qortex @28qortex

THIS IS A PURE F*CKING GOLDMINE Anthropic just shared the sharpest trick for Claude Code The idea: let Opus 5.5 write the plan as a script, and swarm the new Haiku 5.5 in parallel Huge sweeps with zero Opus burn: the script holds the loop and Opus only sees the final diff You just launch Claude Code like this: claude --model opus --effort ultracode here's the split: → Opus 5.5 turns your objective into an executable workflow script → Haiku 5.5 swarms every file in parallel at 340 tok/s to extract candidates → Sonnet 5.5 patches each fix and cross-checks findings in its own isolated copy → you stop burning Opus context on a hundred agent transcripts Opus only shows up at three moments: → authoring the workflow script before the run → reading verified findings after the swarm finishes → signing off before anything ships to git Opus plans · Haiku scans · Sonnet ships JEV engineering is the same move one layer down: the forks that need no thinker (which file, which tool, retry or stop) go to JEV in milliseconds, and the big models only see the ones that split the full tree > Opus 5.5 runs the main session and writes workflow.js > pipeline() fans out the new Haiku 5.5 to audit every file > parallel() schema validators drop false positives in V8 > Sonnet 5.5 patches each fix in an isolated worktree > verify cross-checks all diffs before reporting > Opus 5.5 reads only what survived verification > JEV routes micro-forks in milliseconds paste the tree and this prompt into Claude Code ↓ "Rebuild my Claude Code setup around this tree: 1. Run the main session on Opus 5.5 with ultracode on 2. In every workflow, run read-only scan stages on the new Haiku 5.5 and edit stages on Sonnet 5.5, each edit in its own isolated copy 3. Add one rule to CLAUDE.md: every finding gets an independent verifier agent before it's reported, and fix loops stop after two rounds with no progress 4. Route fast deterministic forks (tool choice, path selection, retries) through JEV Show me every change as a diff first, no edits until I say go" ↳ code.claude.com/docs/en/workfl… save it, it'll come in handy

THIS IS ACTUAL F*CKING GOLD Anthropic just quietly dropped one of the best setups for Claude Code The rule: orchestrate Sonnet, Haiku and Opus 5.5 simultaneously, locking every model into the exact lane it dominates Opus-grade intelligence on critical architectural calls, zero Opus burn on routine terminal iterations Launch Claude Code with this flag pair: claude --model sonnet --advisor opus how the workload divides: → Sonnet 5.5 leads the main session and cuts the actual code → Haiku 5.5 swarms repos, greps call sites, and parses docs concurrently → Opus 5.5 remains on standby as advisor for high-leverage checkpoints → you eliminate token waste on work that never required frontier reasoning Opus only gets triggered on three specific events: → right before locking an architectural plan → the second an identical error hits twice → right before marking a complex task complete Sonnet builds · Haiku explores · Opus reviews JEV engineering applies the exact same logic one layer deeper: deterministic branches (file selection, tool dispatch, fast retry vs abort) clear in sub-milliseconds, so the frontier models only handle genuine forks the architecture tree: > Sonnet 5.5 drives the primary terminal session and edits code > search crawls repo structure on Haiku 5.5 > grep locates call signatures on Haiku 5.5 > docs fetches API specs and schemas on Haiku 5.5 > Opus 5.5 stands on call as advisor, ingesting full context when pinged > JEV resolves instant deterministic routing feed this tree and prompt directly into Claude Code ↓ "Configure my Claude Code environment around this multi-model tree: 1. Run the primary session on Sonnet 5.5 with Opus 5.5 as advisor 2. Spawn three read-only Haiku 5.5 subagents: search (repo mapping), grep (call sites), docs (API references) 3. Enforce one rule in CLAUDE.md: ping advisor before locking any plan, upon repeating any error twice, and before final task handoff 4. Route instantaneous deterministic forks (tool choice, path check, retries) through JEV Show every file update as a diff first, make zero changes without confirmation" ↳ code.claude.com/docs/en/advisor bookmark this, you'll run it every single day

damkin @damkina7

2 weeks ago

x.com/i/article/2107…

4 20 150 195K 453

this is pure f*cking treasure Anthropic ecosystem engineers posted 10 GitHub repos that turn Opus 5.5 and Sonnet 5.5 into a f*cking motion empire: Opus 5.5 directs the math, Sonnet 5.5 compiles the frames - 247K stars of pure production muscle 1. three.js: Opus 5.5 designs volumetric scene math, Sonnet 5.5 compiles real-time WebGL shaders and camera orbits github.com/mrdoob/three.js 2. motion: Opus 5.5 tunes spring damping curves, Sonnet 5.5 fires zero-thrash DOM transitions without frame drops github.com/motiondivision… 3. fabric.js: Opus 5.5 generates vector object schemas, Sonnet 5.5 serializes dynamic 2D canvas paths on the fly github.com/fabricjs/fabri… 4. ffmpeg.wasm: Opus 5.5 times the audio stems, Sonnet 5.5 executes in-browser WASM muxing and frame transcoding github.com/ffmpegwasm/ffm… 5. deck.gl: Opus 5.5 orchestrates 3D data projections, Sonnet 5.5 streams millions of hardware-accelerated GL points github.com/visgl/deck.gl 6. canvas-confetti: Opus 5.5 calculates blast velocity vectors, Sonnet 5.5 paints 60 FPS particle loops in pure canvas github.com/catdad/canvas-… 7. drei: Opus 5.5 rigs procedural studio HDR skyboxes, Sonnet 5.5 binds damped orbit controls directly to the viewport github.com/pmndrs/drei 8. cobe: Opus 5.5 maps geographic coordinates, Sonnet 5.5 renders silky 3D dot-matrix planet models in under 5KB github.com/shuding/cobe 9. twgl.js: Opus 5.5 authors raw GLSL fragment algorithms, Sonnet 5.5 strips the boilerplate with zero overhead github.com/greggman/twgl.… 10. rive-runtime: Opus 5.5 designs complex state-machine logic, Sonnet 5.5 triggers 120 FPS vector loops via boolean inputs github.com/rive-app/rive-… the dual-engine substrate your motion pipelines actually render with ↓

