# DejaViewed Knowledge Context

*Auto-generated 2026-04-10 · 209 entries across 5 collections*

This document maps everything saved in the DejaViewed catalog. Use it to surface
relevant tools, techniques, repos, and guides when the user's task matches a domain below.

**Queryable index:** `catalog.json` (same directory) has full structured data with indices.

## Quick Stats

- **209** curated entries from **99** creators
- **28** S-tier · **84** A-tier · **36** B-tier
- **79** unique tools · **139** techniques · **27** models
- **20** deep-dive guides written
- Collections: ai1 (57), ai4 (56), ai3 (45), quant (27), ai2 (24)

## Domain Map

When the user works in one of these domains, surface the matching entries:

- **agents** [41 items] (11S/14A) — Gemini CLI — free terminal coding agent, 1K req/day, Gemini 2.5 Pro; Blender MCP + Tripo — 2D reference image to full 3D scene; Boris Cherny's Claude Code workflow — parallel worktrees + plan mode
- **llm** [29 items] (7S/11A) — L1B3RT4S — Pliny jailbreak prompts still landing on GPT-5; Gemini CLI — free terminal coding agent, 1K req/day, Gemini 2.5 Pro; Boris Cherny's Claude Code workflow — parallel worktrees + plan mode
- **quant** [28 items] (8S/11A) — Phase Space Reconstruction — unfolding hidden BTC volatility dynamics; Heston Model — stochastic volatility for realistic options pricing; Hidden Markov Models — detecting market regime shifts automatically
- **data** [26 items] (3S/15A) — Polymarket weather edge — dorm weather station, $100K+ traded; 10 non-cliche quant research projects — Bayesian BL, RL factors, PBO; 10 institutional quant projects — Avellaneda-Stoikov, Hawkes, HMM
- **trading** [22 items] (5S/7A) — Polymarket weather edge — dorm weather station, $100K+ traded; Polymarket 99c limit-order edge — 75 automated trades/hour; 10 non-cliche quant research projects — Bayesian BL, RL factors, PBO
- **prompt-eng** [11 items] (2S/4A) — L1B3RT4S — Pliny jailbreak prompts still landing on GPT-5; llms.txt — get ChatGPT to recommend your local business; OpenAI GPT-5 prompting framework — clarity, context, role
- **video** [11 items] (1S/7A) — OpenScreen — free open-source Screen Studio alternative; Kling Motion Brush — direct up to 5 characters in one AI video; Runway non-linear video — node canvas of AI keyframes
- **image-gen** [9 items] (2S/5A) — Hunyuan3D-2 — Tencent's free image-to-3D model generator; World Labs — explorable 3D worlds from a single 2D image; GeoSpy.ai — geolocate any photo from buildings, plants, shadows
- **creative-coding** [9 items] (1S/4A) — OpenScreen — free open-source Screen Studio alternative; MediaPipe TouchDesigner plugin by @blankensmithing; DATA CONTROL — Kinect + TouchDesigner + Unreal scientific viz
- **automation** [9 items] (2S/5A) — 7 must-install Claude Code repos — Obsidian Skills, n8n-MCP, Superpowers; Polymarket 99c limit-order edge — 75 automated trades/hour; Scraping SAM.gov — puppeteer + AI for government data
- **3d** [8 items] (3S/4A) — Blender MCP + Tripo — 2D reference image to full 3D scene; Hunyuan3D-2 — Tencent's free image-to-3D model generator; World Labs — explorable 3D worlds from a single 2D image
- **design** [7 items] (3A) — Midjourney architectural sketch-in-context technique; Claude Code design uplevel — 3 systems for better UI output; Claude Code design skill — @kylewhitrow
- **signal-processing** [6 items] (2A) — Singular Spectrum Analysis — non-parametric trend extraction from noisy data; Kalman Filter — adaptive signal extraction for non-stationary markets
