# DejaViewed Knowledge Context

*Auto-generated 2026-10-23 · 846 entries across 18 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

- **846** curated entries from **485** creators
- **53** S-tier · **236** A-tier · **379** B-tier
- **416** unique tools · **760** techniques · **97** models
- **20** deep-dive guides written
- Collections: creative (149), ai8 (111), ai7 (99), art-i-like (90), music (69), ai1 (57), ai4 (56), ai5 (44), ai3 (31), quant (30), ai6 (30), ai2 (24), stock2 (14), stock3 (14), creative4 (11), art-inspiration (6), game-theory (6), prompts (5)

## Domain Map

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

- **agents** [196 items] (23S/76A) — Gemini CLI — free terminal coding agent, 1K req/day, Gemini 2.5 Pro; Blender MCP + Tripo — 2D reference image to full 3D scene; Claude Code Team Tips — Boris Cherny's 10 habits for parallel, plan-first agent work
- **video production** [185 items] (12S/65A) — L1B3RT4S — Pliny jailbreak prompts still landing on GPT-5; Breaking: Opus 4.7 has just been released.; Comment “agent” to get my Claude code guides
- **art** [169 items] (9S/33A) — L1B3RT4S — Pliny jailbreak prompts still landing on GPT-5; Hunyuan3D-2 — Tencent's free image-to-3D model generator; Zdzisław Beksiński — the nightmare painter who called his work optimistic
- **open source** [138 items] (21S/62A) — L1B3RT4S — Pliny jailbreak prompts still landing on GPT-5; 7 must-install Claude Code repos — Obsidian Skills, n8n-MCP, Superpowers; Bypassing 90% of AI guardrails — @lizthedeveloper
- **prompt engineering** [136 items] (10S/44A) — L1B3RT4S — Pliny jailbreak prompts still landing on GPT-5; Hunyuan3D-2 — Tencent's free image-to-3D model generator; 5 ChatGPT learning prompts — 80/20, intern mode, skill plan
- **design** [122 items] (8S/38A) — Hunyuan3D-2 — Tencent's free image-to-3D model generator; 7 must-install Claude Code repos — Obsidian Skills, n8n-MCP, Superpowers; You can turn Claude Code into a full motion design team on @higgsfield.a...
- **software development** [115 items] (13S/46A) — Gemini CLI — free terminal coding agent, 1K req/day, Gemini 2.5 Pro; Claude Code Team Tips — Boris Cherny's 10 habits for parallel, plan-first agent work; Bypassing 90% of AI guardrails — @lizthedeveloper
- **LLM** [99 items] (14S/42A) — L1B3RT4S — Pliny jailbreak prompts still landing on GPT-5; Gemini CLI — free terminal coding agent, 1K req/day, Gemini 2.5 Pro; Blender MCP + Tripo — 2D reference image to full 3D scene
- **finance/trading** [84 items] (6S/21A) — 10 institutional quant projects — Avellaneda-Stoikov, Hawkes, HMM; Wasserstein Distance — measuring the backtest-to-live reality gap; Hurst Exponent — 3D surface of BTC memory and mean-reversion zones
- **3D** [81 items] (15S/26A) — 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
- **music** [78 items] (2S/13A) — Zdzisław Beksiński — the nightmare painter who called his work optimistic; 'Shady Grove' — Doc Watson's clawhammer D-Dorian and a 400-year melody; websim.ai — hallucinated websites as an AI tool demo
- **marketing** [65 items] (3S/10A) — You can turn Claude Code into a full motion design team on @higgsfield.a...; Claude isn’t just for coding anymore. I’ve been using it to run full marketing...; Jarvis daily brief — Claude with RevenueCat, Buffer, Meta Ads and Gmail MCPs
- **UI/UX** [58 items] (6S/26A) — 7 must-install Claude Code repos — Obsidian Skills, n8n-MCP, Superpowers; Everyone’s copying the same Obsidian template while I’m building THIS fo...; GitHub as a design asset library — shader gradients, liquid glass, R3F
- **education** [54 items] (3S/14A) — Jarvis daily brief — Claude with RevenueCat, Buffer, Meta Ads and Gmail MCPs; Mandelbulb — ray-marching a 3D fractal from z⁸ + c; 'Shady Grove' — Doc Watson's clawhammer D-Dorian and a 400-year melody
- **creative coding** [50 items] (9S/16A) — World Labs — explorable 3D worlds from a single 2D image; 10 institutional quant projects — Avellaneda-Stoikov, Hawkes, HMM; Ben Affleck just proved he’s more than an A-lister—he’s an AI visionary — I think he just ripped a massive line backs...
- **security** [48 items] (2S/9A) — L1B3RT4S — Pliny jailbreak prompts still landing on GPT-5; Stay-secure privacy checklist — de-dox yourself from AI and data brokers; Platonic Representation Hypothesis — embeddings as AI telepathy
- **news** [46 items] (8A) — Google and Amazon profits — half came from marking up Anthropic stakes; ASI-Evolve — open-source agent loop that autonomously designs AI architectures; Princeton sponsored-ads study — 18 of 23 AI assistants push the paid option
- **quant** [43 items] (5S/16A) — Wasserstein Distance — measuring the backtest-to-live reality gap; Hurst Exponent — 3D surface of BTC memory and mean-reversion zones; Kronos — open foundation model that tokenizes candlesticks to forecast markets
- **data science** [37 items] (1S/10A) — 10 institutional quant projects — Avellaneda-Stoikov, Hawkes, HMM; Platonic Representation Hypothesis — embeddings as AI telepathy; GeoSpy.ai — geolocate any photo from buildings, plants, shadows
- **hardware** [31 items] (1S/12A) — Gemma Translator — offline speech translation on a Raspberry Pi 5; Waterproof shower notes — capturing ideas that actually become projects; Pendulum drawing machine — harmonograph kinetic sculpture with a rocking table
- **architecture** [30 items] (4S/9A) — 5 ChatGPT learning prompts — 80/20, intern mode, skill plan; Zdzisław Beksiński — the nightmare painter who called his work optimistic; GitHub URL swaps — gitdiagram, gitingest, deepwiki and gitmcp for any repo
- **productivity** [30 items] (2S/9A) — Claude Code Team Tips — Boris Cherny's 10 habits for parallel, plan-first agent work; Jarvis daily brief — Claude with RevenueCat, Buffer, Meta Ads and Gmail MCPs; Karpathy-style LLM knowledge base — Claude Code turns 36 videos into a linked wiki
- **animation** [29 items] (3S/8A) — ln + vpype — 3D scenes to hidden-line vector art for pen plotters; PPF Contact Solver — ZOZO's open-source GPU cloth and soft-body physics; Blender rigid-body spaceship — motors, constraints and drivers for flight
- **branding** [27 items] (2S/7A) — You can turn Claude Code into a full motion design team on @higgsfield.a...; Claude — Burning tokens for no reason is a skill issue.; Greg Isenberg — how to design stunning AI apps (not vibe-coded ugly)
- **reference** [25 items] (4S/13A) — Blender MCP + Tripo — 2D reference image to full 3D scene; Claude isn’t just for coding anymore. I’ve been using it to run full marketing...; Jarvis daily brief — Claude with RevenueCat, Buffer, Meta Ads and Gmail MCPs
- **audio** [25 items] (3S/9A) — What if Spiders Wove with Strings — hand-tracked audiovisual synth web; Claude isn’t just for coding anymore. I’ve been using it to run full marketing...; Gausseous — free browser tool for audio-reactive Gaussian splat visuals
- **crypto** [24 items] (4S/7A) — 10 institutional quant projects — Avellaneda-Stoikov, Hawkes, HMM; Hurst Exponent — 3D surface of BTC memory and mean-reversion zones; Kronos — open foundation model that tokenizes candlesticks to forecast markets
- **OSINT** [21 items] (1S/3A) — Stay-secure privacy checklist — de-dox yourself from AI and data brokers; Cyberdeck privacy stack — GrapheneOS, Tails, Orange Pi and rotating-IMSI carrier; God's Eye View — open-source 3D geospatial OSINT globe with voice agent
- **archives** [14 items] (3A) — Greg Isenberg — how to design stunning AI apps (not vibe-coded ugly); React — made a little 3D racer that runs right in the browser. anti-grav...; Let me know if you want this skill — This is a 90-second walkthrough of how to turn your taste into a...
- **photography** [13 items] (5A) — GeoSpy.ai — geolocate any photo from buildings, plants, shadows; Kling Motion Brush — direct up to 5 characters in one AI video; Handheld hyperlapse of New York — in-camera transitions, After Effects edit
- **gaming** [10 items] (2A) — Odyssey Explorer — turn any image into an explorable 3D world; Conway's law — Casey Muratori on the one unbreakable rule, now for agents
- **image generation** [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
- **automation** [9 items] (1S/2A) — 7 must-install Claude Code repos — Obsidian Skills, n8n-MCP, Superpowers; Scraping SAM.gov — puppeteer + AI for government data; Claude Code + Chrome — browser-driven coding combo
- **VFX** [8 items] (4S/2A) — Blender MCP + Tripo — 2D reference image to full 3D scene; Ben Affleck just proved he’s more than an A-lister—he’s an AI visionary — I think he just ripped a massive line backs...; GitHub as a design asset library — shader gradients, liquid glass, R3F
- **prediction markets** [5 items]
- **risk** [5 items] (2A) — Minimum Spanning Tree — graph theory reveals S&P 500 hidden structure; Random Matrix Theory — cleaning correlation matrices from noise
- **web** [4 items] (3A) — websim.ai — hallucinated websites as an AI tool demo; Striking-distance keywords — GSC SEO tactic (positions 6-11); llms.txt — get ChatGPT to recommend your local business
- **e-commerce** [4 items] (1S/1A) — Bypassing 90% of AI guardrails — @lizthedeveloper; Six monetizable AI GitHub repos — clipping, Remotion, OpenHands and more
- **physics** [4 items] (1A) — Omori's Law — earthquake aftershock math applied to market crashes
- **signal processing** [4 items] (1A) — Kalman Filter — adaptive signal extraction for non-stationary markets
- **RAG** [3 items] (2A) — Onyx — open-source self-hosted agentic RAG platform; NVIDIA ChatRTX local LLM — @nathanespinozayt sponsored demo
- **backtesting** [3 items] (1S/2A) — Wasserstein Distance — measuring the backtest-to-live reality gap; Monte Carlo — 25,000 shuffled BTC returns to separate edge from luck; VectorBT Grid Search — mmap data, joblib batching and vectorized backtests
- **robotics** [3 items] (1A) — Microduck robot — reinforcement learning with PPO and reward shaping
- **no-code** [2 items] (1A) — websim.ai — hallucinated websites as an AI tool demo
- **fashion** [2 items] (1S/1A) — PPF Contact Solver — ZOZO's open-source GPU cloth and soft-body physics; Text-to-video tip: start from an image — @setupspawn
- **chaos-theory** [2 items] (1A) — Phase Space Reconstruction — unfolding hidden BTC volatility dynamics
- **options** [2 items] (1A) — Volatility Surface — regime shifts from smile to smirk
- **stochastic-processes** [2 items] (1A) — Ornstein-Uhlenbeck Process — mean reversion for pairs trading
- **ml** [2 items] (1S/1A) — Wasserstein Distance — measuring the backtest-to-live reality gap; Hidden Markov Models — detecting market regime shifts automatically
- **volatility** [2 items] (2A) — Volatility Surface — regime shifts from smile to smirk; Omori's Law — earthquake aftershock math applied to market crashes
- **statistics** [2 items] (1S) — Hurst Exponent — 3D surface of BTC memory and mean-reversion zones
- **mobile** [1 items] (1A) — iOS Shortcut -> Claude — text a task, phone runs it automatically
- **generative-art** [1 items] (1A) — Randy Roberts — generative-art code garden (@rndyrbrts)
- **derivatives** [1 items]
- **hft** [1 items]
- **market-making** [1 items]
- **fixed-income** [1 items]
- **macro** [1 items]
- **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] (1A) — Random Matrix Theory — cleaning correlation matrices from noise
- **python** [1 items] (1A) — VectorBT Grid Search — mmap data, joblib batching and vectorized backtests
- **motion design** [1 items] (1S) — You can turn Claude Code into a full motion design team on @higgsfield.a...