damkin @damkina7

2 weeks ago

x.com/i/article/2107…

4 20 150 195K 453

Holy sh*t, someone just open-sourced the complete motion design stack for Claude Opus 5.5, and I am going to tell you about the best repositories that nobody is talking about 475K+ combined stars of verified production muscle to build programmatic, frame-perfect video engines, not decorative demo wrappers How does this work: 01 microsoft/playwright - 97,400+ stars Headless browser automation framework that forms the capture backbone. Enables Opus 5.5 to orchestrate Chromium frame-by-frame at deterministic 60 FPS under a seek(t) harness. ▸ github.com/microsoft/play… 02 3b1b/manim - 94,800+ stars The mathematical animation engine behind 3Blue1Brown. Enables Opus 5.5 to write programmatic, frame-perfect 2D scenes and dynamic diagrams directly in Python without visual template drift. ▸ github.com/3b1b/manim 03 juliangarnier/anime - 73,400+ stars A lightweight JavaScript animation engine with complex sequencing and SVG path morphing. Opus 5.5 uses it to write mathematical easing curves and layered micro-interactions directly into canvas. ▸ github.com/juliangarnier/… 04 remotion-dev/remotion - 63,100+ stars The core programmatic video engine written in React. Enables Opus 5.5 to treat entire launch films and UI walkthroughs as composable React components rendered straight to MP4. ▸ github.com/remotion-dev/r… 05 pixijs/pixijs - 48,300+ stars The fastest 2D WebGL rendering engine for the web. Provides hardware-accelerated canvas pipelines so Opus 5.5 can generate particle systems, complex shader transitions, and UI motion at native refresh rates. ▸ github.com/pixijs/pixijs 06 airbnb/lottie-web - 32,200+ stars Mobile and web vector animation runtime. Renders pure code and After Effects vectors natively without relying on heavy compressed video files. ▸ github.com/airbnb/lottie-… 07 greensock/GSAP - 29,000+ stars Industry-standard high-performance animation engine. Handles complex timeline chaining and SVG morphs, giving Opus 5.5 sub-millisecond precision over DOM layouts and camera pans. ▸ github.com/greensock/GSAP 08 m-bain/whisperX - 24,400+ stars Word-level forced audio alignment powered by Whisper. Turns speech audio into millisecond-accurate timestamps so Opus 5.5 can sync kinetic subtitles and dynamic captions to every syllable. ▸ github.com/m-bain/whisperX 09 theatre-js/theatre - 12,700+ stars A programmatic motion design and visual timeline orchestration suite for Three.js and HTML. Gives Opus 5.5 a multi-track timeline substrate to animate cameras and lighting in 3D space. ▸ github.com/theatre-js/the… 10 video-db/videodb-python - 100+ stars Programmable video infrastructure that enables Opus 5.5 to ingest raw footage, perform semantic frame searches, and automate B-roll insertion directly inside its agent workflow. ▸ github.com/video-db/video… the loop: script ingestion → audio timestamp alignment → DOM scene composition → WebGL shader compile → headless seek capture → frame verification → master render You will definitely find what you need I recommend adding this to your bookmarks ↓

damkin @damkina7

2 weeks ago

x.com/i/article/2107…

4 20 150 195K 453

This is pure f*cking gold for AI engineers building persistent memory into Claude Opus 5.5 Dumping raw chat history into 200K context windows causes catastrophic context rot and burns cash on cache misses. Here is the battle-tested 443K-star open-source memory stack that turns ephemeral chats into an infinite stateful knowledge graph How does this work: infiniflow/ragflow - 92,000+ stars Next-generation deep document understanding RAG engine. Extracts structured entity graphs from complex PDFs and tables so Opus 5.5 queries zero-hallucination grounded knowledge without context rot github.com/infiniflow/rag… mem0ai/mem0 - 67,000+ stars Universal memory layer for AI agents. Replaces brittle chat history dumps with dynamic graph memory, auto-extracting user preferences and facts across sessions in under 5ms github.com/mem0ai/mem0 run-llama/llama_index - 52,500+ stars Production data framework for agentic workflows. Connects Opus 5.5 to enterprise data sources through advanced routing, recursive chunking, and declarative retrieval pipelines github.com/run-llama/llam… milvus-io/milvus - 46,300+ stars Cloud-native distributed vector database built for massive scale. Handles trillions of vector embeddings with sub-millisecond similarity search across billion-token corpora github.com/milvus-io/milv… microsoft/graphrag - 36,300+ stars Modular graph-based RAG architecture by Microsoft Research. Builds hierarchical semantic community summaries so Opus 5.5 performs global reasoning across millions of unstructured documents github.com/microsoft/grap… langfuse/langfuse - 35,600+ stars Open-source LLM engineering platform for observability and tracing. Tracks token costs, latency jitter, and prompt drift across agent tool-call execution chains in real time github.com/langfuse/langf… qdrant/qdrant - 35,000+ stars High-performance Rust vector search engine with payload filtering. Delivers ultra-low latency approximate nearest neighbors retrieval with zero garbage-collection pauses github.com/qdrant/qdrant chroma-core/chroma - 29,500+ stars Developer-first open-source AI application database. Gives Opus 5.5 an embedded vector storage layer with zero infra overhead for rapid prototyping and local agent testing github.com/chroma-core/ch… letta-ai/letta - 25,100+ stars Stateful agent memory management architecture (formerly MemGPT). Provides OS-style tiered virtual memory and self-editing recall buffers so Opus 5.5 operates infinitely without token limits github.com/letta-ai/letta pgvector/pgvector - 23,300+ stars Vector similarity search extension for PostgreSQL. Enables Opus 5.5 to run exact nearest neighbor searches and relational SQL queries in a single ACID-compliant database cluster github.com/pgvector/pgvec… You will definitely find what you need I recommend adding this to your bookmarks ↓

