You scroll, you tap save, you swear you’ll come back. You don’t. So every save gets read, the videos get transcribed, each one gets tiered S through C, they get connected by creator, tool and technique — and the threads worth pulling get turned into guides you can actually act on.
Same saves, different lenses — a filterable catalog, long-form guides, two graphs, a thought board, and a layer your agents can read without scraping.
Every save, searchable and filterable by tier, type, collection and creator. The whole pile, finally legible.
Long-form write-ups that stitch several saves into one plan — with the links the creators never gave you.
The second pass on each insight — sources chased down, steps spelled out, rough edges named.
One pasteable prompting system per dive and guide: deeper-not-bigger rewrite, one-shot, step prompts with audits, gap analysis, oracles.
A force-directed map of the creators you keep saving, and the tools and techniques they share.
The same knowledge as a drifting canvas galaxy. Zoom out to see the clusters you didn’t know you had.
How every save flows: sources to pillars, tools, techniques, guides and outputs, with the gaps lit up.
A drag-to-connect thought board. Pull saves onto a canvas and wire them into projects and ideas.
Machine-readable everything. Point your agent at it and skip the scraping.
Who curates this pile, and the rest of what they build.
Everywhere else the curator lives online — one page, no algorithm.
45 hand-picked threads that only show up when you read a few hundred saves side by side — each one stitched from the entries that prove it.
Quantitative finance is being rebuilt on AI agents — not as black-box predictors, but as multi-agent debate systems that combine physics models, regime detection, and autonomous…
OpenAI built a $230 hardware controller for babysitting coding agents. Someone answered with a MacBook-notch status app, and Bot Crossing turned 80 agents into characters who…
Fogleman's ln turns any 3D scene into hidden-line vector paths, and vpype makes those paths plotter-ready. Everything else in the catalog that produces geometry — a phone scan, a…
Autonomous agents went from demo-ware to daily drivers in 2026. But the gap between 'impressive demo' and 'reliable tool' is massive. These entries map the frontier: Qwen agents…
Prompt engineering is dead. What's replacing it is prompt architecture — the systematic design of context windows, memory layers, retrieval systems, and cognitive scaffolds. The…
Claude Code is not a chatbot — it's a programmable agent framework. The gap between 'using Claude' and 'mastering Claude' is a stack of learnable patterns: CLAUDE.md…
MediaPipe's body/hand/face tracking combined with TouchDesigner's node-based visual programming creates a real-time pipeline where human movement becomes generative art. Multiple…
MCP + Blender + Tripo + Claude Code together create a natural language 3D scene builder — describe what you want, get a full 3D scene. This was impossible before MCP existed.
26 posts map physics/math models to trading — avalanche theory, Ising models, phase space reconstruction. The meta-insight: the quant edge isn't in finance, it's in importing…
The catalog holds both halves of a loop nobody has closed. On one side sit offense corpora and autonomous attackers — L1B3RT4S still landing on GPT-5, an agent that goes from one…
Successor to the harness and second-brain dives. Those stop at 'append a lesson after every mistake'. The catalog now holds the missing machinery — Microsoft SkillOpt rewrites…
Self-rewriting loops (Karpathy-style autoresearch, bilevel coach loops, Microsoft SkillOpt) keep any edit that beats a benchmark. Point one at trading and it becomes an industrial…
Claude Code + Playwright MCP + Higgsfield + knowledge graphs = a system that generates ads, UGC, 3D content, and posts it — autonomously. One person runs what used to need a…
Claude Code's ceiling isn't the model — it's your configuration. CLAUDE.md, primer.md, hooks, parallel worktrees, and memory systems turn a chatbot into an autonomous engineering…
The most effective Claude users aren't writing better prompts — they're building harnesses: layered systems of CLAUDE.md files, skills, hooks, and memory that turn a chat window…
Claude Code + Figma + Runway + Higgsfield + TouchDesigner enables a single person to produce marketing, video, interactive art, and web design at agency quality — the creative…
In 2026, a single creator with Claude Code, Cursor, Blender, and a handful of AI tools can produce work that required a 5-10 person team two years ago: interactive 3D websites…
CLAUDE.md + primer.md + memory hooks + Obsidian + parallel worktrees = an AI dev environment that learns your preferences, remembers context, and runs multiple streams…
Better models won't fix broken agent architecture. The gap between demo agents and production agents is context management, memory hierarchy, and harness engineering — not model…
The art market's gatekeeping structure — galleries, curators, collectors, degree requirements — is being dismantled by AI tools and direct distribution. Artists who adapt are…