## 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, art, open source]
  - 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** 📘 [LLM, agents, software development]
  - 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, LLM, VFX]
  - 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, art, design]
  - Pair with HY-Motion for full text->3D->motion pipeline
- **World Labs — explorable 3D worlds from a single 2D image** 📘 [3D, creative coding, image generation]
  - Potential Quest/Vision Pro worldbuilding app
- **5 ChatGPT learning prompts — 80/20, intern mode, skill plan** [architecture, prompt engineering]
- **Claude Code Team Tips — Boris Cherny's 10 habits for parallel, plan-first agent work** 📘 [LLM, agents, productivity]
  - Adopt 3-5 parallel worktrees per feature as default Claude Code workflow
  - End every correction with 'update your CLAUDE.md so you don't make that mistake again'.
- **Boris Cherny's personal CLAUDE.md — plan-first, self-improving rules** 📘 [LLM, agents]
- **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** 📘 [UI/UX, agents, automation]
  - Install n8n-MCP for Claude-driven n8n workflows
  - Install obsidian-skills for vault-as-second-brain
- **10 institutional quant projects — Avellaneda-Stoikov, Hawkes, HMM** 📘 [creative coding, crypto, data science]
- **Bypassing 90% of AI guardrails — @lizthedeveloper** [LLM, e-commerce, open source]
- **Ten Claude Code plugins and CLIs — databases, deploys, scraping, diagrams** [agents, open source, software development]
  - Pair GitHub CLI + Vercel CLI for push-to-deploy entirely from Claude Code
  - Run Claude Code inside an Obsidian vault for a markdown-native personal assistant
- **LightRAG + Claude Code — graph RAG over thousands of docs, exposed as skills** [LLM, agents, open source]
  - Convert LightRAG's REST endpoints into Claude Code skills for one-line querying
  - Graph RAG scales retrieval far beyond the context window and can run fully local
- **Five new Claude Code repos — autoresearch, OpenSpace, CLI-Anything, peers, gws** [agents, open source, software development]
  - Use claude-peers for generator + evaluator sessions with instant feedback
  - autoresearch only works on targets with a binary improved/not-improved metric (e.g. speed)
- **Wasserstein Distance — measuring the backtest-to-live reality gap** [backtesting, finance/trading, ml]
  - High backtest Sharpe doesn't guarantee live performance
  - Wasserstein distance quantifies strategy drift
- **Hurst Exponent — 3D surface of BTC memory and mean-reversion zones** [3D, crypto, finance/trading]
  - Hurst > 0.5 = trending, < 0.5 = mean-reverting
  - Market memory varies across timeframes
- **Comment “agent” for my Claude code guides** [agents, open source]
- **Breaking: Opus 4.7 has just been released.** [agents, video production]
- **You can turn Claude Code into a full motion design team on @higgsfield.a...** [3D, branding, design]
- **Comment “agent” to get my Claude code guides** [agents, software development, video production]
- **Someone finally put numbers to what developers have been feeling for weeks.** [open source]
- **Comment “AI Agent” for your FREE Claude Code ToolKit & the breakdown vid...** [agents, video production]
- **Comment “agent” to get my Claude code guides** [LLM, agents, prompt engineering]
- **Everyone’s copying the same Obsidian template while I’m building THIS fo...** [3D, UI/UX, agents]
- **Zdzisław Beksiński — the nightmare painter who called his work optimistic** [architecture, art, music]
  - Beksiński refused titles and explanations — meaning was left to the viewer
  - He worked to loud music for long standing sessions; ritual and soundtrack fueled output
- **Kintsugi sake-bottle repair — urushi lacquer joins, gold powder finish** [art, design]
  - Keshifun gold powder gives a soft matte finish on the seams
  - Mugi-urushi (wheat-flour lacquer) is the adhesive; trim squeeze-out by hand
- **Kronos — open foundation model that tokenizes candlesticks to forecast markets** [LLM, crypto, finance/trading]
  - Candles need a numeric-aware tokenizer, not word tokenization.
  - Kronos is open and pretrained, so you can fine-tune or backtest it directly.
- **ChatGPT — Which means you can access Claude Code in a way that is: Conversational,...** [agents, open source, prompt engineering]
- **Claude — Burning tokens for no reason is a skill issue.** [agents, branding, design]
- **Better models won’t fix your agent** [LLM, agents, design]
- **Context vs Memory vs Harness engineering explained in 40 sec — 💡These 3 disciplines are core to building agents that ...** [LLM, agents, open source]
- **it did burn through my humble claude pro weekly credits lol** [prompt engineering]
- **Ben Affleck just proved he’s more than an A-lister—he’s an AI visionary — I think he just ripped a massive line backs...** [VFX, art, creative coding]
- **What if Spiders Wove with Strings — hand-tracked audiovisual synth web** [3D, art, audio]
  - Credits point to @blankensmithing's MediaPipe tooling for TouchDesigner
  - Map game-like state such as leg count and distance to synth parameters in VCV Rack
- **Claude isn’t just for coding anymore. I’ve been using it to run full marketing...** [audio, marketing, prompt engineering]
- **Blender — • 500+ body, hand & face landmarks per frame** [3D, open source]
- **GitHub as a design asset library — shader gradients, liquid glass, R3F** [UI/UX, VFX, creative coding]
  - ShaderGradient gives customizable animated gradients in React.
  - link: http://github.com/dashersw/liquid-glass-js
- **Jarvis daily brief — Claude with RevenueCat, Buffer, Meta Ads and Gmail MCPs** [3D, UI/UX, agents]
  - Assign work to specialized subagents with their own skills and connectors.
  - Keep FAQs in markdown and Claude can handle most support email.
- **Mandelbulb — ray-marching a 3D fractal from z⁸ + c** [3D, creative coding, education]
  - Distance estimate d = ½·r·log r / dr lets rays jump safely
  - Mandelbulber2 source is a clean reference implementation
- **ln + vpype — 3D scenes to hidden-line vector art for pen plotters** [3D, animation, art]
  - Animate a moving camera for line-art animation
  - Texture is defined by which paths you put on a surface
- **GitHub URL swaps — gitdiagram, gitingest, deepwiki and gitmcp for any repo** [agents, architecture, open source]
  - Press . on GitHub for instant web VS Code
  - deepwiki.com generates docs for undocumented projects
- **Stay-secure privacy checklist — de-dox yourself from AI and data brokers** [OSINT, security, video production]
  - AI assistants can now correlate old posts into a home address; audit your footprint.
  - Opt out of data brokers and freeze credit; both are free.
- **Four GitHub design repos — R3F, liquid glass, shader gradients, liquid chrome** [3D, creative coding, design]
  - Check licence, maintenance and framework before adopting.
  - Isolate one effect in a disposable branch before merging.
- **Gausseous — free browser tool for audio-reactive Gaussian splat visuals** [3D, UI/UX, art]
  - Fork it to add your own effects; SparkJS handles splat rendering in the browser.
  - Free alternative to paid splat plugins for experimental visuals.
- **Microsoft SkillOpt — agent skills that rewrite themselves against benchmarks** [agents, open source, prompt engineering]
  - Gate every rewrite on beating the benchmark.
  - Model-agnostic, so optimized skills port across providers.
- **Claude Code simple mode — ablating system prompts makes the model smarter** [LLM, agents, architecture]
  - Ablate your own agent prompts to see which instructions actually help.
  - Over-instruction can cap model capability; keep prompts minimal.
- **Gemma Translator — offline speech translation on a Raspberry Pi 5** [LLM, hardware, open source]
  - Complete BOM and STL files make it a weekend build.
  - Full speech-to-speech translation fits on a Pi with no cloud.