damkin @damkina7

4 weeks ago

x.com/i/article/2102…

3 6 38 70K 57

THIS IS ACTUAL F*CKING GOLD Anthropic just unlocked 3-tier model teaming in Claude Code: turn Opus 5.5, Sonnet 5.5, and Haiku 5.5 into a high-craft motion design studio The rule: orchestrate Sonnet, Haiku and Opus 5.5 simultaneously, locking every model into the exact motion lane it dominates Opus-grade aesthetic direction on critical gates, zero Opus burn on routine coordinate math and terminal loops Launch Claude Code with this flag pair: claude --advisor opus --subagents haiku how the workload divides: → Sonnet 5.5 leads the main session on high effort and cuts Remotion JSX → Haiku 5.5 swarms in parallel at 340 tok/s: spring math, vector SVGs, and audio transients → Opus 5.5 remains on standby as executive creative director for high-leverage checkpoints → you eliminate token waste on coordinate math that never required frontier reasoning Opus only gets triggered on three specific events: → right before locking a storyboard (product truth vs decorative fluff) → the second a render drops frames (DOM layout drift vs easing hacks) → right before master export (typographic contrast and brand invariants) Sonnet animates · Haiku computes · Opus directs the architecture tree: > Sonnet 5.5 drives the primary terminal session and compiles video deliverables > spring interpolation curves calculate on Haiku 5.5 > SVG cleaning and vector parsing runs on Haiku 5.5 > audio transient indexing and token lookups execute on Haiku 5.5 > Opus 5.5 stands on call as creative advisor, ingesting full context when pinged > deterministic 16ms frame seeks resolve without context bloat feed this tree and prompt directly into Claude Code ↓ "Configure my Claude Code workspace as an autonomous high-craft motion studio: 1. Run the primary session on Sonnet 5.5 (effortLevel: high) with Opus 5.5 as advisor 2. Spawn four parallel Haiku 5.5 subagents: spring math, SVG cleaner, audio transients, asset parser 3. Enforce three rules in CLAUDE.md: ping advisor before locking storyboard timecodes, upon render diff failure or frame drops, and before final master export 4. Scope boundaries: subagents return structured easing tables and cleaned SVG nodes only without polluting main context Show every file update as a diff first, make zero changes without confirmation" ↳ code.claude.com/docs/en/advisor bookmark this, you'll run it every single day

damkin @damkina7

2 weeks ago

x.com/i/article/2107…

4 20 150 195K 453

this is pure f*cking insane A secret Stanford AI research group found the right way to orchestrate Claude Opus 5.5, GPT-6.1 Sol, and Gemini 4 Argon together, and it completely breaks the agentic scaffolding wall most developers try to combine frontier models by chaining prompts in one context window or hardcoding rigid evolutionary loops. you burn tokens on context bloat and freeze models into contradictory schemas that out-date themselves within 5 iterations Stanford's architecture eliminates human-designed scaffolding and splits the cognitive stack: > context triage: Gemini 4 Argon ingests multi-million token codebases and strips raw AST syntax into typed interfaces (<24ms, -94.2% token compression) > candidate proposer: GPT-6.1 Sol explores high-entropy code variations inside isolated execution sandboxes (+18.4% candidate win rate) > causal director: Claude Opus 5.5 plans the search graph, querying persistent lineage where MAP-Elites and MCTS reduce to single Cypher queries > zero context bleeding: sessions reset after each iteration to prevent prompt bloat while the graph stores lineage > evaluator isolation: candidate code never touches the scoring process, stopping reward hacking and test leakage cold > meta-agent distillation: an offline meta-pass extracts verified lessons and updates search guidance across branches the benchmark metrics outclass standard discovery baselines: > 3.2x lower model spend than fixed evolutionary frameworks ($0.62 vs $4.90 per verified PR) > 1st place rank across competitive heuristic contests against human competitors > beats published SOTA on Anthropic kernel builder and 11 mathematical optimization tasks > 0% reward hacks: candidate-controlled metric tampering eliminated Argon filters context. Sol explores code. Opus directs the search graph you stop writing rigid search harnesses. you let frontier models own the discovery loop