The agent world now rewrites skills against benchmarks: SkillOpt rejects any edit that doesn't beat the eval, Karpathy-style autoresearch adds an outer coach loop, and skills log…
Kinect/MediaPipe body tracking + TouchDesigner + Unreal Engine = interactive art installations that respond to human movement. Previously needed a studio budget; now runs on a…
Bending Spoons went from $40k to an $18B IPO by buying stagnant software, rebuilding only what customers use, and compounding the margin. Public SaaS multiples just got cut in…
Roots musicians already treat the room as an instrument — testing a 200-year-old house's resonance, filming tunes on porches and in old venues, the way Lomax filmed singers in…
Ant colonies, boid simulations, particle systems, and generative algorithms create art that's alive — emergent beauty from simple rules. The artist writes the rules, not the…
The catalog saved a full attacker toolkit — Sherlock and Alien's Eye for usernames, email-to-account mappers, deleted-Reddit recovery, GeoSpy geolocating photos from plants and…
Three trends in the catalog point at one design. Orchestrator-worker splits (Fable plans, Opus or GPT-5.6 executes) cut frontier spend. A 27B Qwen now fits a single 24GB card and…
Look at the design stacks in this catalog and the same names keep coming back: Impeccable, awesome-design-md, 21st.dev, Emil Kowalski skills. When everyone feeds their agent the…
Chamath's claim that software IP stops being a moat once agents call services via MCP assumes the service ships an MCP. The catalog quietly shows you no longer need its…
Open candlestick foundation models like Kronos give you a forecast on every bar, and a hedge-fund stress test says it fails on many levels. A separate save shows the better…
Chance McCoy traces Shady Grove back to Child Ballad #81 and Sally in the Garden to a 1929 Brunswick 78 — by ear, one tune at a time. Sample diggers do the same hunt for producer…
A hand-drawn sketch can become a production-ready 3D animation in under an hour by chaining Procreate → Magnific AI → 3DAI Studio → Move AI → final render. Each tool handles one…
Gemma Translator puts speech recognition, translation and TTS on a Raspberry Pi 5, and it ships with a bill of materials and a printable case. Around it, the catalog holds a…
A student cleared $100K+ on Polymarket weather contracts with a dorm-built weather station, and a separate trader harvests contracts already sitting at 99c. Put those next to free…
Prompt engineering evolved from 'add please' to a real discipline: structured frameworks, adversarial testing, llms.txt standards, and system-level prompt architecture that shapes…
Open-source scanners (a smartphone Orbiter rig, a Raspberry Pi handheld LiDAR, LingBot-Map's video-to-3D) now produce a usable mesh of the thing you need to fit. LLMs already…
Game theory isn't abstract math — it's the operating system behind every AI product decision, every market move, and every platform play. The entries in this collection reveal the…
Runway + Kling + rotoscoping + motion brush = professional video production without a crew, studio, or actors. Direct scenes with text prompts and motion controls.
Once you run more than a handful of agents, the bottleneck is your attention, not tokens. Creative technologists are already prototyping the answer without naming it — Bot…
The Microduck RL demo shows the classic failure: a loose reward function makes the robot 'stand' in a way nobody intended. The catalog also holds the fix, scattered across…
Crystal Pite's ensemble pieces make dozens of dancers move like one organism, and that takes a company and months of rehearsal. Now webcam mocap captures one dancer…
Three saves describe one gap. Quality publishers block AI crawlers, so AI search cites whatever is left. AI assistants favor the sponsored option in 18 of 23 models, so they are…
An ex-Morgan Stanley structurer explains that CoreWeave-style GPU loans have a thin tail: loan, contract and GPU useful life are nearly the same length, so the bull case rests on…
Tristan Perich already shipped a symphony as a chip in a CD case. Google's Gemma Translator shows a full speech model stack running offline on a Pi 5 with a printable case and…
Across the catalog, the systems you interact with are quietly optimizing against you: a puzzle game runs an on-device XGBoost model to time difficulty to your ad value, overnight…
The newest additions, straight from the source — already tiered.
It’s a Claude Code skill. Point it at your saves and it runs the same pipeline that built this site.
Saves come out of Instagram, TikTok, X, Reddit, YouTube, Pinterest and your bookmarks.
◉ 18 collectionsReels and videos get run through Whisper, so what was said is searchable too.
◉ 784 transcriptsEach save gets a real title, a summary, tools, techniques, repos and a tier.
◉ 53 made S-tierSaves get read side by side; the threads worth pulling become insight dives.
◉ 45 curated divesOut comes this site — catalog, guides, graphs — plus an agent-readable layer.
◉ 64 guides liveClone Gabicus/dejaviewed — adds /dejaviewed to Claude Code. Then hand it your saves and go to bed.
git clone [email protected]:Gabicus/dejaviewed.git /tmp/dv && cp -r /tmp/dv/skills/dejaviewed ~/.claude/skills/Skill-only/dejaviewedInvoke