- **PPF Contact Solver — ZOZO's open-source GPU cloth and soft-body physics** [3D, UI/UX, VFX]
  - Drop-in production-grade cloth sim for Blender without clipping artifacts
  - GPU solver scales to massive contact counts for VFX and digital fashion
- **Blender rigid-body spaceship — motors, constraints and drivers for flight** [3D, animation, art]
  - A linear motor constrained to an immovable object acts like a thruster
  - Expose custom properties and drive them with scripted expressions for interactive control
- **Overnight vs intraday returns — Knuteson's 'Strikingly Suspicious' anomaly** [finance/trading, quant]
  - Decompose returns into overnight and intraday legs; the two compound to buy-and-hold
  - Paper: Knuteson, 'Strikingly Suspicious Overnight and Intraday Returns' (arXiv, 2020)
- **Kronos — open-source foundation model trained on 12B candlesticks** [LLM, crypto, finance/trading]
  - Generic time-series foundation models barely beat simple autoregressive baselines on stocks
  - Kronos is domain-pretrained on candlesticks and is open source
- **'Shady Grove' — Doc Watson's clawhammer D-Dorian and a 400-year melody** [education, music]
  - Child Ballad #81 shows how stable folk melodies can stay over centuries
  - Learn Doc Watson's version for drop-thumb and pull-off technique in D-Dorian

## A-Tier (High Value)

- **Platonic Representation Hypothesis — embeddings as AI telepathy** [LLM, data science, security]
- **GeoSpy.ai — geolocate any photo from buildings, plants, shadows** [architecture, data science, image generation]
- **MediaPipe TouchDesigner plugin by @blankensmithing** [3D, creative coding]
- **Ollama — run open-source LLMs locally to learn how they work** [LLM, UI/UX, open source]
- **Qwen 2.5 Max, Wan 2.1, Lumina 2 — China's open-source trio** [LLM, art, marketing]
- **Google's comprehensive prompt engineering guide — PDF recap** [LLM, prompt engineering]
- **Odyssey Explorer — turn any image into an explorable 3D world** [3D, gaming, image generation]
- **Kling Motion Brush — direct up to 5 characters in one AI video** [animation, image generation, photography]
- **Runway non-linear video — node canvas of AI keyframes** [UI/UX, education, video production]
- **Nemotron 70B — NVIDIA's open-source LLM benchmark leader** [LLM, open source]
- **Runway Gen-3 Alpha Video-to-Video — precise motion control** [architecture, audio, video production]
- **Llama 3.1 — 8B / 70B / 405B open-source release** [LLM, open source]
- **websim.ai — hallucinated websites as an AI tool demo** [music, no-code, prompt engineering]
- **Striking-distance keywords — GSC SEO tactic (positions 6-11)** [web]
- **Kling AI — free international rollout of text-to-video** [video production]
- **Veo — Google's text/image/video-to-video model (Google I/O)** [prompt engineering, video production]
- **AI-styled QR codes — generate codes that look like images** [art, image generation, prompt engineering]
- **Scraping SAM.gov — puppeteer + AI for government data** [automation, data science]
- **Blackbox AI — coding assistant as 'Google search for code'** [software development]
- **Sketch-to-3D-anim pipeline — Procreate + Magnific + 3DAI + Move AI** [3D, animation, art]
- **Midjourney architectural sketch-in-context technique** [art, design, image generation]
- **iOS Shortcut -> Claude — text a task, phone runs it automatically** [agents, mobile]
- **Greg Isenberg — how to design stunning AI apps (not vibe-coded ugly)** [agents, archives, branding]
- **Claude Code design uplevel — 3 systems for better UI output** [3D, UI/UX, agents]
- **Claude Code + Chrome — browser-driven coding combo** [agents, automation, software development]
- **Claude Code rate-limit workarounds — Nate Herkai's tips** [UI/UX, agents, prompt engineering]
- **llms.txt — get ChatGPT to recommend your local business** 📘 [LLM, prompt engineering, video production]
- **Onyx — open-source self-hosted agentic RAG platform** 📘 [LLM, RAG, agents]
- **NASA EONET — free real-time weather/event data API** [data science, software development]
- **Five Claude MCP servers — search, browser, docs, tasks, file-to-markdown** [LLM, agents, audio]
- **5 starter quant research papers — Value/Momentum, order book, RL** [finance/trading]
- **10 non-cliche quant research projects — Bayesian BL, RL factors, PBO** 📘 [agents, data science, finance/trading]
- **Codex + Claude Code — 3 systems to audit CC output with Codex** [LLM, agents, open source]
- **OpenScreen — free open-source Screen Studio alternative** 📘 [audio, creative coding, open source]
- **Claude Code hooks — 3 daily-driver hooks from @jens.heitmann** 📘 [agents, marketing]
- **Claude Code agent teams — parallel sessions that message each other** [LLM, agents, software development]
- **Randy Roberts — generative-art code garden (@rndyrbrts)** [art, creative coding, generative-art]
- **SentrySearch — 100% local Qwen3-VL video search engine** [video production]
- **Pretext — 500x faster canvas text rendering, no DOM needed** []
- **21st.dev — largest React component marketplace for design engineers** [design]
- **Kimi Code CLI — free Claude Code alternative, terminal-first agent** [agents]
- **Kimi K2.5 — Moonshot's open multimodal agentic model** [agents]
- **MiniMax M2.5 — 80.2% SWE-Bench, top open-source coding model** [software development]
- **HY-Motion 1.0 — Tencent's text-to-3D motion generation** [3D]
- **n8n AI Automation — self-hosted Zapier with AI agent nodes** [agents]
- **TouchDesigner Creative Coding — 3D scanning, MediaPipe, Gaussian splats** [3D, creative coding, software development]
- **vvd.world — interactive maps, lore tracking, connection visualizer** [creative coding, design]
- **MonkeyAITools directory + Luma Labs/Polycam tags** [3D, VFX, crypto]
- **Text-to-video tip: start from an image — @setupspawn** [fashion, prompt engineering, video production]
- **NVIDIA ChatRTX local LLM — @nathanespinozayt sponsored demo** [LLM, RAG, video production]
- **MonkeyAITools animated content directory** [agents, crypto, prompt engineering]
- **Three Claude Code repos — CLI-Anything, GSD 2 and Garry Tan's gstack** [agents, open source, software development]
- **Mentor-Style GitHub Repos — five repos for terminal, patterns, testing and architecture** [education, open source, software development]
- **RAG-Anything + LightRAG — multimodal graph RAG for images, charts and docs** [LLM, agents, open source]
- **Karpathy-style LLM knowledge base — Claude Code turns 36 videos into a linked wiki** [LLM, agents, productivity]
- **Phase Space Reconstruction — unfolding hidden BTC volatility dynamics** [chaos-theory, crypto, finance/trading]
- **Hidden Markov Models — detecting market regime shifts automatically** [finance/trading, ml, quant]
- **Ornstein-Uhlenbeck Process — mean reversion for pairs trading** [finance/trading, quant, stochastic-processes]
- **Volatility Surface — regime shifts from smile to smirk** [finance/trading, options, quant]
- **Omori's Law — earthquake aftershock math applied to market crashes** [physics, quant, video production]
- **Lempel-Ziv Complexity — compression algorithms to detect market predictability** [information-theory, quant]
- **Monte Carlo — 25,000 shuffled BTC returns to separate edge from luck** [backtesting, crypto, quant]
- **Minimum Spanning Tree — graph theory reveals S&P 500 hidden structure** [graph-theory, quant, risk]
- **Kalman Filter — adaptive signal extraction for non-stationary markets** [finance/trading, quant, signal processing]
- **Random Matrix Theory — cleaning correlation matrices from noise** [finance/trading, linear-algebra, quant]
- **VectorBT Grid Search — mmap data, joblib batching and vectorized backtests** [backtesting, data science, finance/trading]
- **you don’t need Netflix with this tech drama.** [UI/UX, open source]
- **Carbonyl — full Chromium browser rendered inside your terminal** [open source, software development]
- **AI-first software design — build data layers agents can actually read** [UI/UX, agents, software development]
- **You can make Claude Code your Social Media Manager that studies your cha...** [video production]
- **we’ve lost the plot on the exploratory nature of design** [design, prompt engineering, software development]
- **MOAR SKILLS. Comment "skills" and I'll send you my top 10 from that list.** [design]
- **Free super agent production team?** [agents, video production]
- **I just gave my Claude Code second brain a massive overhaul. Here are the...** [LLM]
- **You’re probably running Claude Code out of your terminal right now. I wi...** []
- **STOP scrolling if you use Claude! 🤯** []
- **Gold Quant Agent: AI-Powered Trading System Analyzing 6M Data Points** [agents, finance/trading, open source]
- **Claude Code on OpenRouter — keep the harness, swap in cheaper models** [LLM, agents, open source]
- **Anthropic silently shipped 3 more features in Claude Code last week whil...** []
- **#ai #claude #openclaw ##entrepreneurs #vibecoding** [open source]
- **Claude Code auto-approve mode — control is reading the plan, not pressing Y** [prompt engineering]
- **Turing patterns in Photoshop — repeated blur and sharpen as reaction-diffusion** [art, creative coding, design]
- **Escher's Print Gallery — 3Blue1Brown on the complex-analysis loop at its center** [art, creative coding, education]
- **Waterproof shower notes — capturing ideas that actually become projects** [3D, art, design]
- **Handheld hyperlapse of New York — in-camera transitions, After Effects edit** [art, photography, video production]
- **3 years of Stratacut: Some of my favorite projects and experiments durin...** [art]
- **Pendulum drawing machine — harmonograph kinetic sculpture with a rocking table** [art, creative coding, hardware]
- **Oil glazing with Galkyd Lite and Gamsol — thin transparent color layers** [art]
- **Glass Sandwichs by Dustin Yellin @dustinyellin #contemporaryart #artrevi...** [3D, art]
- **Bringing a few different techniques together in this one, and might be o...** [3D, art]
- **Salvador Dalí on hypnagogic images — 1971 Dick Cavett interview** [art, education]
- **James Stevens Curl on ornament — why art looks bolted onto modernist buildings** [architecture, art, design]
- **Al Bahar Towers — sun-tracking origami façade that halves cooling load** [architecture, art, design]
- **Frei Otto — lightweight tensile structures found from soap bubbles** [architecture, art, design]
- **Victoriano 'Jumpman' — 29-frame hand-painted animated graffiti mural** [animation, art]
- **Decalcomania — surrealist paint-transfer for chance-driven portraits** [art, design]
- **Google and Amazon profits — half came from marking up Anthropic stakes** [finance/trading, news, prompt engineering]
- **To get the full prompt, just comment “Manus” ✌️ — This guy beat the market because he was paying attention.** [UI/UX, agents, prompt engineering]
- **25+ autonomous agents debate every trading day across 4 layers and evolve in real time — • Real-outcome scoring on ev...** [agents, finance/trading, open source]
- **Radiooooo — world-map radio for digging samples by country and decade** [audio, music]
- **Claude — Attention is a dot product between a query vector and a key vector. A plain dot...** [prompt engineering]