marfin @marfinxx

2 months ago

x.com/i/article/2088…

21 54 369 638K 848

Holy sh*t. Someone just turned Claude Opus 5.5 into a self-orchestrating subagent harness inside Claude Code: it is now a fully autonomous principal systems architecture suite Put the frontier reasoning model in charge as system architect, offload core logic to a dedicated Opus implementation worker, and delegate verification to an adversarial Opus test oracle: claude --model opus --subagents opus Building an enterprise-grade systems architecture on pure Opus 5.5 in a single terminal is guaranteed context suicide: designing database topologies, writing complex state engines, and debugging compiler outputs burns 60K tokens of frontier reasoning context before your service even spins up, completely locking your primary terminal The multi-session Opus 5.5 hierarchy fixes this completely: Opus 5.5 leads the main session on high effort: architects service topologies, structures domain schemas, and validates end-to-end system cohesion without writing boilerplate Opus 5.5 Implementation Worker writes the production code: builds core backend logic, configures zero-allocation state machines, and implements complex domain rules with zero syntax hallucinations Opus 5.5 Verification Oracle audits the implementation: generates adversarial edge-case suites, evaluates race conditions under concurrency, and proves state machine invariants before deployment The hidden default behavior you need to fix right now: Claude Code's built-in Explore subagent secretly runs inside your primary terminal context. When Opus 5.5 sends Explore to check typings or grep linter logs, it pollutes your high-effort reasoning window with thousands of raw token dumps. Sandboxing Explore into an isolated subagent intercepts this context rot at the root. In empirical benchmarks building a complete distributed transaction engine with Raft consensus, WAL logging, and snapshot recovery, the partitioned Opus 5.5 setup compiled the verified build in 2 minutes 15 seconds. Monolithic Opus running in a single session took 7:40 and crashed from context window compaction during test loops. Opus 5.5 intervenes only at three critical architecture gates: → before schema lock: does the domain model guarantee mathematical invariants or introduce silent concurrency bottlenecks? → during logic review: does the implementation preserve strict state isolation and eliminate memory leaks under sustained throughput? → before production commit: do adversarial integration tests verify complete fault tolerance across network partition boundaries? Opus 5.5 architects. Opus 5.5 implements. Opus 5.5 verifies. The terminal ships the release Deterministic engineering code compiles in seconds. The frontier reasoning engine only wakes up when system architecture requires deep synthesis Architect on high. Code on medium. Zero tokens wasted on build logs - the Claude Code Opus 5.5 topology: > Primary Opus 5.5 on high designs domain architecture, API contracts, and validates final pull requests > Dedicated OpusBuilder subagent writes core application code, state machines, and verified interfaces > Dedicated OpusOracle subagent audits concurrency invariants, race conditions, and adversarial test suites > Isolated BuildWorker handles background compilation and linter verification with zero context pollution Paste this setup into Claude Code below: "Set up my Claude Code to match this autonomous Opus 5.5 principal engineering runtime: 1. Check claude --version. If it's below 2.1.293, stop and tell me to run claude update, since subagent dispatch needs it 2. Create three specialized subagents in ~/.claude/agents/: > OpusBuilder gets model: opus and effort: medium. Grant Read, Edit, Write, and Bash. Role: write core application logic, distributed state machines, domain schemas, and production endpoints > OpusOracle gets model: opus and effort: high. Grant Read, Edit, Write, and Bash. Role: perform adversarial security audits, verify state invariants, and construct stress test suites > BuildWorker gets model: opus and effort: low. Grant Bash. Role: trigger background compiler passes, linter verification, and type checking without streaming verbose logs into the primary terminal 3. In project root, create a dedicated project CLAUDE.md: enforce strict zero-warning compilation, immutable state models, and mathematical invariant verification 4. In ~/.claude/settings.json, set the main session default model to Opus 5.5 with effort: high. Show configuration diff first. Require confirmation before writing files." ↳ code.claude.com/docs/en/agent-…

damkin @damkina7

2 weeks ago

x.com/i/article/2107…

4 20 150 195K 453

Holy sh*t, an autonomous graphics team just dropped the production WebGPU compute pipeline wired across Claude Opus 5.5 and Claude Sonnet 5.5, and I am going to tell you about the best repositories that nobody is talking about How does this work: google/filament - 20,500+ stars Real-time physically based rendering engine. Opus 5.5 orchestrates material definitions and bidirectional scattering models, while Sonnet 5.5 compiles low-level PBR shader pipelines and light clusters github.com/google/filament gfx-rs/wgpu - 18,200+ stars Safe, cross-platform WebGPU core substrate in Rust. Opus 5.5 architectures memory-mapped buffer allocations and staging rings, while Sonnet 5.5 writes the async command encoders and compute bind groups github.com/gfx-rs/wgpu playcanvas/engine - 17,000+ stars High-performance WebGPU scene graph engine. Sonnet 5.5 script-generates dynamic GLTF entity hierarchies, while Opus 5.5 enforces spatial occlusion culling and frame-budget synchronization github.com/playcanvas/eng… PavelDoGreat/WebGL-Fluid-Simulation - 16,700+ stars Navier-Stokes fluid dynamics and smoke solver on the GPU. Sonnet 5.5 writes the Jacobi pressure iterations and advection kernels, while Opus 5.5 tunes vorticity confinement parameters in real time github.com/PavelDoGreat/W… toji/gl-matrix - 5,700+ stars Ultra-fast vector and matrix arithmetic runtime for high-throughput graphics. Sonnet 5.5 generates SIMD-optimized affine transform chains, while Opus 5.5 calculates projection matrices and camera quaternions github.com/toji/gl-matrix regl-project/regl - 5,500+ stars Functional, declarative GPU abstractions. Opus 5.5 structures stateful resource DAGs, while Sonnet 5.5 writes zero-overhead draw-command scopes and instanced geometry batches github.com/regl-project/r… orillusion/orillusion - 5,200+ stars Pure browser-native WebGPU rendering engine. Opus 5.5 designs cluster-forward lighting topology, while Sonnet 5.5 scripts compute shaders for real-time volumetric fog and screen-space reflections github.com/orillusion/ori… oframe/ogl - 4,600+ stars Minimalist, zero-abstraction WebGPU and WebGL graphics library. Sonnet 5.5 builds custom post-processing passes and render targets, while Opus 5.5 manages frame pacing and texture streaming github.com/oframe/ogl thi-ng/umbrella - 3,800+ stars Comprehensive computational design and generative geometry monorepo. Opus 5.5 architects complex algorithmic mesh topologies, while Sonnet 5.5 writes SIMD-accelerated WGSL vector transforms github.com/thi-ng/umbrella ashima/webgl-noise - 3,000+ stars Procedural Perlin and Simplex noise functions for GPU shaders. Sonnet 5.5 synthesizes 3D fractional Brownian motion terrain, while Opus 5.5 balances octave frequencies and distortion seeds github.com/ashima/webgl-n… You will definitely find what you need I recommend adding this to your bookmarks ↓