- **risk** [5 items] (2S/1A) — Avalanche Model — self-organized criticality explains market crashes; Random Matrix Theory — cleaning correlation matrices from noise; Minimum Spanning Tree — graph theory reveals S&P 500 hidden structure
- **art** [4 items] (3A) — AI-styled QR codes — generate codes that look like images; Sketch-to-3D-anim pipeline — Procreate + Magnific + 3DAI + Move AI; Midjourney architectural sketch-in-context technique
- **web** [4 items] (1S/2A) — llms.txt — get ChatGPT to recommend your local business; websim.ai — hallucinated websites as an AI tool demo; Striking-distance keywords — GSC SEO tactic (positions 6-11)
- **physics** [4 items] (1S/2A) — Avalanche Model — self-organized criticality explains market crashes; Ising Model — modeling herd behavior and market phase transitions; Omori's Law — earthquake aftershock math applied to market crashes
- **crypto** [4 items] (1S/2A) — Phase Space Reconstruction — unfolding hidden BTC volatility dynamics; Lyapunov Exponent — measuring chaos in BTC tick-level microstructure; Hurst Exponent — 3D surface of BTC memory and mean-reversion zones
- **rag** [3 items] (1S/1A) — Onyx — open-source self-hosted agentic RAG platform; NVIDIA ChatRTX local LLM — @nathanespinozayt sponsored demo
- **backtesting** [3 items] (1S) — Wasserstein Distance — measuring the backtest-to-live reality gap
- **nocode** [2 items] (1A) — websim.ai — hallucinated websites as an AI tool demo
- **chaos-theory** [2 items] (1S/1A) — Phase Space Reconstruction — unfolding hidden BTC volatility dynamics; Lyapunov Exponent — measuring chaos in BTC tick-level microstructure
- **options** [2 items] (2S) — Heston Model — stochastic volatility for realistic options pricing; Volatility Surface — regime shifts from smile to smirk
- **stochastic-processes** [2 items] (2A) — Cox Process — doubly stochastic Poisson for bursty market events; Ornstein-Uhlenbeck Process — mean reversion for pairs trading
- **ml** [2 items] (2S) — Hidden Markov Models — detecting market regime shifts automatically; Wasserstein Distance — measuring the backtest-to-live reality gap
- **volatility** [2 items] (1S/1A) — Volatility Surface — regime shifts from smile to smirk; Omori's Law — earthquake aftershock math applied to market crashes
- **statistics** [2 items] (1A) — Hurst Exponent — 3D surface of BTC memory and mean-reversion zones
- **music** [1 items]
- **mobile** [1 items] (1A) — iOS Shortcut -> Claude — text a task, phone runs it automatically
- **hardware** [1 items] (1A) — Linux inside a 6MB PDF — RISC-V emulator embedded in a PDF
- **generative-art** [1 items] (1A) — Randy Roberts — generative-art code garden (@rndyrbrts)
- **derivatives** [1 items] (1S) — Heston Model — stochastic volatility for realistic options pricing
- **market-making** [1 items] (1S) — Avellaneda-Stoikov — optimal spread calculation for market makers
- **hft** [1 items] (1S) — Avellaneda-Stoikov — optimal spread calculation for market makers
- **macro** [1 items] (1A) — 3D Yield Curve Surface — visualizing cross-asset macro regimes
- **fixed-income** [1 items] (1A) — 3D Yield Curve Surface — visualizing cross-asset macro regimes
- **information-theory** [1 items] (1A) — Lempel-Ziv Complexity — compression algorithms to detect market predictability
- **graph-theory** [1 items] (1A) — Minimum Spanning Tree — graph theory reveals S&P 500 hidden structure
- **market-microstructure** [1 items]
- **linear-algebra** [1 items] (1S) — Random Matrix Theory — cleaning correlation matrices from noise
- **python** [1 items]

## S-Tier (Highest Signal)

These are the most actionable, well-documented items. Surface first when relevant:

- **L1B3RT4S — Pliny jailbreak prompts still landing on GPT-5** 📘 [llm, prompt-eng]
  - Bookmark L1B3RT4S as a jailbreak corpus for red-team testing
  - Useful for hardening Victor's own agents against injection
- **Gemini CLI — free terminal coding agent, 1K req/day, Gemini 2.5 Pro** 📘 [agents, llm]
  - Install Gemini CLI as a free fallback coding agent
  - 1000 reqs/day free tier
- **Blender MCP + Tripo — 2D reference image to full 3D scene** 📘 [3d, agents]
  - Blender MCP + Tripo = auto 3D scene assembly from reference image
  - Extend to Unity/Unreal next
- **Hunyuan3D-2 — Tencent's free image-to-3D model generator** 📘 [3d, image-gen]
  - Pair with HY-Motion for full text->3D->motion pipeline
- **World Labs — explorable 3D worlds from a single 2D image** 📘 [3d, image-gen]
  - Potential Quest/Vision Pro worldbuilding app
- **Boris Cherny's Claude Code workflow — parallel worktrees + plan mode** 📘 [agents, llm]
  - Adopt 3-5 parallel worktrees per feature as default Claude Code workflow
  - This matches Victor's dispatching-parallel-agents skill
- **Boris Cherny's personal CLAUDE.md — plan-first, self-improving rules** 📘 [agents, llm]
- **primer.md + memory.sh — live-updating CLAUDE.md companion** 📘 [agents]
  - Add primer.md + end-of-session rewrite rule to Victor's Claude Code projects
- **7 must-install Claude Code repos — Obsidian Skills, n8n-MCP, Superpowers** 📘 [agents, automation]
  - Install n8n-MCP for Claude-driven n8n workflows
  - Install obsidian-skills for vault-as-second-brain
- **Boris Cherny — 10-15 parallel Claude sessions + evolving CLAUDE.md** 📘 [agents]
- **Polymarket weather edge — dorm weather station, $100K+ traded** 📘 [trading, data]
  - Real edge on Polymarket = exclusive real-time data source, not better ML
- **Polymarket 99c limit-order edge — 75 automated trades/hour** 📘 [trading, automation]
  - Test late-contract 99c limit harvesting as a low-variance income strategy
- **llms.txt — get ChatGPT to recommend your local business** 📘 [web, llm, prompt-eng]
  - Ship llms.txt on every Victor project to become LLM-discoverable
- **Onyx — open-source self-hosted agentic RAG platform** 📘 [agents, rag, llm]
  - Clone and evaluate as self-hosted Claude/ChatGPT replacement
  - 50+ connectors = instant data-source integration
- **Claude Code 'brevity mandate' — leaked system prompt tradeoff** 📘 [agents, llm]
  - Override brevity mandate in CLAUDE.md for code-quality critical projects
- **10 non-cliche quant research projects — Bayesian BL, RL factors, PBO** 📘 [trading, data]
- **10 institutional quant projects — Avellaneda-Stoikov, Hawkes, HMM** 📘 [trading, data]
- **OpenScreen — free open-source Screen Studio alternative** 📘 [video, creative-coding]
  - Free Screen Studio replacement for Victor's demo recordings
- **Anthropic Claude Code source-code leak — scale commentary** 📘 [agents]
- **Claude Code hooks — 3 daily-driver hooks from @jens.heitmann** 📘 [agents]
- **Phase Space Reconstruction — unfolding hidden BTC volatility dynamics** [quant, crypto, chaos-theory]
  - PSR reveals hidden market dynamics beyond price vs time
  - Clustered attractors suggest predictability
- **Heston Model — stochastic volatility for realistic options pricing** [quant, options, derivatives]
  - Black-Scholes assumes constant vol — unrealistic
  - Heston models vol as its own random process
- **Hidden Markov Models — detecting market regime shifts automatically** [quant, ml, trading]
  - HMMs detect hidden market states from observable data
  - Match strategy to regime: trend in bull, mean-revert in range
- **Avellaneda-Stoikov — optimal spread calculation for market makers** [quant, market-making, hft]
  - Calculates optimal spread, not price direction
  - Balances inventory risk vs profit
- **Volatility Surface — regime shifts from smile to smirk** [quant, options, volatility]
  - Vol surface shape reveals market fear
  - Smile → smirk transition signals tail risk
- **Wasserstein Distance — measuring the backtest-to-live reality gap** [quant, ml, backtesting]
  - High backtest Sharpe doesn't guarantee live performance
  - Wasserstein distance quantifies strategy drift
- **Avalanche Model — self-organized criticality explains market crashes** [quant, physics, risk]
  - Crashes aren't caused by news — system was already critical
  - Self-organized criticality: small triggers → large cascades
- **Random Matrix Theory — cleaning correlation matrices from noise** [quant, linear-algebra, risk]
  - Most correlations in raw matrices are noise
  - RMT filters eigenvalues against theoretical noise bounds

