used the updated hybrid brief standards: direct Grok-style Core Thesis, clean takeaways, layering table with functional blurbs, process flow diagram, and strong links into Prestudy + BHS.
  • Added the page to index.md.
  • Source: new Clippings transcript of Justin Sung live clinic with Andrew on syntopical reading from multiple dense research articles (kinesiology domain).
  • Key extracted operating model: deliberate layering by cognitive accessibility (images → structure → prose), cross-source relationship mapping from the start, working hypotheses, avoidance of segmental mapping, and prestudy as readiness-building rather than early content coverage.
  • Updated Source Index to mark the Clippings item as output synthesized.
  • Connected the synthesis to Prestudy, Bear Hunter System, Deep Processing, First Principles of ICS, and related pages.

[2026-05-13] output | NX synthesis and writing-style refinement

[2026-05-12] compile | Minimalism section

[2026-05-12] maintenance | Simplify homepage orientation

  • Removed the long project explanation from Home so the page opens with the knowledge graph and Current Focus.
  • Moved the explanation of the LLM-maintained knowledge-base pattern into About above the personal bio.
  • Kept Knowledge Base Index focused on the full catalog.

[2026-05-12] compile | Minimally viable learning system

[2026-05-12] output | How to Force Your Brain To Be Motivated

  • Added GPT - How to Force Your Brain To Be Motivated as an output synthesis.
  • Positioned motivation dependence as a self-management failure mode where action depends on emotional readiness.
  • Extracted the DFUZ operating model: distinguish feeling from action, act before motivation changes, expand uptime, and build a focus zone.

[2026-05-12] compile | The Age Of Nonlinear Returns

[2026-05-12] compile | Sell the Truth

[2026-05-12] compile | How to Unlearn Old or Bad Habits Efficiently

[2026-05-11] compile | Interleaving for complex problem solving

[2026-05-11] compile | Prestudy layer

[2026-05-11] compile | Priority 0 focus primer and balancing rewrite

  • Rewrote Balancing Multiple Interests: Breadth v Focus around the operating model of active loops, controlled rotation, failure modes, practical feel, and implications for the Journal / Goals / Skills workflow.
  • Added public Priority 0 as a focus-primer page for Agentic Engineering, Learning Systems, Vietnamese, Fitness, Relationships, and parked-but-alive Chinese.
  • Added a local-only private Skills area for future skill-index work while keeping the detailed Skills Index out of the public site.
  • Updated Git and Quartz visibility rules so Priority 0 publishes, while private skill work stays local.

[2026-05-11] compile | First principles and technique-use synthesis

[2026-05-08] compile | ICS decision-making section

[2026-05-08] compile | ICS focus and procrastination pages

[2026-05-08] compile | Attention Management

[2026-05-08] maintenance | Rename homepage to LLM Knowledge Base

  • Renamed public-facing homepage and navigation labels from “LLM Wiki” to “LLM Knowledge Base.”
  • Renamed LLM Wiki Index to Knowledge Base Index.
  • Kept URLs and file paths stable.

[2026-05-08] maintenance | Make LLM Wiki the homepage

  • Moved the personal bio from LLM Wiki into About.
  • Changed the root homepage to a public LLM Wiki landing page with the wiki graph.
  • Changed top navigation to Blog / LLM Wiki / About.
  • Renamed the old Notes page to LLM Wiki Index for the full catalog.
  • Updated layout rules so the large wiki graph appears on the root homepage.

[2026-05-08] maintenance | Simplify writing standards

  • Replaced rigid style guidance in AGENTS and Writing Standards with a lighter “useful operating notes” standard.
  • Removed phrase lists and type-specific structure rules that were making drafts feel templated.
  • Added guidance to preserve strong existing language unless there is a clear reason to change it.

[2026-05-08] maintenance | Field-manual writing style

  • Updated AGENTS and Writing Standards to favor practical field-manual prose over sterile encyclopedia prose.
  • Clarified that role-before-theory should explain when to use an idea, what it replaces or improves, what it produces, and what it connects to next.
  • Added preferred and weak phrase patterns for future wiki pages.