damkin @damkina7

2 weeks ago

x.com/i/article/2107…

4 20 150 195K 453

Holy sh*t. Someone just linked Claude Opus 5.5, Claude Sonnet 5.5, and Claude Haiku 5.5 into a unified subagent pipeline inside Claude Code: it is now a fully autonomous fullstack engineering and interface architecture suite Put the frontier reasoning model in charge as system architect, offload core application logic and state management to Sonnet, and delegate asset compiling, test execution, and reactive motion design to a lightweight subagent: claude --model opus --subagents sonnet,haiku Building an enterprise-grade fullstack application on pure Opus 5.5 in a single terminal is guaranteed context suicide: designing database schemas, architecting design system primitives, tuning micro-interaction motion design, and debugging TypeScript types burns 60K tokens before the dev server even spins up, completely locking your primary terminal The tri-model hierarchy fixes this completely: Opus 5.5 leads the main session on high effort: architects service topologies, structures domain schemas, and validates end-to-end system cohesion Sonnet 5.5 writes the production code: builds backend routes, stitches React components, configures global state stores, and solves complex business logic without syntax hallucinations Haiku 5.5 works on the fly at 340 tok/s: fetches dependencies, prepares UI assets, compiles motion design transition curves for fluid 60 FPS interfaces, and runs test suites without burning reasoning context The hidden default behavior you need to fix right now: Claude Code's built-in Explore subagent secretly inherits your main session model. When Opus 5.5 sends Explore to check interface typings or inspect linter errors, Explore burns full Opus reasoning tokens on simple file greps. Swapping it with dedicated Sonnet and Haiku subagents intercepts this waste at the root. In empirical benchmarks building a complete SaaS module with database models, API handlers, and an animated dashboard, the three models compiled the production build in 1 minute 40 seconds for $0.24. Opus running alone took 5:10 and burned $1.15 from endless build log polling and test iteration loops. Opus 5.5 intervenes only at three critical architecture gates: → before schema lock: does the data layer guarantee long-term extensibility or create bottlenecks in relational joins? → during frontend review: does the component structure preserve state isolation and responsive motion design performance under load? → before production deployment: are edge-case validations resolved and do end-to-end integration tests meet business requirements? Opus 5.5 architects. Sonnet 5.5 writes logic. Haiku 5.5 handles motion design and test suites. The terminal ships the release Deterministic engineering code compiles in seconds. The frontier reasoning engine only wakes up when system architecture requires deep synthesis Architect on high. Code on medium. Zero tokens wasted on build logs - the Claude Code Fullstack topology: > Opus 5.5 on high designs domain architecture, API contracts, and validates final pull requests > Dedicated ComponentBuilder subagent on Sonnet 5.5 writes core application code, schema interfaces, and API endpoints > Dedicated MotionAndTest subagent on Haiku 5.5 configures interface motion design physics, easing curves, and runs test suites > Isolated BuildWorker compiles production bundles and checks types with zero context pollution Paste this setup into Claude Code below: "Set up my Claude Code to match this autonomous fullstack engineering runtime: 1. Check claude --version. If it's below 2.1.293, stop and tell me to run claude update, since subagent dispatch needs it 2. Create three specialized subagents in ~/.claude/agents/: > ComponentBuilder gets model: sonnet and effort: medium. Grant Read, Edit, Write, and Bash. Role: write fullstack application logic, domain schemas, API routes, and React components > MotionAndTest gets model: haiku and effort: medium. Grant Read, Edit, Write, and Bash. Role: implement interface motion design physics, easing curves, and execute automated test suites > BuildWorker gets model: haiku and effort: medium. Grant Bash. Role: trigger background package builds, linter verification, and type checking without streaming verbose logs into the primary terminal 3. In project root, create a dedicated project CLAUDE.md: enforce strict TypeScript standards, atomic component structure, responsive performance budgets, and 60 FPS motion design rules 4. In ~/.claude/settings.json, set the main session default model to Opus 5.5 with effort: high. Show configuration diff first. Require confirmation before writing files." ↳ code.claude.com/docs/en/agent-…

damkin @damkina7

2 weeks ago

x.com/i/article/2107…

4 20 150 195K 453

Holy sh*t, someone just open-sourced the complete motion design pipeline paired across Claude Opus 5.5 and Claude Sonnet 5.5, and I am going to tell you about the best repositories that nobody is talking about How does this work: d3/d3 - 108,000+ stars The mathematical foundation for kinetic vectors. Opus 5.5 architects timeline trajectories and easing math, while Sonnet 5.5 writes the dynamic SVG interpolations and spline paths github.com/d3/d3 mermaid-js/mermaid - 72,500+ stars Deterministic state-machine storyboard parser. Opus 5.5 structures narrative scene arcs, while Sonnet 5.5 instantly generates programmatic sequence diagrams and timing manifests github.com/mermaid-js/mer… chartjs/Chart.js - 63,400+ stars Hardware-accelerated kinetic canvas engine. Sonnet 5.5 writes the 60 FPS animation loops and spring curves, while Opus 5.5 validates frame pacing and visual hierarchy github.com/chartjs/Chart.… apache/echarts - 60,800+ stars Enterprise WebGL motion powerhouse. Opus 5.5 orchestrates multi-scene transitions, while Sonnet 5.5 scripts particle flows, volumetric charts, and dynamic morphing shaders github.com/apache/echarts xyflow/xyflow - 25,200+ stars Node-based motion workflow substrate. Sonnet 5.5 builds interactive canvas scenes and kinetic node graphs, while Opus 5.5 validates edge routing and timeline logic github.com/xyflow/xyflow plotly/plotly.js - 16,800+ stars Scientific 3D surface animation engine. Sonnet 5.5 generates mathematical waveforms and animated topological surfaces, while Opus 5.5 locks render gates to prevent visual jitter github.com/plotly/plotly.… plouc/nivo - 12,800+ stars Spring-physics motion runtime built on D3. Sonnet 5.5 executes fluid bump transitions, chord graphs, and kinetic ripples without burning reasoning tokens on raw canvas loops github.com/plouc/nivo antvis/G6 - 10,600+ stars High-performance topological motion suite. Sonnet 5.5 compiles organic force-directed node choreographies, while Opus 5.5 directs cluster behaviors and global composition github.com/antvis/G6 cytoscape/cytoscape.js - 9,400+ stars Kinetic graph theory library. Sonnet 5.5 calculates continuous spring layouts and shortest-path animations, while Opus 5.5 choreographs camera focus and narrative pacing github.com/cytoscape/cyto… vasturiano/3d-force-graph - 5,600+ stars Volumetric 3D motion visualizer on WebGL. Opus 5.5 choreographs cinematic 3D camera orbits, while Sonnet 5.5 writes the real-time glowing particle links and kinetic mesh physics github.com/vasturiano/3d-… You will definitely find what you need I recommend adding this to your bookmarks ↓