## A-Tier (High Value)

- **Platonic Representation Hypothesis — embeddings as AI telepathy** [llm, data]
- **OpenAI GPT-5 prompting framework — clarity, context, role** [prompt-eng, llm]
- **GeoSpy.ai — geolocate any photo from buildings, plants, shadows** [image-gen, data]
- **MediaPipe TouchDesigner plugin by @blankensmithing** [creative-coding, 3d]
- **Ollama — run open-source LLMs locally to learn how they work** [llm]
- **Qwen 2.5 Max, Wan 2.1, Lumina 2 — China's open-source trio** [llm]
- **Google's comprehensive prompt engineering guide — PDF recap** [prompt-eng, llm]
- **Odyssey Explorer — turn any image into an explorable 3D world** [3d, image-gen]
- **Kling Motion Brush — direct up to 5 characters in one AI video** [video, image-gen]
- **Runway non-linear video — node canvas of AI keyframes** [video]
- **Nemotron 70B — NVIDIA's open-source LLM benchmark leader** [llm]
- **Runway Gen-3 Alpha Video-to-Video — precise motion control** [video]
- **Llama 3.1 — 8B / 70B / 405B open-source release** [llm]
- **websim.ai — hallucinated websites as an AI tool demo** [web, nocode]
- **Striking-distance keywords — GSC SEO tactic (positions 6-11)** [web]
- **TensorBoard embedding projector — visualize high-dim vectors** [data]
- **Runway Gen-3 — first results from the public release** [video]
- **Kling AI — free international rollout of text-to-video** [video]
- **Veo — Google's text/image/video-to-video model (Google I/O)** [video]
- **AI-styled QR codes — generate codes that look like images** [image-gen, art]
- **Scraping SAM.gov — puppeteer + AI for government data** [automation, data]
- **Sketch-to-3D-anim pipeline — Procreate + Magnific + 3DAI + Move AI** [art, 3d, video]
- **Midjourney architectural sketch-in-context technique** [design, image-gen, art]
- **Anthropic blocks Claude Max subscription tokens in 3rd-party tools** [agents, automation]
- **DATA CONTROL — Kinect + TouchDesigner + Unreal scientific viz** [creative-coding, 3d, data]
- **Claude Code dashboard — have Claude set up its own status UI** [agents]
- **iOS Shortcut -> Claude — text a task, phone runs it automatically** [agents, mobile]
- **CLAUDE.md explained — vibe-coding primer** [agents]
- **Claude Code design uplevel — 3 systems for better UI output** [design, agents]
- **Claude Code + Chrome — browser-driven coding combo** [agents, automation]
- **Claude Opus 4.6 — McKinsey-style research prompts (TAM/SWOT/CAC)** [llm, prompt-eng, data]
- **Claude Code rate-limit workarounds — Nate Herkai's tips** [agents]
- **Turboquant — memory backend for Claude/Open Claw AI stores** [agents, data]
- **Quant alpha discovery primer — Kalman filters, stat arb, XGBoost** [trading, data]
- **Ornstein-Uhlenbeck mean-reversion visualized — theta/mu/sigma** [trading, data]
- **Kimi K2 — keeps up with Claude on web app generation** [llm]
- **Claude 'caveman' mode — token-saving terse-output skill** [agents]
- **Ant Colony Optimization sim — pheromone feedback + diffusion PDE** [creative-coding, data]
- **NASA EONET — free real-time weather/event data API** [data]
- **STE.GG — open-source AI steganography toolkit (hide in anything)** [data, automation]
- **Polymarket insider detection — websocket + data-feed signals** [trading, data]
- **5 papers that built modern quant finance — Quant Guild** [trading]
- **Linux inside a 6MB PDF — RISC-V emulator embedded in a PDF** [hardware, data]