[2026-05-08] maintenance | Writing standards and wiki expansion workflows

[2026-05-02] setup | Phase 1 vault scaffold

  • Created separate Obsidian/Git vault for the LLM knowledge base.
  • Added raw/, wiki/, outputs/, templates/, and tools/.
  • Added README.md, .gitignore, .obsidian basics, and initial AGENTS.md.

[2026-05-02] compile | Initial metacognition wiki pass

[2026-05-02] maintenance | Align schema with Karpathy LLM-wiki pattern

  • Added index as the content-oriented wiki catalog.
  • Added root log as the append-only operation history.
  • Expanded AGENTS with explicit architecture, ingest, query, lint, index, and logging workflows.
  • Added Implementation Plan to make the build phases durable in the vault.

[2026-05-02] compile | Karpathy LLM use and agentic engineering sources

[2026-05-04] compile | Study-system cluster

[2026-05-04] compile | Dimensions of Learning hub layer

[2026-05-06] compile | High-value learning system pages

[2026-05-06] compile | Refold language resource catalogs

[2026-05-06] compile | Refold course concept pages

[2026-05-06] compile | Language Isn’t Math

[2026-05-06] compile | Naval AI sources and book summaries

[2026-05-06] compile | Red Team Handbook section

  • Added a dedicated Red Teaming section from TRADOC G-2 / UFMCS, The Red Team Handbook, Version 9.0:
    • Red Teaming
    • Four Principles of Red Teaming
    • Self-Awareness and Reflection
    • Groupthink Mitigation and Decision Support
    • Fostering Cultural Empathy
    • Applied Critical Thinking
    • Creative Thinking
    • Assumption Tools
    • Perspective-Shifting Tools
    • Group Process Tools
    • Failure Analysis Tools
    • Communication Tools
    • Four Ways of Seeing
    • Analysis of Competing Hypotheses
    • Key Assumptions Check
    • Premortem Analysis
    • Stakeholder Mapping
    • String of Pearls
    • SEE-I
    • Five Whys
    • Devils Advocacy
    • Team A Team B Analysis
  • Connected Red Teaming to Metacognition: The Control Layer, Self-Regulation, and Bear Hunter System.
  • Updated command-center navigation, Source Index, bibliography, open questions, and public index.

[2026-05-06] maintenance | Red Team directory rename and takeaways

  • Renamed the section directory from wiki/Red Teaming to wiki/Red Team.
  • Updated internal links to the new directory path.
  • Added concise key takeaways to Red Teaming.

[2026-05-07] compile | ICS System synthesis

[2026-05-07] compile | ICS System source rebuild

  • Rebuilt ICS System directly from the Justin Sung / iCanStudy source corpus.
  • Added the actual course architecture: skill spheres, Kickstart, High-Yield, Growth, Growth climb, TLS, BHS, retrieval, WPW, multipass, learning efficiency, self-management, mindset, and decision-making.
  • Preserved public-safe paraphrasing and avoided exposing source paths.

[2026-05-07] compile | Refold system source rebuild

  • Rebuilt Refold Language Learning System from the full Refold language-learning source corpus.
  • Added the acquisition model, course phases, three pillars, attention/noticing, comprehension hacking, writing systems, characters, grammar priming, vocabulary review, tracking, and Vietnamese/Mandarin translation.
  • Preserved public-safe paraphrasing and avoided exposing source paths.

[2026-05-07] compile | Agentic Engineering hub rebuild

  • Rebuilt Agentic Engineering as a high-level hub.
  • Integrated local Karpathy/Naval wiki sources with external public sources from Anthropic, OpenAI, and HumanLayer.
  • Refined the page into a best-practices note focused on building with agents: quality bar, specs, one-layer-below understanding, verifiability, context, agent-native infrastructure, review, and bounded delegation.

[2026-05-07] compile | Reverse Goal Setting

[2026-05-07] compile | Neuroticism and mindset pages

  • Added Neuroticism from the learning-system source material, with public-safe synthesis around threat sensitivity, distorted thinking, prevention, planning, measurement, focus training, and chain analysis.
  • Added Fixed vs Growth Mindset from the learning-system source material, with emphasis on identity, mistakes, feedback, chain of performance, CPJ reframing, and safe experimentation.
  • Connected both pages to Mindset, Self-Regulation, and ICS System.