damkin @damkina7

2 weeks ago

x.com/i/article/2107…

4 20 150 195K 453

Holy sh*t, someone just open-sourced the complete motion design stack for Claude Opus 5.5, and I am going to tell you about the best repositories that nobody is talking about How does this work: mrdoob/three.js - 116,200+ stars The undisputed 3D graphics standard for the web. Enables Opus 5.5 to author WebGL shaders, camera orbits, and real-time volumetric scenes directly in JavaScript github.com/mrdoob/three.js motiondivision/motion - 33,900+ stars Modern animation runtime for web and React. Provides declarative spring physics, gesture tracking, and smooth layout transitions without layout thrashing github.com/motiondivision… fabricjs/fabric.js - 31,400+ stars Interactive HTML5 canvas library. Gives Opus 5.5 a complete object model to dynamically generate, serialize, and animate 2D vectors github.com/fabricjs/fabri… ffmpegwasm/ffmpeg.wasm - 17,800+ stars Full FFmpeg compiled to WebAssembly. Enables client-side audio stitching, frame extraction, and video transcoding directly inside the browser sandbox github.com/ffmpegwasm/ffm… visgl/deck.gl - 14,600+ stars High-performance WebGL2 suite for data-driven visual layers. Enables Opus 5.5 to render millions of animated 3D data points with hardware acceleration github.com/visgl/deck.gl catdad/canvas-confetti - 12,700+ stars High-performance celebratory particle physics. Renders silky-smooth canvas particle explosions at 60 FPS with zero external dependencies github.com/catdad/canvas-… pmndrs/drei - 9,900+ stars Ready-to-use helpers and camera shaders for Three.js. Gives Opus 5.5 procedural lighting rigs, HDR environment maps, and smooth viewport controls github.com/pmndrs/drei shuding/cobe - 5,900+ stars Lightweight WebGL interactive globe. Lets Opus 5.5 render silky 3D dot-matrix planet models for product hero sections in under 5KB github.com/shuding/cobe greggman/twgl.js - 3,000+ stars Tiny WebGL helper library. Strips the boilerplate out of WebGL APIs so Opus 5.5 compiles custom fragment shaders with minimum overhead github.com/greggman/twgl.… rive-app/rive-runtime - 1,200+ stars Next-gen interactive vector motion runtime. Executes tiny state-machine vector files with 120 FPS interactive animation loops github.com/rive-app/rive-… You will definitely find what you need I recommend adding this to your bookmarks ↓

damkin @damkina7

2 weeks ago

x.com/i/article/2107…

4 20 150 195K 453

holy sh*t. Official Anthropic tip for Claude Code: stop burning Opus 5.5 context on tasks Haiku 5.5 can swarm, while Sonnet 5.5 builds put the architect on call with custom subagents CLAUDE_CODE_SUBAGENT_MODEL=haiku claude --model sonnet Sonnet 5.5 drives the primary session on high effort, writing diffs and running test suites Haiku 5.5 subagents swarm the repo in parallel at 340 tok/s, handling file discovery and spec docs lookup Opus 5.5 stays on call in ~/.claude/agents/ as the code reviewer, only stepping in at three critical moments: → before a plan locks: does the implementation plan miss auth invariants or schema contracts? → when a test breaks twice: are we fixing the root cause or falling into a recursive rabbit hole? → before calling done: did the full diff introduce hidden regressions or break pre-flight rules? Opus 5.5 reviews. Sonnet 5.5 builds. Haiku 5.5 swarms Claude Code subagent architecture runs the identical pattern through isolated contexts: high-volume operations (reading 30 files, grepping AST, running test suites) execute in separate worktrees, so 400k+ tokens stay in subagents while the primary session keeps a pristine 14k context Plan on high. Delegate on medium. Keep Opus on call. - the full subagent swarm setup > Opus 5.5 on call in ~/.claude/agents/code-reviewer.md catches deep architectural traps > Sonnet 5.5 lead drives edits, writes core logic, and executes test harnesses > Haiku 5.5 subagents swarm AST parsing, grep scans, and API docs in parallel at 340 tok/s > isolation: worktree guarantees test runs and scratch edits never pollute your git tree > isolated context windows shield the primary session from 400k+ tokens of verbose output paste the setup and this prompt into Claude Code below: "Configure my Claude Code workspace for hierarchical subagent orchestration: 1. Audit ~/.claude/settings.json and project config for model roles fitting lead, subagents, and reviewer: > Pin main session model: sonnet with effortLevel: high for primary execution > Set CLAUDE_CODE_SUBAGENT_MODEL to haiku in settings.json with CLAUDE_CODE_SUBAGENT_MODEL_FORCE to 1 > Pin custom code-reviewer model: opus with effort: high in ~/.claude/agents/code-reviewer.md 2. Create specialized subagent files in ~/.claude/agents/: > code-reviewer.md: model: opus, tools: Read, Grep, Glob, read-only review of plans and diffs > explorer.md: model: haiku, tools: Read, Grep, Glob, fast codebase search and AST discovery > researcher.md: model: haiku, tools: Read, WebFetch, external documentation and specification lookup 3. Configure automatic delegation checkpoints in ~/.claude/CLAUDE.md: > Invoke @ code-reviewer before finalizing multi-file architecture plans > Automatically summon @ code-reviewer when the same test or compiler error fails twice > Enforce @ code-reviewer diff contract audit before declaring tasks complete or staging git commits 4. Constrain subagent scopes: > Enable isolation: worktree for subagents making edits or running test harnesses > Return structured summaries only without flooding the main conversation context Show every configuration diff first. Do not apply edits until confirmed" ↳ code.claude.com/docs/en/sub-ag…