- **Claude Projects + custom MCP tools — system prompts for productivity agents** [agents]
- **With those skills, you could easily charge thousands for any design project** [design]
- **Anthropic — Se llama find-skills (de vercel-labs). La instalas, le preguntas en lenguaje...** [open source]
- **Claude advisor mode — Opus plans, Sonnet or Haiku executes for less** [LLM, agents]
- **AI tools worth paying for — Claude, Gemini, n8n, Neon and Railway stack** [agents, productivity, software development]
- **Llama — Engineers have been quantizing the cache down for years. 8 bits works. 4 bits...** [LLM, finance/trading, prompt engineering]
- **awesome-design-md — brand design systems you paste into Claude Code** [UI/UX, agents, branding]
- **Figma — moroccan_boss_lady** [design]
- **Claude Code skills, CLIs & plugins roundup — RAG-Anything and more** [agents, design, open source]
- **Concise outputs beat verbosity — study behind the caveman prompting trend** [LLM, agents, open source]
- **Spam calls are one of the most annoying problems on the internet era — The problem is that most robocallers hide behi...** [video production]
- **Powerful website you should know part 561** []
- **Illumetry IO 3D display — tracked frame for slicing anatomy in Unity** [3D, UI/UX, hardware]
- **Echoes by Sander Hagelaar — water, induction LEDs and pumped light** [art, hardware]
- **Claude chat to Cowork — brainstorm, prototype in chat, then hand off to build** [agents, prompt engineering, software development]
- **Cursor — Most websites just show text.** [UI/UX, animation]
- **PLFM_RADAR — open-source radar with PCBs, FPGA code and Python GUI** [hardware, open source]
- **Claude Code website build — CLAUDE.md, frontend-design skill, screenshot loop** [UI/UX, branding, design]
- **Claude — Also, happy 100 posts to me! Woohoo!!!** [VFX]
- **Claude — 1. Prompt for viral content** [prompt engineering]
- **Claude — The companies that will win with AI will set up their company to be quickly...** [agents, prompt engineering]
- **Identity-preserving portrait prompt — Sony A1 85mm editorial re-render** [UI/UX, design, photography]
- **Bro really thought this would work 😭 — luis__de_la_rosa** []
- **ChatGPT — The origins of this moment trace back decades earlier to Geoffrey Hinton, the...** [branding]
- **3Blue1Brown puzzle — can disjoint unit discs always cover 10 points?** [education]
- **React — → http://github.com/ruucm/shadergradient** [3D, LLM, UI/UX]
- **Claude — Here's how to build it in 10 minutes:** [animation, prompt engineering, software development]
- **Docker — Off topic, and with all due respect, are we watching an AI avatar?** [agents, open source, software development]
- **Claude — Stop selling software. Sell the finished work.** []
- **ASI-Evolve — open-source agent loop that autonomously designs AI architectures** [LLM, agents, news]
- **Claude — To Do — Every morning 8AM. Scans Gmail, surfaces what needs a...** [agents, education, prompt engineering]
- **React — made a little 3D racer that runs right in the browser. anti-grav...** [3D, agents, archives]
- **Google probably installed an AI on your computer — micahisnotavailable** []
- **Princeton sponsored-ads study — 18 of 23 AI assistants push the paid option** [LLM, news]
- **Qwen — Been roaming around NYC with a smol autonomous agent on a rooted...** [LLM, agents, open source]
- **Surface Tension — optical tweezers and ComfyUI depth layers on living cells** [art, creative coding, prompt engineering]
- **Cyberdeck privacy stack — GrapheneOS, Tails, Orange Pi and rotating-IMSI carrier** [OSINT, hardware, open source]
- **MediaPipe — Download free at** [3D, music]
- **Claude — Original project from @danielsnows** [prompt engineering]
- **Let me know if you want this skill — This is a 90-second walkthrough of how to turn your taste into a...** [LLM, UI/UX, agents]
- **DeepSeek — “They want you” to train their models.** [audio, security, software development]
- **Self-improving startup — Loom transcripts to Claude skills to scheduled tasks** [agents, productivity, prompt engineering]
- **Mood board to audio-reactive code art — parametric design system for agents** [agents, art, audio]
- **Graphify — turn a repo into a knowledge graph to cut Claude Code tokens** [agents, open source, software development]
- **Design taste sources for AI builds — Aceternity, Refero, Mobbin, Godly** [UI/UX, design, reference]
- **If you know what gamma exposure, 0DTE, and dealer hedging ar — You already have an edge most traders don’t.** [3D]
- **Ornith 1.0 — open-source US coder that learns its own agent scaffolding** [LLM, agents, open source]
- **LongCat 2.0 — Meituan's 1.6T model trained without NVIDIA chips** [LLM, hardware, news]
- **Equations as images — color vectors that store parametric art in TouchDesigner** [art, creative coding]
- **Comment “2026” for my “Instagram Cheat Codes” on how to grow** [branding]
- **Join us at tiat on Thursday, April 30th — Tracing a path from his pioneering interactive media works to new...** [art, creative coding]
- **Absolutely love this** []
- **A gorgeous strange attractor known as Thomas' cyclically sym — Rendered via 3D Gaussian splatting.** [3D, education]
- **The brilliant @zcregger on the most important rule of draft  — The elf thing is class. Mine’s a cat. Eager, messy and...** []
- **Comment “skill” and I’ll send you the prompts — my_body_my_joyce** [agents, open source, prompt engineering]
- **Hugging Face — ️ FREECAD — github.com/FreeCAD/FreeCAD** [3D, design, education]
- **Artist statement in four sentences — what, why, how, and the takeaway** [art, marketing]
- **The art market just stopped gatekeeping, and most artists ha — For decades you made the work and waited to be picked....** [art]
- **Website with hand-tracking interaction, step by step tutoria — visuals created in part 1 using gpt2 model for images ...** [animation, design, education]
- **If you are also tryna rip a few influencer deals comment “in** [agents, marketing, prompt engineering]
- **There is a free app putting artists work in front of people  — Instagram shows your work to people who already follow...** [art]
- **All The Perspective Grids 1 to 6 Points — Perspective drawing creates depth in your art!** [art]
- **Claude ambition prompt — four knobs to make AI aim higher** [LLM, agents, prompt engineering]
- **Agent Reach — open-source skill letting agents read Reddit and X** [agents, open source]
- **Abliterated Qwen 3.5 9B — run PewDiePie-style Ajax locally with llama.cpp** [LLM, agents, open source]
- **REA MCP — agent-driven reverse engineering with a Ghidra backend** [agents, open source, security]
- **Claude Opus 5.5 to Blender — 3D animation built entirely as code** [3D, UI/UX, animation]
- **CoreWeave debt explained — how GPU-backed loans fund the neoclouds** [crypto, design, finance/trading]
- **Claudex skill — Claude and GPT-6 Astra cross-audit plan and build** [agents, software development]
- **Reverse Engineer Anything — trending repo that explains how any app works** [agents, open source, software development]
- **Open-source AI week — OpenViking, ARTEMIS, GLM-5.3 FlashX, Unsloth Studio** [LLM, agents, open source]
- **DuckStation 3D screenshot — rip any PS1 scene to OBJ for Blender** [3D, art, open source]
- **Quake III fast inverse square root — the 0x5f3759df bit hack explained** [3D, education, software development]
- **AgentCraft — Minecraft mod where Claude agents write real code** [agents, open source, software development]
- **Impeccable skill + Three.js — three-part stack for premium AI-built websites** [UI/UX, design, prompt engineering]
- **Claude trading watcher — LiquidTrade + QuiverQuant for insider-trade alerts** [agents, crypto, finance/trading]
- **Jev keyword triage — score SERP beatability before writing content** [LLM, marketing]
- **Fish Audio phone agent — AI receptionist that gathers context then hands off** [agents, audio, prompt engineering]
- **Conway's law — Casey Muratori on the one unbreakable rule, now for agents** [agents, architecture, design]
- **Codex + Blender — agent-built 3D hero asset embedded with Three.js** [3D, agents, design]
- **Claude design stack — Emil Kowalski, Impeccable, taste skills plus Figma MCP** [UI/UX, agents, design]
- **Anthropic job index audit — map your tasks to automation vs augmentation** [LLM, productivity, prompt engineering]
- **Katana crawler — fast JS endpoint and API route discovery for web recon** [open source, security]
- **Workflow hijacking — Noma research on AI automations with no authorization** [agents, open source, prompt engineering]
- **Fable orchestrates, Opus executes — cutting frontier-model token spend** [agents, software development]
- **MapQuest MCP for Claude — location-aware agents that route your day** [LLM, agents]
- **GPT-6 Astra + Codex one-person company — context files and daily checkpoints** [agents, productivity, prompt engineering]
- **Overnight return anomaly — most stock gains accrue close-to-open** [finance/trading, quant]
- **Microduck robot — reinforcement learning with PPO and reward shaping** [open source, robotics]
- **Herk Brain AI OS — local knowledge graph wired into a personal dashboard** [3D, UI/UX, agents]
- **Soup — fine-tune LLMs on a 4GB laptop GPU with one command** [LLM, open source]
- **Booking.com AI observability — Kafka buffer and PII redaction before Arize** [architecture, data science, security]
- **Six monetizable AI GitHub repos — clipping, Remotion, OpenHands and more** [agents, e-commerce, marketing]
- **God's Eye View — open-source 3D geospatial OSINT globe with voice agent** [3D, OSINT, agents]
- **Build-your-own CLI for agents — control apps that lack an MCP** [agents, security, software development]
- **only-cli/oc — browse websites as a compact numbered CLI for agents** [UI/UX, agents, open source]
- **Awesome Systematic Trading — curated quant libraries, models and backtesters** [crypto, finance/trading, open source]
- **MoneyPrinterTurbo — one-topic-in, finished short video out** [open source, video production]
- **StopSlop — a Claude skill file that strips AI writing tells** [marketing, open source, prompt engineering]
- **Claude Code Meta ads pipeline — Arcads API, Ads MCP and an Airtable swipe file** [agents, marketing, open source]
- **Vibe-coded landing page toolkit — seven tools for real design taste** [UI/UX, branding, design]
- **Prime Agent — self-rewriting harness lifts Opus 5 to 95.5% on ARC-AGI-3** [LLM, agents, open source]
- **Kronos — transformer that reads candlesticks as a language (part 3)** [LLM, creative coding, finance/trading]
- **DeepSeek V4 Flash re-post-training — big agentic gains, same model size** [LLM, agents, architecture]
- **Qwen 3.8 27B — local agentic model that fits on one 24GB GPU** [LLM, agents, open source]
- **Scroll-scrubbed product animation — Apple-style image sequence with AI** [UI/UX, animation, design]
- **Vibe-coded app performance — five fixes Claude usually skips** [UI/UX, software development, video production]
- **Agent workspace file tree — persistent memory and context folder layout** [agents, open source, productivity]