- **5 starter quant research papers — Value/Momentum, order book, RL** [trading]
- **GitReverse — paste any repo URL, get the prompt that built it** [agents, prompt-eng]
- **Codex + Claude Code — 3 systems to audit CC output with Codex** [agents, llm]
- **Claude Dispatch — 7K scraped leads + per-agent command center** [agents, automation]
- **Horus-Eye — open Palantir Gotham clone, live mil/civ feeds** [data, agents]
- **Randy Roberts — generative-art code garden (@rndyrbrts)** [creative-coding, generative-art]
- **open-multi-agent:scaffold — scaffolds new multi-agent projects** []
- **ai3-knowledge — quick-access index to the full AI3 knowledge base** []
- **Cross-Project Auto-Recall — global Claude memory across all projects** []
- **SentrySearch — 100% local Qwen3-VL video search engine** []
- **Pretext — 500x faster canvas text rendering, no DOM needed** []
- **21st.dev — largest React component marketplace for design engineers** []
- **Kimi Code CLI — free Claude Code alternative, terminal-first agent** []
- **Kimi K2.5 — Moonshot's open multimodal agentic model** []
- **MiniMax M2.5 — 80.2% SWE-Bench, top open-source coding model** []
- **HY-Motion 1.0 — Tencent's text-to-3D motion generation** []
- **Archive.org Downloader — batch download from 14 curated collections** []
- **Design Stack Setup — one-command shadcn + Tailwind for any project** []
- **n8n AI Automation — self-hosted Zapier with AI agent nodes** []
- **TouchDesigner Creative Coding — 3D scanning, MediaPipe, Gaussian splats** []
- **Solar Tracking System — Arduino + LDR sensors, 20-40% efficiency gain** []
- **The Living Mirror — modular steerable mirror tiles that form images** []
- **vvd.world — interactive maps, lore tracking, connection visualizer** []
- **Claude Certified Architect — Anthropic's pro certification for Claude** []
- **Claude Code Status Bar — context window + session cost in your terminal** []
- **21st.dev Components — AI-powered React marketplace with MCP integration** []
- **Kimi CLI Agent — free open-source Claude Code alternative guide** []
- **Word QR Codes — generate QR codes in Microsoft Word, no plugins** []
- **NVIDIA ChatRTX local LLM — @nathanespinozayt sponsored demo** [llm, rag]
- **Claude Code design skill — @kylewhitrow** [agents, design]
- **Ising Model — modeling herd behavior and market phase transitions** [quant, physics, trading]
- **Cox Process — doubly stochastic Poisson for bursty market events** [quant, stochastic-processes]
- **Ornstein-Uhlenbeck Process — mean reversion for pairs trading** [quant, stochastic-processes, trading]
- **3D Yield Curve Surface — visualizing cross-asset macro regimes** [quant, macro, fixed-income]
- **Omori's Law — earthquake aftershock math applied to market crashes** [quant, physics, volatility]
- **Singular Spectrum Analysis — non-parametric trend extraction from noisy data** [quant, signal-processing]
- **Lempel-Ziv Complexity — compression algorithms to detect market predictability** [quant, information-theory]
- **Minimum Spanning Tree — graph theory reveals S&P 500 hidden structure** [quant, graph-theory, risk]
- **Lyapunov Exponent — measuring chaos in BTC tick-level microstructure** [quant, chaos-theory, crypto]
- **Kalman Filter — adaptive signal extraction for non-stationary markets** [quant, signal-processing]
- **Hurst Exponent — 3D surface of BTC memory and mean-reversion zones** [quant, crypto, statistics]