mirku @mirku21

a month ago

x.com/i/article/2098…

24 67 612 1.9M 2K

holy sh*t. Anthropic just unlocked subagent model arbitrage in Claude Code: turn Opus 5.5 and Haiku 5.5 into a zero-waste software engineering studio put the reasoning model in charge and offload raw I/O to subagents: claude --model opus --subagents haiku Running raw code search and doc scraping on Opus 5.5 usually nukes your token budget: grepping AST trees, reading directory structures, and looking up API changes blocks the primary terminal The hierarchical runtime fixes this completely: Opus 5.5 leads the main session on high effort: architectures system logic, authors production diffs, and executes test verification suites Haiku 5.5 subagents swarm in parallel at 340 tok/s: traverse file trees, parse local regex patterns, and index library docs without burning reasoning context The hidden default behavior you need to fix: Claude Code's built-in Explore subagent secretly inherits your main session model. When Opus 5.5 sends Explore to search your code, Explore burns full Opus reasoning tokens on simple string greps. Swapping it with a custom Haiku 5.5 agent intercepts this waste at the root. In empirical egg-drop benchmarks on Claude Managed Agents, Opus 5.5 with 10 Haiku 5.5 subagents hit the 32-meter goal in 58 seconds for $0.14. Opus running alone took 3:37 and burned $0.47 for identical output. Opus 5.5 intervenes only at three critical gates: → before interface lock: does the software design preserve system invariants or introduce technical debt? → when a test suite fails: are we fixing a regression or papering over contract drift in the test runner? → before git commit: does the final implementation pass security boundaries and lint assertions? Opus 5.5 directs. Haiku 5.5 reads. The terminal compiles Deterministic code searches resolve in milliseconds. The frontier reasoning engine only wakes up when code architecture needs deep synthesis Architect on high. Explore on medium. Zero tokens wasted on I/O - the Claude Code engineering topology: > Opus 5.5 on high runs the main session, writes final code edits, and executes tests > Custom Explore subagent on Haiku 5.5 handles Read, Grep, and Glob at near-zero cost > Dedicated Researcher subagent on Haiku 5.5 handles WebFetch and external API lookups > Zero context bloat on file indexing and documentation scans paste this setup into Claude Code below: "Set up my Claude Code to match this engineering runtime: 1. Check claude --version. If it's below 2.1.293, stop and tell me to run claude update, since Haiku 5.5 needs it. If I'm on Bedrock or Vertex, tell me, because haiku has to be a full model ID there 2. For the three subagents, reuse fitting ones from ~/.claude/agents and .claude/agents, and propose new ones in ~/.claude/agents only for missing roles: > Explore (replacing the built-in one) gets model: haiku and effort: medium. Grant only Read, Grep, and Glob. Match description to built-in search purpose > Researcher gets model: haiku and effort: medium. Grant Read, Grep, Glob, WebFetch, and WebSearch to pull external docs > Worker gets model: opus and effort: medium to handle file edits, patch diffs, and test runs. If any already sets a different model, or the project has one with the same name, list it and ask me before changing it 3. In ~/.claude/settings.json, set the main session default model to Opus 5.5 and its default effort to high. If I've saved a different effort level for Opus 5.5, report it 4. Check whether CLAUDE_CODE_EFFORT_LEVEL is set, since it overrides every subagent effort. Report it; don't change it Show configuration diff first. Require confirmation before writing files." ↳ code.claude.com/docs/en/agent-…

damkin @damkina7

2 weeks ago

x.com/i/article/2107…

4 20 150 195K 453

Holy sh*t, someone just open-sourced the complete motion design stack for Claude Opus 5.5, and I am going to tell you about the best repositories that nobody is talking about How does this work: 3b1b/manim - 65,400+ stars The mathematical animation engine behind 3Blue1Brown. It enables Opus 5.5 to write programmatic, frame-perfect 2D scenes and dynamic diagrams directly in Python without visual template drift github.com/3b1b/manim microsoft/playwright - 66,200+ stars Headless browser automation framework that forms the capture backbone. Enables Opus 5.5 to orchestrate Chromium frame-by-frame at deterministic 60 FPS under a seek(t) harness github.com/microsoft/play… juliangarnier/anime - 48,500+ stars A lightweight JavaScript animation engine with complex sequencing and SVG path morphing. Opus 5.5 uses it to write mathematical easing curves and layered micro-interactions directly into canvas github.com/juliangarnier/… pixijs/pixijs - 43,200+ stars The fastest 2D WebGL rendering engine for the web. Provides hardware-accelerated canvas pipelines so Opus 5.5 can generate particle systems, complex shader transitions, and UI motion at native refresh rates github.com/pixijs/pixijs m-bain/whisperX - 16,800+ stars Word-level forced audio alignment powered by Whisper. Turns speech audio into millisecond-accurate timestamps so Opus 5.5 can sync kinetic subtitles and dynamic captions to every syllable github.com/m-bain/whisperX remotion-dev/remotion - 22,400+ stars The core programmatic video engine written in React. Enables Opus 5.5 to treat entire launch films and UI walkthroughs as composable React components rendered straight to MP4 github.com/remotion-dev/r… theater-js/theater.js - 12,100+ stars A programmatic motion design and visual timeline orchestration suite for Three.js and HTML. Gives Opus 5.5 a multi-track timeline substrate to animate cameras and lighting in 3D space github.com/theater-js/the… greensock/GSAP - 18,900+ stars Industry-standard high-performance animation engine. Handles complex timeline chaining and SVG morphs, giving Opus 5.5 sub-millisecond precision over DOM layouts and camera pans github.com/greensock/GSAP airbnb/lottie-web - 29,800+ stars Mobile and web vector animation runtime. Renders pure code and After Effects vectors natively without relying on heavy compressed video files github.com/airbnb/lottie-… video-db/videodb-python - 2,800+ stars Programmable video infrastructure that enables Opus 5.5 to ingest raw footage, perform semantic frame searches, and automate B-roll insertion directly inside its agent workflow github.com/video-db/video… You will definitely find what you need I recommend adding this to your bookmarks ↓