- **AI weekly roundup — Pocket TTS, Hermes Skills Hub, Kimi K3 in pure C** [LLM, agents, news]
- **Evo-designed bacteriophages — AI genomes that beat human gene swaps** [data science, design, news]
- **Claude website design stack — Kowalski, Impeccable and taste skills plus MCP** [UI/UX, agents, design]
- **Bilevel autoresearch loops — an outer coach loop rewrites the search** [LLM, agents, video production]
- **Baidu Unlimited OCR — 3B local model parsing 100-page PDFs in one pass** [LLM, data science, design]
- **Cochlea — Wi-Fi side-channel attack on Ring cameras** [OSINT, UI/UX, hardware]
- **Agentic OS on Claude Fable 5 — cron loop with earned autonomy** [LLM, agents, software development]
- **Humanizer skill for Claude Code — strip AI tells from your writing** [marketing, open source, prompt engineering]
- **Liquid AI Antidoom — FTPO training to kill reasoning doom loops** [LLM, open source, reference]
- **Nintendo static recompilation — native Zelda and Mario Kart ports** [open source, software development]
- **Bot Crossing — video-game workspace for managing 80 AI agents** [UI/UX, agents, creative coding]
- **Y-Pan — 3D-printed panoramic 35mm camera instead of a $5k XPan** [3D, design, hardware]
- **Tristan Perich's 1-Bit Symphony — music from on/off pulses on a chip** [art, creative coding, music]
- **Orbiter — open-source smartphone 3D scanner for print-ready parts** [3D, design, hardware]
- **Elizabeth Greenshields Foundation — no-deadline CAD 17k grant for early painters** [art, education]
- **DeepPIV laser-sheet scanning — 3D models of deep-sea siphonophores in situ** [3D, education, hardware]
- **Efficiency-ratio forecaster — skip choppy days to lift a strategy's metrics** [data science, finance/trading, quant]
- **Charlie Munger's inversion — solve problems by asking how to cause failure** [finance/trading, productivity]
- **Katsuyama vs BATS on CNBC — the 'markets are rigged' HFT showdown** [finance/trading, quant]
- **Dolly Parton's family sings 'In the Pines' — Appalachian roots on TV, 1977** [music]
- **Born From Culture: Aotearoa — Māori haka film cut to Kendrick Lamar's N95** [music, video production]
- **AURORA's 'Rasputin' cover — disco classic reborn as dark folk ballad** [music]
- **Passion Pit's 'Sleepyhead' — sampling Mary O'Hara's 1958 Irish lullaby** [audio, music]
- **'Sally in the Garden' — Crockett's Kentucky Mountaineers' 1929 modal tune** [education, music]
- **Cookie-tin fretless banjo — a DIY instrument built with a parent** [hardware, music]
- **'Shady Grove' — from Renaissance ballad to Appalachian standard** [education, music]
- **The khaen — Lao bamboo free-reed organ that plays on inhale and exhale** [audio, music]

## Tool Directory

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

- **claude** (192x, best: S-tier) — domains: web, architecture, motion design
- **claude code** (107x, best: S-tier) — domains: web, architecture, motion design
- **anthropic** (49x, best: S-tier) — domains: architecture, news, LLM
- **chatgpt** (44x, best: S-tier) — domains: web, architecture, news
- **python** (27x, best: S-tier) — domains: options, hft, news
- **openai** (22x, best: S-tier) — domains: architecture, news, creative coding
- **codex** (17x, best: S-tier) — domains: security, productivity, finance/trading
- **gemini** (17x, best: S-tier) — domains: architecture, news, creative coding
- **blender** (14x, best: S-tier) — domains: video production, software development, VFX
- **obsidian** (14x, best: S-tier) — domains: productivity, video production, software development
- **touchdesigner** (13x, best: S-tier) — domains: video production, architecture, software development
- **cursor** (12x, best: S-tier) — domains: archives, video production, software development
- **higgsfield** (11x, best: S-tier) — domains: video production, photography, software development
- **react** (11x, best: S-tier) — domains: archives, finance/trading, quant
- **playwright** (10x, best: S-tier) — domains: productivity, video production, software development
- **deepseek** (9x, best: A-tier) — domains: video production, architecture, software development
- **runway** (9x, best: A-tier) — domains: video production, architecture, photography
- **figma** (8x, best: S-tier) — domains: archives, software development, 3D
- **llama** (8x, best: A-tier) — domains: finance/trading, video production, prompt engineering
- **n8n** (8x, best: S-tier) — domains: productivity, finance/trading, video production
- **hugging face** (7x, best: S-tier) — domains: archives, finance/trading, video production
- **kimi** (7x, best: A-tier) — domains: video production, architecture, software development
- **notebooklm** (7x, best: S-tier) — domains: productivity, video production, RAG
- **unreal engine** (7x, best: S-tier) — domains: video production, data science, VFX
- **mediapipe** (6x, best: S-tier) — domains: software development, 3D, VFX
- **polymarket** (6x, best: B-tier) — domains: finance/trading, prediction markets, architecture
- **banjo** (5x, best: S-tier) — domains: hardware, education, music
- **qwen** (5x, best: A-tier) — domains: video production, software development, marketing
- **three.js** (5x, best: S-tier) — domains: video production, software development, VFX
- **veo** (5x, best: S-tier) — domains: video production, architecture, software development
- **docker** (4x, best: S-tier) — domains: productivity, video production, software development
- **google** (4x, best: S-tier) — domains: web, software development, prompt engineering
- **impeccable** (4x, best: A-tier) — domains: video production, software development, prompt engineering
- **internet archive** (4x, best: B-tier) — domains: archives, video production, hardware
- **manus** (4x, best: B-tier) — domains: productivity, software development, prompt engineering
- **midjourney** (4x, best: A-tier) — domains: video production, photography, software development
- **notion** (4x, best: A-tier) — domains: productivity, video production, prompt engineering
- **openrouter** (4x, best: A-tier) — domains: archives, video production, software development
- **posthog** (4x, best: B-tier) — domains: data science, prompt engineering, UI/UX
- **sora** (4x, best: A-tier) — domains: video production, architecture, e-commerce
- **stitch** (4x, best: A-tier) — domains: video production, 3D, branding
- **tradingview** (4x, best: C-tier) — domains: finance/trading, video production, crypto
- **unity** (4x, best: S-tier) — domains: hardware, VFX, 3D
- **after effects** (3x, best: A-tier) — domains: video production, crypto, photography
- **kling** (3x, best: A-tier) — domains: video production, photography, architecture
- **mcp** (3x, best: S-tier) — domains: software development, VFX, 3D
- **ollama** (3x, best: A-tier) — domains: productivity, video production, software development
- **raspberry pi** (3x, best: A-tier) — domains: video production, hardware, software development
- **sherlock** (3x, best: B-tier) — domains: video production, crypto, photography
- **slack** (3x, best: S-tier) — domains: productivity, video production, software development
- **vercel** (3x, best: S-tier) — domains: software development, prompt engineering, animation
- **youtube** (3x, best: A-tier) — domains: productivity, video production, open source
- **21st.dev** (2x, best: A-tier) — domains: software development, branding, marketing
- **bitwarden** (2x, best: A-tier) — domains: productivity, video production, software development
- **cal.com** (2x, best: B-tier) — domains: productivity, finance/trading, video production
- **canva** (2x, best: B-tier) — domains: finance/trading, video production
- **cli-anything** (2x, best: S-tier) — domains: software development, agents, open source
- **descript** (2x, best: A-tier) — domains: productivity, video production, software development
- **elevenlabs** (2x, best: S-tier) — domains: productivity, video production, 3D
- **flux** (2x, best: A-tier) — domains: archives, architecture, prompt engineering
- **github** (2x, best: A-tier) — domains: productivity, software development, music
- **google colab** (2x, best: A-tier) — domains: video production, software development, prompt engineering
- **gpt-4** (2x, best: A-tier) — domains: video production, architecture, audio
- **gpt-5** (2x, best: S-tier) — domains: video production, prompt engineering, art
- **granola** (2x, best: A-tier) — domains: productivity, video production, software development
- **grok** (2x, best: B-tier) — domains: video production, software development, news
- **grokbot** (2x, best: B-tier) — domains: video production, software development, prompt engineering
- **gsd** (2x, best: S-tier) — domains: software development, agents, open source
- **hunyuan3d** (2x, best: S-tier) — domains: 3D, prompt engineering, image generation
- **imagen** (2x, best: S-tier) — domains: software development, creative coding, art
- **jupyterlab** (2x, best: S-tier) — domains: video production, data science, 3D
- **kalshi** (2x, best: C-tier) — domains: finance/trading, prediction markets, software development
- **katana** (2x, best: A-tier) — domains: OSINT, open source, security
- **khaen** (2x, best: A-tier) — domains: music, audio
- **kronos** (2x, best: S-tier) — domains: finance/trading, video production, crypto
- **lightrag** (2x, best: S-tier) — domains: agents, LLM, open source
- **linkedin** (2x, best: B-tier) — domains: software development, productivity, prompt engineering
- **loom** (2x, best: A-tier) — domains: productivity, video production, software development
- **lora** (2x, best: B-tier) — domains: hardware, video production, architecture
- **meta** (2x, best: S-tier) — domains: finance/trading, crypto, data science
- **odyssey** (2x, best: A-tier) — domains: video production, 3D, gaming
- **openclaw** (2x, best: B-tier) — domains: video production, software development, news
- **orange pi** (2x, best: A-tier) — domains: video production, hardware, prompt engineering
- **perplexity** (2x, best: A-tier) — domains: productivity, video production, software development
- **photoshop** (2x, best: A-tier) — domains: art, video production, design
- **premiere pro** (2x, best: A-tier) — domains: UI/UX, video production, education
- **railway** (2x, best: A-tier) — domains: software development, productivity, agents
- **runway gen-3** (2x, best: A-tier) — domains: prompt engineering, video production, architecture
- **shadergradient** (2x, best: S-tier) — domains: software development, VFX, 3D
- **stable diffusion** (2x, best: A-tier) — domains: finance/trading, prompt engineering, image generation
- **typescript** (2x, best: B-tier) — domains: archives, video production, hardware
- **vs code** (2x, best: S-tier) — domains: video production, architecture, software development
- **whisper** (2x, best: A-tier) — domains: productivity, video production, software development
- **zapier** (2x, best: A-tier) — domains: video production, software development, agents
- **3dai studio** (1x, best: A-tier) — domains: art, video production, 3D
- **aceternity ui** (1x, best: A-tier) — domains: software development, UI/UX, design
- **agent reach** (1x, best: A-tier) — domains: agents, open source