## Tool Directory

When the user mentions or needs one of these tools, surface the relevant entries:

- **claude** (36x, best: S-tier) — domains: data, web, agents
- **claude code** (29x, best: S-tier) — domains: data, web, design
- **chatgpt** (14x, best: S-tier) — domains: 3d, web, art
- **anthropic** (9x, best: S-tier) — domains: design, llm, automation
- **python** (5x, best: S-tier) — domains: crypto, python, physics
- **google** (4x, best: S-tier) — domains: prompt-eng, web, llm
- **polymarket** (4x, best: S-tier) — domains: trading, data, automation
- **gemini** (3x, best: S-tier) — domains: agents, automation, prompt-eng
- **mcp** (3x, best: S-tier) — domains: 3d, automation, agents
- **midjourney** (3x, best: A-tier) — domains: image-gen, art, design
- **cursor** (2x, best: S-tier) — domains: creative-coding, video, llm
- **deepseek** (2x, best: A-tier) — domains: automation, agents, llm
- **gpt-5** (2x, best: S-tier) — domains: prompt-eng, llm
- **kling** (2x, best: A-tier) — domains: video, image-gen
- **llama** (2x, best: A-tier) — domains: automation, agents, llm
- **meta** (2x, best: S-tier) — domains: trading, data, llm
- **n8n** (2x, best: S-tier) — domains: nocode, automation, agents
- **openai** (2x, best: A-tier) — domains: prompt-eng, video, llm
- **runway gen-3** (2x, best: A-tier) — domains: video
- **touchdesigner** (2x, best: A-tier) — domains: 3d, creative-coding, data
- **unreal engine** (2x, best: A-tier) — domains: 3d, creative-coding, data
- **veo** (2x, best: S-tier) — domains: video, llm, agents
- **3dai studio** (1x, best: A-tier) — domains: 3d, video, art
- **blender** (1x, best: S-tier) — domains: 3d, agents
- **chrome** (1x, best: A-tier) — domains: automation, agents
- **claude dispatch** (1x, best: A-tier) — domains: automation, agents
- **claude max** (1x, best: A-tier) — domains: automation, agents
- **codex** (1x, best: A-tier) — domains: llm, agents
- **czlonkowski/n8n-mcp** (1x, best: S-tier) — domains: automation, agents
- **elder-plinius/l1b3rt4s** (1x, best: S-tier) — domains: prompt-eng, llm
- **gemini cli** (1x, best: S-tier) — domains: llm, agents
- **geospy** (1x, best: A-tier) — domains: data, image-gen
- **gitreverse.com** (1x, best: A-tier) — domains: prompt-eng, agents
- **glittercowboy/get-shit-done** (1x, best: S-tier) — domains: automation, agents
- **google search console** (1x, best: A-tier) — domains: web
- **gpt-4** (1x, best: A-tier) — domains: video
- **hesreallyhim/awesome-claude-code** (1x, best: S-tier) — domains: automation, agents
- **hunyuan3d-2** (1x, best: S-tier) — domains: 3d, image-gen
- **ios shortcuts** (1x, best: A-tier) — domains: mobile, agents
- **kepano/obsidian-skills** (1x, best: S-tier) — domains: automation, agents
- **kimi** (1x, best: A-tier) — domains: llm
- **kinect** (1x, best: A-tier) — domains: 3d, creative-coding, data
- **magnific ai** (1x, best: A-tier) — domains: 3d, video, art
- **mediapipe** (1x, best: A-tier) — domains: 3d, creative-coding
- **move ai** (1x, best: A-tier) — domains: 3d, video, art
- **nasa eonet** (1x, best: A-tier) — domains: data
- **nextlevelbuilder/ui-ux-pro-max-skill** (1x, best: S-tier) — domains: automation, agents
- **notion** (1x, best: A-tier) — domains: automation, agents
- **nvidia chatrtx** (1x, best: A-tier) — domains: rag, llm
- **obra/superpowers** (1x, best: S-tier) — domains: automation, agents
- **obsidian** (1x, best: S-tier) — domains: automation, agents
- **odyssey explorer** (1x, best: A-tier) — domains: 3d, image-gen
- **ollama** (1x, best: A-tier) — domains: llm
- **onyx-dot-app/onyx** (1x, best: S-tier) — domains: llm, rag, agents
- **open claw** (1x, best: A-tier) — domains: automation, agents
- **openscreen** (1x, best: S-tier) — domains: video, creative-coding
- **procreate** (1x, best: A-tier) — domains: 3d, video, art
- **puppeteer** (1x, best: A-tier) — domains: data, automation
- **qwen** (1x, best: A-tier) — domains: llm
- **rag** (1x, best: S-tier) — domains: llm, rag, agents
- **runway** (1x, best: A-tier) — domains: video
- **siddharthvaddem/openscreen** (1x, best: S-tier) — domains: video, creative-coding
- **tencent** (1x, best: S-tier) — domains: 3d, image-gen
- **tensorboard projector** (1x, best: A-tier) — domains: data
- **thedotmack/claude-mem** (1x, best: S-tier) — domains: automation, agents
- **tripo** (1x, best: S-tier) — domains: 3d, agents
- **turboquant** (1x, best: A-tier) — domains: data, agents
- **websim.ai** (1x, best: A-tier) — domains: nocode, web
- **world labs** (1x, best: S-tier) — domains: 3d, image-gen