damkin @damkina7

2 weeks ago

x.com/i/article/2107…

4 20 150 195K 453

this is pure f*cking treasure Anthropic ecosystem engineers posted 20 GitHub repos that turn your Opus 5.5 into a f*cking motion empire: built for Opus 5.5 · 118K stars of pure production muscle 1. claude-motion: taste, checks its own frames, sound written in code. the author built it for Opus 5.5 github.com/whaleyxbt/clau… 2. claude-motion-design: HTML, Playwright and ffmpeg, no Remotion. the demo was made on Opus 5.5 github.com/howseen-ai/cla… 3. motion-graphics-skills: 13 skills for launch videos. the README tells you to run it on Opus 5.5 github.com/charlie947/mot… 4. claude-remotion-skill: a Remotion editor from one prompt. captions, B-roll, sound github.com/haidrrrry/clau… 5. klik-anim-skill-creation: the laws of animation and camera, built on Opus github.com/t3knobox/klik-… 6. hyperframes-motion-reel-skill: a showreel cut to the beat at 120 BPM, on HyperFrames github.com/Sunwood-ai-lab… 7. product-launch-motion: a full launch film. voice-over, camera, color grade github.com/AbubakrChan/pr… 8. animate: a short clip in one canvas file, storyboarded as it goes github.com/cth9191/animate 9. motion-design-skills: timing, color, typography, logos, Remotion github.com/iart-ai/motion… 10. hyperframes-student-kit: 14 skills and 406 motion graphics cards github.com/nateherkai/hyp… the engines these skills render with 11. hyperframes: HTML to MP4. the one almost everyone installs github.com/heygen-com/hyp… 12. remotion: video written in React github.com/remotion-dev/r… 13. remotion skills: the official Remotion skills for your agent github.com/remotion-dev/s… 14. GSAP: the timelines HyperFrames runs on. skills: npx skills add greensock/gsap-skills github.com/greensock/GSAP taste and everything around it 15. motion-design-skill: motion principles that work with any engine github.com/LottieFiles/mo… 16. awesome-motion-design-agent-skills: a map of GSAP, Remotion, Lottie and Rive skills github.com/frankxai/aweso… 17. motion-graphics: B-roll built straight from your transcript github.com/Barty-Bart/mot… 18. motion-dev-animations-skill: web animation on Motion.dev, not video github.com/199-biotechnol… 19. motion: Motion itself, formerly Framer Motion github.com/motiondivision… 20. lottie-web: when you need Lottie, not MP4 github.com/airbnb/lottie-… the stack in one line: Opus 5.5 writes the code, a skill sets the timing and the camera, an engine renders the MP4 check each repo before you install. save this ↓

damkin @damkina7

2 weeks ago

x.com/i/article/2107…

4 20 150 195K 453

Apple design director (20 years at Apple) just released a prompt that turns Opus 5.5 & Fable 5.5 into an iOS-grade motion studio F*ck, this is f*cking unreal... Give this prompt any product brief. Claude writes the exact kinetic inertia math and Remotion compiles 60 FPS fluid springs without diffusion slop. Send this to Opus 5.5 & Fable 5.5 and enjoy it. Then read the full breakdown below

holy sh*t. Anthropic just unlocked 3-tier model teaming in Claude Code: turn Opus 5.5, Sonnet 5.5, and Haiku 5.5 into a high-craft motion design studio put the creative director on call with /advisor claude --advisor opus --subagents haiku Programmatic motion design in Remotion usually nukes your token budget: writing coordinate math, easing curves, and audio sync blocks the terminal. The hierarchical runtime fixes this completely: Sonnet 5.5 leads the session on high effort: compiles Remotion JSX, wires animation states, and executes headless render passes Haiku 5.5 subagents swarm in parallel at 340 tok/s: calculate spring interpolation curves, parse vector SVGs, and index sound transients without blocking execution. Opus 5.5 sits silently on call as the creative director, intervening only at three critical gates: → before storyboard lock: does the visual rhythm convey product truth or rely on decorative fluff? → when a render drops frames: are we patching easing hacks or solving layout drift in the root DOM? → before master export: does the final cut preserve typographic contrast and brand invariants? Opus 5.5 directs. Sonnet 5.5 animates. Haiku 5.5 computes Deterministic frame seeks resolve in 16ms. The frontier reasoning engine only wakes up when the motion language needs architectural review Direct on high. Animate on medium. Keep Opus on call. - the motion studio topology: > Opus 5.5 on call enforces kinetic physics and typographic hierarchy > Sonnet 5.5 authors deterministic Remotion code and compiles video deliverables > Haiku 5.5 parallelizes token lookups, SVG cleaning, and audio transients > Zero context bloat on coordinate math and headless Chromium render loops paste this setup into Claude Code below: "Configure my Claude Code workspace as an autonomous high-craft motion studio: 1. Audit ~/.claude/settings.json and assign model roles: > Main session lead: sonnet with effortLevel: high to write Remotion JSX and animation logic > Parallel subagents: haiku with effortLevel: medium to calculate spring math and parse SVG assets > On-call advisor: opus to act as executive creative director 2. Enable advisor runtime in ~/.claude/settings.json: > Set advisorModel to claude-opus-5-5 > Set subagent pool to 4x parallel workers 3. Add motion verification checkpoints in ~/.claude/CLAUDE.md: > Consult /advisor opus before approving storyboard timecodes > Automatically summon /advisor opus when headless render diff fails or frames drop > Enforce creative director review before finalizing master export 4. Scope boundaries: > Subagents return structured easing tables and cleaned SVG nodes only without polluting main context Show configuration diff first. Require confirmation before writing files." ↳ code.claude.com/docs/en/advisor

damkin @damkina7

2 weeks ago

x.com/i/article/2107…

4 20 150 195K 453

OpenAI designer (ex-Figma) released a prompt that turns Opus 5.5 & Fable 5.5 into an autonomous canvas motion studio It's f*cking unreal... send it to Opus 5.5 & Fable 5.5, and thank me later. Then read the full roadmap with examples below ↓

damkin @damkina7

2 weeks ago

x.com/i/article/2107…

4 20 150 195K 453

@damkina7 Many people use opus 5.5 without imagining that it works miracles