- **agentcraft** (1x, best: A-tier) — domains: software development, agents, open source
- **airtable** (1x, best: A-tier) — domains: agents, open source, video production
- **anthropic economic index** (1x, best: A-tier) — domains: productivity, LLM, prompt engineering
- **antidoom** (1x, best: A-tier) — domains: video production, LLM, open source
- **antigravity** (1x, best: A-tier) — domains: software development, prompt engineering, agents
- **apify** (1x, best: A-tier) — domains: software development, productivity, agents
- **arcads** (1x, best: A-tier) — domains: agents, open source, video production
- **arize** (1x, best: A-tier) — domains: software development, data science, architecture
- **artemis** (1x, best: A-tier) — domains: software development, prompt engineering, agents
- **asi-evolve** (1x, best: A-tier) — domains: agents, LLM, news
- **attio** (1x, best: A-tier) — domains: software development, productivity, agents
- **autoclip** (1x, best: A-tier) — domains: video production, e-commerce, marketing
- **autoresearch** (1x, best: S-tier) — domains: software development, agents, open source
- **awesome systematic trading** (1x, best: A-tier) — domains: finance/trading, crypto, quant
- **awesome-design-md** (1x, best: A-tier) — domains: branding, marketing, UI/UX
- **bigquery** (1x, best: S-tier) — domains: software development, productivity, agents
- **blackbox.ai** (1x, best: A-tier) — domains: software development
- **bot crossing** (1x, best: A-tier) — domains: video production, creative coding, UI/UX
- **buffer** (1x, best: S-tier) — domains: productivity, 3D, education
- **cape** (1x, best: A-tier) — domains: hardware, OSINT, open source
- **carbonyl** (1x, best: A-tier) — domains: software development, open source
- **chrome** (1x, best: A-tier) — domains: software development, automation, agents
- **chromium** (1x, best: A-tier) — domains: software development, open source
- **claude api** (1x, best: A-tier) — domains: agents, LLM
- **claude cowork** (1x, best: A-tier) — domains: software development, agents, video production
- **claude desktop** (1x, best: A-tier) — domains: agents, open source, video production
- **claude in chrome** (1x, best: S-tier) — domains: productivity, 3D, education
- **claude-peers** (1x, best: S-tier) — domains: software development, agents, open source
- **claudex** (1x, best: A-tier) — domains: software development, agents
- **clickup** (1x, best: A-tier) — domains: productivity, video production, 3D
- **cloudinary** (1x, best: A-tier) — domains: software development, productivity, agents
- **cochlea** (1x, best: A-tier) — domains: video production, hardware, OSINT
- **comfyui** (1x, best: A-tier) — domains: art, prompt engineering, video production
- **context7** (1x, best: A-tier) — domains: software development, agents, LLM
- **cron** (1x, best: A-tier) — domains: software development, agents, LLM
- **czlonkowski/n8n-mcp** (1x, best: S-tier) — domains: automation, UI/UX, agents
- **dall-e** (1x, best: A-tier) — domains: video production, architecture, audio
- **deeppiv** (1x, best: A-tier) — domains: hardware, education, video production
- **deepseek harness** (1x, best: A-tier) — domains: agents, LLM, video production
- **deepwiki** (1x, best: S-tier) — domains: software development, agents, open source
- **duckstation** (1x, best: A-tier) — domains: art, 3D, open source
- **easy gif** (1x, best: A-tier) — domains: video production, software development, prompt engineering
- **elder-plinius/l1b3rt4s** (1x, best: S-tier) — domains: video production, prompt engineering, art
- **excalidraw** (1x, best: S-tier) — domains: software development, agents, open source
- **ffmpeg** (1x, best: A-tier) — domains: video production, 3D, music
- **figma mcp** (1x, best: A-tier) — domains: UI/UX, agents, design
- **firecrawl** (1x, best: S-tier) — domains: software development, agents, open source
- **fish audio** (1x, best: A-tier) — domains: agents, video production, prompt engineering
- **galkyd lite** (1x, best: A-tier) — domains: art
- **gamsol** (1x, best: A-tier) — domains: art
- **gausseous** (1x, best: S-tier) — domains: video production, 3D, audio
- **gemini cli** (1x, best: S-tier) — domains: software development, agents, LLM
- **geospy** (1x, best: A-tier) — domains: image generation, data science, architecture
- **getdesign.md** (1x, best: A-tier) — domains: branding, marketing, UI/UX
- **ghidra** (1x, best: A-tier) — domains: agents, video production, open source
- **ghostty** (1x, best: S-tier) — domains: software development, productivity, agents
- **git** (1x, best: S-tier) — domains: software development, productivity, agents
- **gitdiagram** (1x, best: S-tier) — domains: software development, agents, open source
- **github actions** (1x, best: A-tier) — domains: prompt engineering, agents, open source
- **github cli** (1x, best: S-tier) — domains: software development, agents, open source
- **gitingest** (1x, best: S-tier) — domains: software development, agents, open source
- **gitmcp** (1x, best: S-tier) — domains: software development, agents, open source
- **glittercowboy/get-shit-done** (1x, best: S-tier) — domains: automation, UI/UX, agents
- **gmail** (1x, best: S-tier) — domains: productivity, 3D, education
- **god's eye view** (1x, best: A-tier) — domains: agents, 3D, OSINT
- **godly** (1x, best: A-tier) — domains: software development, UI/UX, design
- **google antigravity** (1x, best: A-tier) — domains: software development, productivity, agents
- **google flow** (1x, best: A-tier) — domains: video production, software development, prompt engineering
- **google search console** (1x, best: A-tier) — domains: web
- **google workspace cli** (1x, best: S-tier) — domains: software development, agents, open source
- **grapheneos** (1x, best: A-tier) — domains: hardware, OSINT, open source
- **graphify** (1x, best: A-tier) — domains: software development, agents, open source
- **grok imagine** (1x, best: A-tier) — domains: video production, software development, news
- **gstack** (1x, best: A-tier) — domains: software development, agents, open source
- **hccl** (1x, best: A-tier) — domains: video production, hardware, software development
- **hermes agent** (1x, best: A-tier) — domains: productivity, agents, video production
- **hermes skills hub** (1x, best: A-tier) — domains: video production, software development, news
- **hesreallyhim/awesome-claude-code** (1x, best: S-tier) — domains: automation, UI/UX, agents
- **homebrew** (1x, best: A-tier) — domains: agents, LLM, video production
- **huawei ascend** (1x, best: A-tier) — domains: video production, hardware, software development
- **humanizer** (1x, best: A-tier) — domains: prompt engineering, video production, open source
- **hunyuan3d-2** (1x, best: S-tier) — domains: 3D, prompt engineering, image generation
- **ideogram** (1x, best: A-tier) — domains: video production, software development, marketing
- **illumetry io** (1x, best: A-tier) — domains: hardware, UI/UX, 3D
- **ios shortcuts** (1x, best: A-tier) — domains: agents, mobile
- **jev** (1x, best: A-tier) — domains: LLM, marketing
- **joblib** (1x, best: A-tier) — domains: finance/trading, quant, python
- **kafka** (1x, best: A-tier) — domains: software development, data science, architecture
- **kali linux** (1x, best: A-tier) — domains: open source, security
- **kepano/obsidian-skills** (1x, best: S-tier) — domains: automation, UI/UX, agents
- **keshifun gold powder** (1x, best: S-tier) — domains: art, design
- **kimi-k3-in-c** (1x, best: A-tier) — domains: video production, software development, news
- **liquid-glass-js** (1x, best: S-tier) — domains: software development, VFX, creative coding
- **liquid-logo** (1x, best: S-tier) — domains: software development, VFX, creative coding
- **liquidtrade** (1x, best: A-tier) — domains: finance/trading, agents, crypto
- **llama.cpp** (1x, best: A-tier) — domains: agents, LLM, video production
- **ln** (1x, best: S-tier) — domains: 3D, animation, creative coding
- **luma** (1x, best: A-tier) — domains: crypto, VFX, video production
- **macnativegames** (1x, best: A-tier) — domains: software development, open source
- **magnific** (1x, best: A-tier) — domains: art, video production, 3D
- **magnific ai** (1x, best: A-tier) — domains: art, video production, 3D
- **mandelbulber** (1x, best: S-tier) — domains: video production, 3D, creative coding
- **manychat** (1x, best: A-tier) — domains: software development, productivity, agents
- **mapquest** (1x, best: A-tier) — domains: agents, LLM
- **markdownify** (1x, best: A-tier) — domains: software development, agents, LLM
- **meta ads** (1x, best: S-tier) — domains: productivity, 3D, education
- **meta ads mcp** (1x, best: A-tier) — domains: agents, open source, video production
- **meta ai** (1x, best: S-tier) — domains: video production, OSINT, security
- **microduck** (1x, best: A-tier) — domains: robotics, open source
- **minecraft** (1x, best: A-tier) — domains: software development, agents, open source
- **mistral** (1x, best: A-tier) — domains: security, software development, video production
- **mobbin** (1x, best: A-tier) — domains: software development, UI/UX, design
- **moneyprinterturbo** (1x, best: A-tier) — domains: video production, open source
- **moonshine** (1x, best: S-tier) — domains: hardware, LLM, open source
- **move ai** (1x, best: A-tier) — domains: art, video production, 3D
- **mullvad vpn** (1x, best: A-tier) — domains: hardware, OSINT, open source
- **mumu ai novel** (1x, best: A-tier) — domains: video production, e-commerce, marketing
- **muse code** (1x, best: A-tier) — domains: video production, software development, news
- **mush8** (1x, best: A-tier) — domains: software development, open source
- **nasa eonet** (1x, best: A-tier) — domains: software development, data science
- **nccl** (1x, best: A-tier) — domains: video production, hardware, software development
- **nemotron** (1x, best: A-tier) — domains: LLM, open source
- **neon** (1x, best: A-tier) — domains: software development, productivity, agents
- **nextlevelbuilder/ui-ux-pro-max-skill** (1x, best: S-tier) — domains: automation, UI/UX, agents
- **numba** (1x, best: A-tier) — domains: finance/trading, quant, python
- **numpy** (1x, best: A-tier) — domains: finance/trading, quant, python
- **nvidia chatrtx** (1x, best: A-tier) — domains: RAG, LLM, video production
- **o*net** (1x, best: A-tier) — domains: productivity, LLM, prompt engineering
- **obra/superpowers** (1x, best: S-tier) — domains: automation, UI/UX, agents
- **oc** (1x, best: A-tier) — domains: UI/UX, agents, open source
- **odysseus** (1x, best: A-tier) — domains: agents, LLM, video production
- **odyssey explorer** (1x, best: A-tier) — domains: gaming, 3D, video production
- **onyx** (1x, best: A-tier) — domains: agents, RAG, LLM
- **onyx-dot-app/onyx** (1x, best: A-tier) — domains: agents, RAG, LLM
- **openhands** (1x, best: A-tier) — domains: video production, e-commerce, marketing
- **openscreen** (1x, best: A-tier) — domains: video production, open source, creative coding
- **openspace** (1x, best: S-tier) — domains: software development, agents, open source
- **openviking** (1x, best: A-tier) — domains: software development, prompt engineering, agents