## Technique Directory

Techniques referenced across the catalog:

- **mean reversion** (3x, best: S-tier)
- **fisher transform** (2x, best: B-tier)
- **mcp servers** (2x, best: S-tier)
- **pairs trading** (2x, best: A-tier)
- **state estimation** (2x, best: S-tier)
- **2d-to-3d pipeline** (1x, best: S-tier)
- **aco** (1x, best: A-tier)
- **adaptive filtering** (1x, best: A-tier)
- **aftershock modeling** (1x, best: A-tier)
- **agent-based modeling** (1x, best: A-tier)
- **almgren-chriss** (1x, best: S-tier)
- **attractor analysis** (1x, best: S-tier)
- **avellaneda-stoikov mm** (1x, best: S-tier)
- **backtest overfitting detection** (1x, best: S-tier)
- **bayesian black-litterman** (1x, best: S-tier)
- **cascading failures** (1x, best: S-tier)
- **cellular automata** (1x, best: A-tier)
- **chaos theory** (1x, best: A-tier)
- **claude code hooks** (1x, best: S-tier)
- **claude.md authoring** (1x, best: S-tier)
- **context loading** (1x, best: A-tier)
- **controlnet qr conditioning** (1x, best: A-tier)
- **correlation networks** (1x, best: A-tier)
- **critical state analysis** (1x, best: S-tier)
- **cross-asset correlation** (1x, best: A-tier)
- **distribution shift detection** (1x, best: S-tier)
- **doubly stochastic poisson** (1x, best: A-tier)
- **eigenvalue filtering** (1x, best: S-tier)
- **embeddings** (1x, best: A-tier)
- **end-of-session hook** (1x, best: S-tier)
- **event-based forecasting** (1x, best: S-tier)
- **fama-french factors** (1x, best: A-tier)
- **fractal analysis** (1x, best: A-tier)
- **graph theory** (1x, best: A-tier)
- **hawkes process** (1x, best: S-tier)
- **implied volatility surface** (1x, best: S-tier)
- **information theory** (1x, best: A-tier)
- **insider detection** (1x, best: A-tier)
- **intensity modeling** (1x, best: A-tier)
- **inventory management** (1x, best: S-tier)
- **jailbreaking** (1x, best: S-tier)
- **kalman filters** (1x, best: A-tier)
- **keyframe graph editing** (1x, best: A-tier)
- **knowledge graphs** (1x, best: A-tier)
- **late-resolution arbitrage** (1x, best: S-tier)
- **lempel-ziv complexity** (1x, best: A-tier)
- **limit order harvesting** (1x, best: S-tier)
- **llm-seo / geo** (1x, best: S-tier)
- **llms.txt** (1x, best: S-tier)
- **long-range dependence** (1x, best: A-tier)
- **lyapunov exponent** (1x, best: A-tier)
- **macro regime analysis** (1x, best: A-tier)
- **marcenko-pastur distribution** (1x, best: S-tier)
- **markerless mocap** (1x, best: A-tier)
- **market research prompting** (1x, best: A-tier)
- **markov chains** (1x, best: A-tier)
- **microstructure analysis** (1x, best: A-tier)
- **minimum spanning tree** (1x, best: A-tier)
- **motion brush** (1x, best: A-tier)
- **multi-model code review** (1x, best: A-tier)
- **network analysis** (1x, best: A-tier)
- **node-based video** (1x, best: A-tier)
- **non-parametric decomposition** (1x, best: A-tier)
- **non-stationary signal processing** (1x, best: A-tier)
- **optimal market making** (1x, best: S-tier)
- **optimal transport** (1x, best: S-tier)
- **ornstein-uhlenbeck process** (1x, best: A-tier)
- **osint ingestion** (1x, best: A-tier)
- **parallel git worktrees** (1x, best: S-tier)
- **parallel sessions** (1x, best: S-tier)
- **pattern detection** (1x, best: A-tier)
- **phase space reconstruction** (1x, best: S-tier)
- **phase transitions** (1x, best: A-tier)
- **platonic representation hypothesis** (1x, best: A-tier)
- **point processes** (1x, best: A-tier)
- **power law decay** (1x, best: A-tier)
- **primer.md live session state** (1x, best: S-tier)
- **prompt injection** (1x, best: S-tier)
- **random matrix theory** (1x, best: S-tier)
- **regime detection** (1x, best: S-tier)
- **rescaled range analysis** (1x, best: A-tier)
- **role prompting** (1x, best: A-tier)
- **route prediction** (1x, best: A-tier)
- **rule-ratchet claude.md** (1x, best: S-tier)
- **sandpile dynamics** (1x, best: S-tier)
- **singular spectrum analysis** (1x, best: A-tier)
- **sinkhorn divergence** (1x, best: S-tier)
- **sketch-to-3d** (1x, best: A-tier)
- **statistical arbitrage** (1x, best: A-tier)
- **steganography** (1x, best: A-tier)
- **stigmergy** (1x, best: A-tier)
- **stochastic control** (1x, best: S-tier)
- **stochastic differential equations** (1x, best: A-tier)
- **stochastic volatility** (1x, best: S-tier)
- **striking-distance keywords** (1x, best: A-tier)
- **style transfer** (1x, best: A-tier)
- **subagent offloading** (1x, best: S-tier)
- **subagent orchestration** (1x, best: S-tier)
- **symmetry breaking** (1x, best: A-tier)
- **tail risk detection** (1x, best: S-tier)
- **time delay embedding** (1x, best: S-tier)
- **trend extraction** (1x, best: A-tier)
- **viterbi algorithm** (1x, best: S-tier)
- **volatility clustering** (1x, best: A-tier)
- **volatility smile** (1x, best: S-tier)
- **volatility smile/smirk** (1x, best: S-tier)
- **wasserstein distance** (1x, best: S-tier)
- **weather prediction markets** (1x, best: S-tier)
- **web scraping** (1x, best: A-tier)
- **websocket orderflow monitoring** (1x, best: A-tier)
- **yield curve modeling** (1x, best: A-tier)