[2026-05-07] compile | Practical BHS expansion

  • Expanded Bear Hunter System, Aim, Shoot, and Skin from the learning-system source material.
  • Reoriented the pages toward practical use: when to do each step, what to write, what the artifact should look like, quality checks, failure modes, and retrieval handoff.
  • Renamed the mindset concept page to Fixed vs Growth Mindset.

[2026-05-16] compile | Suicidal Empathy fold-in

  • Created dedicated book page Suicidal Empathy (high-signal operating synthesis: Core Thesis on decoupled empathy, chapter operating models, inoculation protocol from Chapter 8).
  • Updated The Parasitic Mind with a short successor note positioning Suicidal Empathy as the emotional counterpart.
  • The existing Suicidal Empathy concept page was already rewritten in the preferred high-signal style (operating models with -> flows, sharp mechanisms, repair protocol, minimal throat-clearing).
  • Added the new book page to Notes Index.
  • Strengthened cross-links across Red Teaming, Decision Making, and communication pages (many already referenced the concept).

[2026-05-07] maintenance | Personal site homepage

  • Replaced the root homepage with a short personal landing page.
  • Moved the knowledge-base catalog to Notes.
  • Added Blog as an empty blog landing page.
  • Added global Home / Blog / Notes navigation.
  • Updated Quartz configuration for the root logos52.github.io site URL.

[2026-05-10] compile | Applied Critical Thinking

[2026-05-10] compile | Applied Critical Thinking speed pass

  • Rebalanced Applied Critical Thinking: Testing Frames toward speed plus accuracy.
  • Added dedicated media/public narrative and LLM/AI output sections while keeping a focused Red Teaming application section.

[2026-05-16] compile | NX folder integration - Meiwaku and Style

  • Created Meiwaku as a core concept page (social cost accounting and minimization of unnecessary burden). Strong connection to Minimalism and communication restraint.
  • Created Style as a concept page (recognizable execution as brain priming, with emphasis on recessive/mature style). Leveraged the high-quality GPT - NX Style synthesis.
  • Both pages link into the existing Minimalism cluster and communication-related pages.
  • Existing GPT - NX syntheses (especially Style and Meiwaku) were used as high-signal base material.

[2026-05-16] compile | NX folder integration - Experiences section + more concepts

  • Set up Experiences as a top-level wiki category with hub page Experiences.

  • Added to top navigation (after Journal).

  • Created Experiences section. Initially created separate pages for Taiwan 2020 and Japan 2020 based on original NX atomic notes.

  • Merged Japan 2020 content into Taiwan 2020 (as requested — Japan was only an 8-day side trip during the Taiwan period). The Japan 2020 page now points to the merged version.

  • Created additional concept pages:

  • Created Red Team Training (UFMCS) under Experiences. Strong personal reflection on the value of cultural empathy and assumption-challenging from Army Red Team training.

[2026-05-16] compile | NX folder - Large batch integration

[2026-05-16] compile | Rest and recovery clipping

  • Created GPT - How to Rest So Well You Never Feel Exhausted Again from the rest/recovery clipping.
  • Moved the current public clipping inbox files into raw/sources/, including the MG and Kolbs template tour set under raw/sources/MG and Kolbs/.
  • Updated Source Index and output source references so the moved clippings now point to their raw source paths.

[2026-05-16] wiki | Recovery page integrated

[2026-05-16] wiki | Bias and Framing merged

[2026-05-16] refactor | Self-Regulation dimension

  • Updated the main Self-Regulation hub page to be a proper overview with links to supporting pages.
  • Moved the following pages into wiki/Dimensions/Self-Regulation/:
    • Recovery
    • How to Shift Your Brain to Be Motivated (when you don’t feel like it)
    • How to Maintain Sustainable Energy Under Pressure
    • Marginal Gains
    • Metacognition - The Control Layer
    • The Technique Is Only as Good as the Thinking It Produces
  • Fixed internal links in the moved pages.
  • Updated the Notes Index with new locations (all four pages now correctly listed under Self-Regulation).