- **orbiter** (1x, best: A-tier) — domains: hardware, 3D, design
- **pandas** (1x, best: A-tier) — domains: finance/trading, quant, python
- **personalive** (1x, best: A-tier) — domains: video production, e-commerce, marketing
- **pi sdk** (1x, best: A-tier) — domains: software development, agents, open source
- **pizza bot** (1x, best: A-tier) — domains: software development, prompt engineering, agents
- **pocket tts** (1x, best: A-tier) — domains: video production, software development, news
- **ppf-contact-solver** (1x, best: S-tier) — domains: VFX, 3D, animation
- **pretext** (1x, best: A-tier) — domains: 
- **prime agent** (1x, best: A-tier) — domains: software development, agents, LLM
- **procreate** (1x, best: A-tier) — domains: art, video production, 3D
- **puppeteer** (1x, best: A-tier) — domains: automation, data science
- **quake iii arena** (1x, best: A-tier) — domains: software development, education, 3D
- **quiverquant** (1x, best: A-tier) — domains: finance/trading, agents, crypto
- **radiooooo** (1x, best: A-tier) — domains: music, audio
- **rag** (1x, best: A-tier) — domains: agents, RAG, LLM
- **rag-anything** (1x, best: A-tier) — domains: agents, LLM, open source
- **raspberry pi 5** (1x, best: S-tier) — domains: hardware, LLM, open source
- **rea** (1x, best: A-tier) — domains: agents, video production, open source
- **react three fiber** (1x, best: S-tier) — domains: software development, 3D, creative coding
- **react-three-fiber** (1x, best: S-tier) — domains: software development, VFX, creative coding
- **redink** (1x, best: A-tier) — domains: video production, e-commerce, marketing
- **refero** (1x, best: A-tier) — domains: software development, UI/UX, design
- **remotion** (1x, best: A-tier) — domains: video production, e-commerce, marketing
- **revenuecat** (1x, best: S-tier) — domains: productivity, 3D, education
- **reverse engineer anything** (1x, best: A-tier) — domains: software development, agents, open source
- **siddharthvaddem/openscreen** (1x, best: A-tier) — domains: video production, open source, creative coding
- **skillopt** (1x, best: S-tier) — domains: prompt engineering, agents, open source
- **skyrecomp** (1x, best: A-tier) — domains: software development, open source
- **soup** (1x, best: A-tier) — domains: LLM, open source
- **sparkjs** (1x, best: S-tier) — domains: video production, 3D, audio
- **stopslop** (1x, best: A-tier) — domains: prompt engineering, open source, marketing
- **stripe** (1x, best: A-tier) — domains: software development, productivity, agents
- **supabase** (1x, best: S-tier) — domains: software development, agents, open source
- **superhuman** (1x, best: A-tier) — domains: software development, productivity, agents
- **superwhisper** (1x, best: A-tier) — domains: software development, productivity, agents
- **tails** (1x, best: A-tier) — domains: hardware, OSINT, open source
- **task master ai** (1x, best: A-tier) — domains: software development, agents, LLM
- **tavily** (1x, best: A-tier) — domains: software development, agents, LLM
- **tencent** (1x, best: S-tier) — domains: 3D, prompt engineering, image generation
- **thedotmack/claude-mem** (1x, best: S-tier) — domains: automation, UI/UX, agents
- **tmux** (1x, best: S-tier) — domains: software development, productivity, agents
- **todoist** (1x, best: A-tier) — domains: software development, productivity, agents
- **tripo** (1x, best: S-tier) — domains: VFX, 3D, agents
- **twilio** (1x, best: A-tier) — domains: agents, video production, prompt engineering
- **ubuntu** (1x, best: A-tier) — domains: agents, video production, open source
- **unlimited ocr** (1x, best: A-tier) — domains: data science, LLM, design
- **unsloth** (1x, best: A-tier) — domains: video production, software development, prompt engineering
- **unsloth studio** (1x, best: A-tier) — domains: software development, prompt engineering, agents
- **urushi lacquer** (1x, best: S-tier) — domains: art, design
- **vcv rack** (1x, best: S-tier) — domains: art, 3D, creative coding
- **vectorbt** (1x, best: A-tier) — domains: finance/trading, quant, python
- **vpype** (1x, best: S-tier) — domains: 3D, animation, creative coding
- **vscode** (1x, best: A-tier) — domains: software development
- **waterproof sticky notes** (1x, best: A-tier) — domains: productivity, hardware, 3D
- **webgpu** (1x, best: A-tier) — domains: branding, marketing, UI/UX
- **websim.ai** (1x, best: A-tier) — domains: no-code, web, music
- **world labs** (1x, best: S-tier) — domains: image generation, 3D, creative coding
- **xinputreader** (1x, best: S-tier) — domains: art, 3D, animation

## Technique Directory

Techniques referenced across the catalog:

- **ai agents** (128x, best: S-tier)
- **code generation** (64x, best: S-tier)
- **algorithmic trading** (49x, best: S-tier)
- **workflow automation** (46x, best: S-tier)
- **api integration** (42x, best: S-tier)
- **mcp** (37x, best: S-tier)
- **automation** (30x, best: S-tier)
- **mcp server** (16x, best: S-tier)
- **vibe coding** (16x, best: S-tier)
- **prompt engineering** (13x, best: S-tier)
- **agent skills** (11x, best: A-tier)
- **hooks/automation** (10x, best: S-tier)
- **rag** (10x, best: S-tier)
- **mean reversion** (8x, best: A-tier)
- **video generation** (8x, best: S-tier)
- **arbitrage** (5x, best: A-tier)
- **clawhammer** (5x, best: S-tier)
- **fine-tuning** (5x, best: S-tier)
- **model routing** (5x, best: A-tier)
- **stochastic modeling** (5x, best: B-tier)
- **backtesting** (4x, best: A-tier)
- **context engineering** (4x, best: A-tier)
- **monte carlo** (4x, best: A-tier)
- **multi-agent orchestration** (4x, best: A-tier)
- **agent memory** (3x, best: A-tier)
- **cymatics** (3x, best: B-tier)
- **prompt templates** (3x, best: B-tier)
- **regime detection** (3x, best: S-tier)
- **role prompting** (3x, best: B-tier)
- **scheduled agents** (3x, best: A-tier)
- **statistical arbitrage** (3x, best: B-tier)
- **subagents** (3x, best: S-tier)
- **username enumeration** (3x, best: B-tier)
- **web scraping** (3x, best: A-tier)
- **3d printing** (2x, best: A-tier)
- **3d reconstruction** (2x, best: B-tier)
- **abliteration** (2x, best: A-tier)
- **agent orchestration** (2x, best: B-tier)
- **ai video generation** (2x, best: B-tier)
- **automated outreach** (2x, best: B-tier)
- **claude code skills** (2x, best: S-tier)
- **claude.md rules** (2x, best: S-tier)
- **cli over mcp** (2x, best: S-tier)
- **content repurposing** (2x, best: B-tier)
- **decompilation** (2x, best: A-tier)
- **design-system prompting** (2x, best: A-tier)
- **distillation** (2x, best: A-tier)
- **email enumeration** (2x, best: C-tier)
- **four-sentence artist statement** (2x, best: A-tier)
- **gaussian splatting** (2x, best: S-tier)
- **graphrag** (2x, best: S-tier)
- **image-to-video** (2x, best: B-tier)
- **kalman filter** (2x, best: A-tier)
- **kinetic sculpture** (2x, best: B-tier)
- **knowledge graph** (2x, best: A-tier)
- **learning language through song** (2x, best: B-tier)
- **local inference** (2x, best: A-tier)
- **lyric translation** (2x, best: B-tier)
- **market making** (2x, best: S-tier)
- **mcp connectors** (2x, best: A-tier)
- **mcp servers** (2x, best: S-tier)
- **meta-prompting** (2x, best: A-tier)
- **monte carlo simulation** (2x, best: A-tier)
- **motion capture** (2x, best: S-tier)
- **non-photorealistic rendering** (2x, best: B-tier)
- **on-device inference** (2x, best: S-tier)
- **pairs trading** (2x, best: A-tier)
- **persistent memory** (2x, best: B-tier)
- **persona prompting** (2x, best: B-tier)
- **plan mode** (2x, best: S-tier)
- **procedural animation** (2x, best: A-tier)
- **prompt chaining** (2x, best: C-tier)
- **reaction-diffusion** (2x, best: A-tier)
- **recursive language models** (2x, best: A-tier)
- **scheduled routines** (2x, best: S-tier)
- **skills** (2x, best: A-tier)
- **state estimation** (2x, best: A-tier)
- **static recompilation** (2x, best: A-tier)
- **tool calling** (2x, best: A-tier)
- **tool use** (2x, best: A-tier)
- **unified memory** (2x, best: B-tier)
- **upscaling** (2x, best: A-tier)
- **vectorized backtesting** (2x, best: A-tier)
- **voice cloning** (2x, best: A-tier)
- **word embeddings** (2x, best: B-tier)
- **1-bit synthesis** (1x, best: A-tier)
- **2d-to-3d pipeline** (1x, best: S-tier)
- **3d digitization** (1x, best: A-tier)
- **3d gaussian splatting** (1x, best: S-tier)
- **3d scene capture** (1x, best: A-tier)
- **adaptive filtering** (1x, best: A-tier)
- **advisor strategy** (1x, best: A-tier)
- **aftershock modeling** (1x, best: A-tier)
- **agent attribution** (1x, best: A-tier)
- **agent harness configuration** (1x, best: A-tier)
- **agent status visualization** (1x, best: A-tier)
- **agent teams** (1x, best: A-tier)
- **agent-built cli tools** (1x, best: A-tier)
- **agent-driven blender modeling** (1x, best: A-tier)
- **almgren-chriss** (1x, best: S-tier)
- **api base override** (1x, best: A-tier)
- **api-to-skill wrapping** (1x, best: S-tier)
- **assembly programming** (1x, best: A-tier)
- **asset-backed financing** (1x, best: A-tier)
- **attractor analysis** (1x, best: A-tier)
- **audio reactivity** (1x, best: A-tier)
- **audio-reactive rendering** (1x, best: S-tier)
- **automated ai research** (1x, best: A-tier)
- **automated experimentation** (1x, best: S-tier)
- **automated video generation** (1x, best: A-tier)
- **automatic memory tuning** (1x, best: A-tier)
- **automatic prompt optimization** (1x, best: S-tier)
- **autonomous coding agents** (1x, best: A-tier)
- **autoregressive decoding** (1x, best: A-tier)
- **autoregressive forecasting** (1x, best: S-tier)
- **autoresearch loop** (1x, best: A-tier)
- **avellaneda-stoikov mm** (1x, best: S-tier)
- **backtest overfitting detection** (1x, best: A-tier)
- **batch writes** (1x, best: A-tier)
- **bayesian black-litterman** (1x, best: A-tier)
- **benchmark-gated edits** (1x, best: S-tier)
- **bilevel loop** (1x, best: A-tier)
- **binary spherical quantization** (1x, best: A-tier)
- **biomimicry** (1x, best: A-tier)
- **blender python scripting** (1x, best: A-tier)
- **brevity constraints** (1x, best: A-tier)
- **caller context memory** (1x, best: A-tier)
- **camera-spec prompting** (1x, best: A-tier)
- **caveman prompting** (1x, best: A-tier)
- **cellular automata** (1x, best: A-tier)
- **circular sound via blow and draw** (1x, best: A-tier)
- **clarifying-question prompting** (1x, best: A-tier)
- **claude code hooks** (1x, best: A-tier)
- **claude.md authoring** (1x, best: S-tier)
- **claude.md project rules** (1x, best: A-tier)
- **cli tool use** (1x, best: S-tier)
- **closed-loop experimentation** (1x, best: A-tier)
- **co-location** (1x, best: A-tier)
- **collaborative cultural filmmaking** (1x, best: A-tier)
- **collective communication** (1x, best: A-tier)
- **color as vector** (1x, best: A-tier)
- **conformal mapping** (1x, best: A-tier)
- **contact simulation** (1x, best: S-tier)
- **context budgeting** (1x, best: A-tier)
- **context files** (1x, best: A-tier)
- **context rot mitigation** (1x, best: S-tier)
- **controlled chance** (1x, best: A-tier)
- **controlnet qr conditioning** (1x, best: A-tier)
- **correlation networks** (1x, best: A-tier)
- **coupled pendulums** (1x, best: A-tier)