## How Agents Use This

### Pattern: Domain-triggered surfacing
```
User says: 'I want to build a market making bot'
Agent thinks: domain=market-making,quant,hft → check context.md domain map
Agent finds: Avellaneda-Stoikov (S-tier), Ornstein-Uhlenbeck (A-tier), etc.
Agent surfaces: 'Your DejaViewed catalog has S-tier coverage of market making —
  the Avellaneda-Stoikov guide covers optimal spread calculation. Want me to pull it up?'
```

### Pattern: Tool lookup
```
User says: 'How do I use VectorBT?'
Agent thinks: tool=vectorbt → check catalog.json by_tool index
Agent finds: entry with summary + links
Agent surfaces: 'You saved a VectorBT explainer — here's the summary and links.'
```

### Pattern: Gap detection
```
User says: 'I need a good options pricing model'
Agent thinks: domain=options,derivatives → check entries
Agent finds: Heston Model (S-tier), Vol Surface (S-tier), Black-Scholes mentioned
Agent surfaces: 'You have two S-tier entries on options pricing. The Heston Model
  guide covers stochastic vol. Want the deep dive?'
```

### Programmatic access
```python
import json
catalog = json.load(open('catalog.json'))

# Find all S-tier entries
s_ids = catalog['indices']['by_tier']['S']
s_entries = [e for e in catalog['entries'] if e['id'] in s_ids]

# Find entries about a specific domain
quant_ids = catalog['indices']['by_domain'].get('quant', [])

# Find entries mentioning a tool
python_ids = catalog['indices']['by_tool'].get('python', [])

# Full-text search across titles and summaries
matches = [e for e in catalog['entries']
           if 'volatility' in (e['title'] + ' ' + e['summary']).lower()]
```