[2026-05-16] refactor | Full migration execution (no phases)

  • Created new folder structure:
    • wiki/Systems/ (with MG & Kolbs/ and AI & Agentic Systems/)
    • wiki/Domains/ (with Red Team, Language, Minimalism, Decision Making, AI & Tooling, Miscellaneous)
    • Subfolders under Dimensions/ for Mindset, Self-Management, Self-Regulation, Deep Processing, Retrieval
  • Moved major content:
    • Full Bear Hunter System (including Aim, Shoot, Skin) into Dimensions/Deep Processing
    • Kolbs Experiential Cycle, Reverse Goal Setting, Skills Audit into Dimensions/Self-Management
    • Marginal Gains into Dimensions/Mindset
    • Agentic Engineering, Vibe Coding, Software 3.0, LLM Knowledge Systems, Context Engineering, Thinking Models into Systems/AI & Agentic Systems
    • MG & Kolbs into Systems/MG & Kolbs
    • Exam-specific pages into Domains/Miscellaneous
  • Updated Notes Index for moved pages
  • Began link cleanup in affected folders

[2026-05-16] refactor | Deep Processing dimension - file moves

  • Moved 14 pages into wiki/Dimensions/Deep Processing/:

    • Bear Hunter System (full system)
    • Syntopical Reading
    • Thinking on Paper
    • Prestudy
    • Schema Construction, Assimilation, and Reorganization
    • Interleaving for Complex Problem Solving
    • Schema
    • Best-attempt Encoding
    • Deep Processing for Research
    • Deep Processing Practice
    • Higher-Order Learning
    • Importance-Based Chunking
    • Knowledge Mastery
    • Layers of Learning
  • Added “Part of Deep Processing” header to all pages in the folder.

  • Updated several entries in the Notes Index.

  • Merged the separate Bias and Framing pages into a single stronger page: Bias and Framing.

  • Deleted the two old pages and updated the Notes Index.

  • Moved the hybrid (GPT + Sonnet) synthesis of Justin Sung’s “How to Rest So Well You Never Feel Exhausted Again” into the wiki as Recovery.

  • Added to Notes Index.

  • Linked to Self-Regulation, Bear Hunter System, Marginal Gains, and Priority 0.

  • The hybrid brief remains in outputs as reference.

[2026-05-16] refine | Dimension hubs and hybrid model workflow

  • Refined the post-migration wiki structure across the Five Dimensions, AI systems, workflows, books, Red Team, language resources, and supporting concept pages.
  • Added How Top Performers Learn as a synthesis page connecting top-performer learning, learning assets, and the Five Dimensions.
  • Added Hybrid Model Workflows, Grok + Hermes to document the current multi-model workflow: Grok for high-level framing, Hermes/Aider for local execution and structural cleanup.
  • Strengthened Dimensions of Learning, Retrieval, Self-Regulation, Self-Management, and Mindset so the hubs function more like diagnostic control surfaces.
  • Repaired many internal links left over from the wiki/Techniques/ and broad wiki/Concepts/ migration into wiki/Dimensions/, wiki/Systems/, and wiki/Domains/.

[2026-05-17] develop | Agent workflow, 30-day challenges, and session memory

  • Added Current Agentic LLM Stack to document Grok, Hermes 3, Ollama, Aider, and the current local/remote division of labor.
  • Refined Hybrid Model Workflows, Grok + Hermes around Hermes as the local agent and Grok as the high-level reasoning layer.
  • Expanded AGENTS with model-specific guidance, Hermes access boundaries, and the raw/sessions/ session-summary habit for reviewable agent memory.
  • Added 30-Day Challenges plus dimension-specific challenge pages for Mindset, Self-Management, Self-Regulation, Deep Processing, and Retrieval.
  • Refined How Top Performers Learn around learning assets and the understand / remember / apply / perform model.
  • Added new clippings for future processing: Hermes Agent Masterclass, How to Build Your Second Brain, and the r0b0tlab filesystem-first LLM-wiki / Obsidian / Hermes memory system.

[2026-05-18] maintenance | L3→L2 skill evolution + cleanup

  • Ran full evolution cycle on l3-to-l2-voice-converter (4 variants evaluated).
  • Applied Variant D as active prompt (v0.5).
  • Removed Python helper script to keep skill pure.
  • Created journal entry and updated calendar.