- **crate digging** (1x, best: A-tier)
- **creative coding** (1x, best: A-tier)
- **credit freeze** (1x, best: S-tier)
- **cross-model review** (1x, best: A-tier)
- **csg** (1x, best: S-tier)
- **custom subagents** (1x, best: S-tier)
- **custom system prompts** (1x, best: S-tier)
- **cyberdeck build** (1x, best: A-tier)
- **d dorian modal tuning** (1x, best: S-tier)
- **data broker opt-out** (1x, best: S-tier)
- **data textures** (1x, best: A-tier)
- **decalcomania** (1x, best: A-tier)
- **depth map layering** (1x, best: A-tier)
- **design patterns** (1x, best: A-tier)
- **design variations** (1x, best: A-tier)
- **diffusion compositing** (1x, best: A-tier)
- **distance estimation** (1x, best: S-tier)
- **distribution shift detection** (1x, best: S-tier)
- **driver reconstruction** (1x, best: A-tier)
- **drivers** (1x, best: S-tier)
- **drop-thumb** (1x, best: S-tier)
- **droste effect** (1x, best: A-tier)
- **dystopian surrealism** (1x, best: S-tier)
- **earned autonomy** (1x, best: A-tier)
- **eigenvalue filtering** (1x, best: A-tier)
- **embeddings** (1x, best: A-tier)
- **end-of-session hook** (1x, best: S-tier)
- **endpoint discovery** (1x, best: A-tier)
- **entity extraction** (1x, best: A-tier)
- **execution** (1x, best: A-tier)
- **expert streaming** (1x, best: A-tier)
- **family harmony singing** (1x, best: A-tier)
- **final token preference optimization** (1x, best: A-tier)
- **float bit reinterpretation** (1x, best: A-tier)
- **form finding** (1x, best: A-tier)
- **fpga signal processing** (1x, best: A-tier)
- **fractal analysis** (1x, best: S-tier)
- **frame-by-frame painting** (1x, best: A-tier)
- **frames-to-video** (1x, best: A-tier)
- **gated deltanet** (1x, best: A-tier)
- **generative art** (1x, best: A-tier)
- **generative geometry** (1x, best: S-tier)
- **generator-evaluator loop** (1x, best: S-tier)
- **gguf quantization** (1x, best: A-tier)
- **git worktrees** (1x, best: S-tier)
- **graph theory** (1x, best: A-tier)
- **hand tracking** (1x, best: S-tier)
- **handheld hyperlapse** (1x, best: A-tier)
- **harmonograph** (1x, best: A-tier)
- **hawkes process** (1x, best: S-tier)
- **hidden-line removal** (1x, best: S-tier)
- **hon-kintsugi** (1x, best: S-tier)
- **hooks** (1x, best: A-tier)
- **human handoff** (1x, best: A-tier)
- **hurst exponent** (1x, best: S-tier)
- **hypnagogic image capture** (1x, best: A-tier)
- **idea capture** (1x, best: A-tier)
- **identity-aware workflows** (1x, best: A-tier)
- **identity-locked editing** (1x, best: A-tier)
- **implied volatility surface** (1x, best: A-tier)
- **imsi rotation** (1x, best: A-tier)
- **in-camera transitions** (1x, best: A-tier)
- **inductive power transfer** (1x, best: A-tier)
- **information theory** (1x, best: A-tier)
- **instrument building** (1x, best: A-tier)
- **interactive 3d web** (1x, best: A-tier)
- **inversion** (1x, best: A-tier)
- **isolated worktrees** (1x, best: A-tier)
- **iterative blur-sharpen** (1x, best: A-tier)
- **jailbreaking** (1x, best: S-tier)
- **k-line tokenization** (1x, best: S-tier)
- **kaufman efficiency ratio** (1x, best: A-tier)
- **keyframe graph editing** (1x, best: A-tier)
- **kinetic façade** (1x, best: A-tier)
- **kl regularization** (1x, best: A-tier)
- **knowledge graphs** (1x, best: A-tier)
- **laser sheet imaging** (1x, best: A-tier)
- **latency profiling** (1x, best: A-tier)
- **learnable orchestration** (1x, best: A-tier)
- **lempel-ziv complexity** (1x, best: A-tier)
- **llm evaluation** (1x, best: A-tier)
- **llm tracing** (1x, best: A-tier)
- **llm-as-classifier** (1x, best: A-tier)
- **llm-maintained wiki** (1x, best: A-tier)
- **llm-seo / geo** (1x, best: A-tier)
- **llms.txt** (1x, best: A-tier)
- **logistic regression** (1x, best: A-tier)
- **long-range dependence** (1x, best: S-tier)
- **manager-worker-reviewer** (1x, best: A-tier)
- **marcenko-pastur distribution** (1x, best: A-tier)
- **mark-to-market gains** (1x, best: A-tier)
- **markerless mocap** (1x, best: A-tier)
- **markov chains** (1x, best: A-tier)
- **mechanism design** (1x, best: A-tier)
- **memory mapping** (1x, best: A-tier)
- **mental models** (1x, best: A-tier)
- **mesh extraction** (1x, best: A-tier)
- **message-bus decoupling** (1x, best: A-tier)
- **minimum spanning tree** (1x, best: A-tier)
- **mixture of experts** (1x, best: A-tier)
- **modal fiddle tunes** (1x, best: A-tier)
- **monitor mode** (1x, best: A-tier)
- **mood board decomposition** (1x, best: A-tier)
- **motion brush** (1x, best: A-tier)
- **motor constraints** (1x, best: S-tier)
- **mugi-urushi bonding** (1x, best: S-tier)
- **multi-agent delegation** (1x, best: A-tier)
- **multi-model code review** (1x, best: A-tier)
- **multi-target tracking** (1x, best: A-tier)
- **multimodal rag** (1x, best: A-tier)
- **music-driven editing** (1x, best: A-tier)
- **negative constraints** (1x, best: A-tier)
- **negative style constraints** (1x, best: A-tier)
- **network analysis** (1x, best: A-tier)
- **neural architecture search** (1x, best: A-tier)
- **newton-raphson iteration** (1x, best: A-tier)
- **node-based editing** (1x, best: A-tier)
- **node-based video** (1x, best: A-tier)
- **non-stationary signal processing** (1x, best: A-tier)
- **ocr** (1x, best: A-tier)
- **oil glazing** (1x, best: A-tier)
- **optical tweezers** (1x, best: A-tier)
- **optimal transport** (1x, best: S-tier)
- **optimistic ui** (1x, best: A-tier)
- **orchestrator-worker pattern** (1x, best: A-tier)
- **overnight drift** (1x, best: S-tier)
- **overnight vs intraday return decomposition** (1x, best: A-tier)
- **paper trading** (1x, best: A-tier)
- **parallel batching** (1x, best: A-tier)
- **parallel git worktrees** (1x, best: S-tier)
- **parallel simulation** (1x, best: A-tier)
- **parallel worktrees** (1x, best: A-tier)
- **parameter grid search** (1x, best: A-tier)
- **parameter mapping to sound** (1x, best: S-tier)
- **parametric design system** (1x, best: A-tier)
- **parametric equations** (1x, best: A-tier)
- **parametric shading** (1x, best: A-tier)
- **path optimization** (1x, best: S-tier)
- **pattern detection** (1x, best: A-tier)
- **permission hooks** (1x, best: S-tier)
- **permutation testing** (1x, best: A-tier)
- **personal knowledge base** (1x, best: A-tier)
- **phase space reconstruction** (1x, best: A-tier)
- **photogrammetry** (1x, best: A-tier)
- **physical modeling** (1x, best: A-tier)
- **pii redaction** (1x, best: A-tier)
- **plan-then-build** (1x, best: A-tier)
- **planner-executor split** (1x, best: A-tier)
- **platonic representation hypothesis** (1x, best: A-tier)
- **post-training** (1x, best: A-tier)
- **power law decay** (1x, best: A-tier)
- **ppo** (1x, best: A-tier)
- **preference tuning** (1x, best: A-tier)
- **primer.md live session state** (1x, best: S-tier)
- **privacy audit** (1x, best: S-tier)
- **probabilistic method** (1x, best: A-tier)
- **programmatic video** (1x, best: A-tier)
- **project finance** (1x, best: A-tier)
- **prompt ablation** (1x, best: S-tier)
- **prompt handoff** (1x, best: A-tier)
- **prompt injection** (1x, best: S-tier)
- **prompt rewriting** (1x, best: A-tier)
- **prototype-first prompting** (1x, best: A-tier)
- **quantization** (1x, best: A-tier)
- **random matrix theory** (1x, best: A-tier)
- **ray casting** (1x, best: S-tier)
- **ray marching** (1x, best: S-tier)
- **real-time data fusion** (1x, best: A-tier)
- **reference-driven prompting** (1x, best: A-tier)
- **regime gating** (1x, best: A-tier)
- **reinforcement learning** (1x, best: A-tier)
- **repo-as-asset** (1x, best: S-tier)
- **repo-to-context** (1x, best: S-tier)
- **rescaled range analysis** (1x, best: S-tier)
- **response compression** (1x, best: A-tier)
- **return decomposition** (1x, best: S-tier)
- **reverse engineering** (1x, best: A-tier)
- **review loop** (1x, best: A-tier)
- **reward shaping** (1x, best: A-tier)
- **rigid-body constraints** (1x, best: S-tier)
- **risk management** (1x, best: A-tier)
- **sample digging** (1x, best: A-tier)
- **sample flipping** (1x, best: A-tier)
- **sampling** (1x, best: A-tier)
- **screenshot self-review** (1x, best: A-tier)
- **scripted expressions** (1x, best: S-tier)
- **scroll-linked image sequence** (1x, best: A-tier)
- **self-attention** (1x, best: A-tier)
- **self-generated scaffolding** (1x, best: A-tier)
- **self-healing skills** (1x, best: A-tier)
- **self-improving skills** (1x, best: S-tier)
- **self-modifying scaffolding** (1x, best: A-tier)
- **sensor disabling** (1x, best: A-tier)
- **serp scoring** (1x, best: A-tier)
- **shared shader cache** (1x, best: A-tier)
- **side-channel attack** (1x, best: A-tier)
- **sinkhorn divergence** (1x, best: S-tier)
- **sketch-to-3d** (1x, best: A-tier)
- **skill authoring from transcripts** (1x, best: A-tier)
- **skill files** (1x, best: A-tier)
- **slash commands** (1x, best: S-tier)
- **snap-fit tabs** (1x, best: A-tier)
- **soft-body simulation** (1x, best: S-tier)
- **software testing** (1x, best: A-tier)
- **spatial tracking** (1x, best: A-tier)
- **speech-to-speech translation** (1x, best: S-tier)
- **speed bump** (1x, best: A-tier)
- **static caching** (1x, best: A-tier)
- **statistical significance** (1x, best: A-tier)
- **stealth model launch** (1x, best: A-tier)
- **stochastic differential equations** (1x, best: A-tier)
- **stop-motion** (1x, best: A-tier)
- **striking-distance keywords** (1x, best: A-tier)
- **style rules** (1x, best: A-tier)
- **style transfer** (1x, best: A-tier)
- **subagent delegation** (1x, best: A-tier)
- **subagent offloading** (1x, best: S-tier)
- **subagent orchestration** (1x, best: S-tier)
- **swipe-file prompting** (1x, best: A-tier)
- **system prompt override** (1x, best: A-tier)
- **tail risk detection** (1x, best: A-tier)
- **tangible interaction** (1x, best: A-tier)
- **task-level automation analysis** (1x, best: A-tier)
- **tempo and mood reinterpretation** (1x, best: A-tier)
- **tensile membrane structures** (1x, best: A-tier)
- **ternary quantization** (1x, best: A-tier)
- **test-time compute scaling** (1x, best: A-tier)
- **text-to-speech** (1x, best: A-tier)
- **threat modeling** (1x, best: A-tier)
- **tiered summarization** (1x, best: A-tier)
- **time delay embedding** (1x, best: A-tier)
- **time series foundation model** (1x, best: S-tier)
- **time-series foundation model** (1x, best: S-tier)
- **token-efficient browsing** (1x, best: A-tier)
- **traffic fingerprinting** (1x, best: A-tier)
- **url swap tricks** (1x, best: S-tier)
- **visual self-testing** (1x, best: A-tier)
- **visual testing** (1x, best: A-tier)
- **viterbi algorithm** (1x, best: A-tier)
- **voice agent** (1x, best: A-tier)
- **voice mode** (1x, best: S-tier)
- **volatility clustering** (1x, best: A-tier)
- **volatility smile/smirk** (1x, best: A-tier)
- **volumetric reconstruction** (1x, best: A-tier)
- **wasserstein distance** (1x, best: S-tier)
- **water-pump choreography** (1x, best: A-tier)
- **web fetching** (1x, best: A-tier)
- **web spidering** (1x, best: A-tier)
- **webgl shaders** (1x, best: S-tier)
- **whole-genome generation** (1x, best: A-tier)
- **work partitioning** (1x, best: A-tier)
- **zero-computation experts** (1x, best: A-tier)
- **zero-shot forecasting** (1x, best: S-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()]
```