Iterate Centroids Score — Design skill for Claude Code
Run the long-horizon centroid-score kernel iterate loop autonomously — design 4 variants, JIT-compile, benchmark, generate reports, analyse, repeat.
How to install Iterate Centroids Score
Installs to ~/.claude/commands/infini-ai-lab-vortex_torch-iterate_centroids_score.md
mkdir -p ~/.claude/commands && curl -fsSL https://raw.githubusercontent.com/Infini-AI-Lab/vortex_torch/HEAD/.claude/commands/iterate_centroids_score.md -o ~/.claude/commands/infini-ai-lab-vortex_torch-iterate_centroids_score.md Restart Claude Code, or start a new session, for it to be picked up.
What Iterate Centroids Score does
description: Run the long-horizon centroid-score kernel iterate loop autonomously — design 4 variants, JIT-compile, benchmark, generate reports, analyse, repeat. Stops after --max-iterations batches (default 3). argument-hint: [--max-iterations ] [--q ] [--num-gpus ]
You are now running the **centroid-score kernel iterate loop** autonomously. Do not ask for confirmation between steps; execute each step in sequence and loop until the iteration budget is reached.
Unlike `/iterat
Alternatives in Design
- Module CSS — Compile module CSS assets or fix Tailwind prefix issues 407 ★
- Component Docs — Auto-generate component documentation from Figma — props, variants, usage guidelines, spacing specs, and code 309 ★
- Design Bench — Run the ABC benchmark — reference URL → design-blind brief → render arms A/B/C → blind judge → scorecard with 117 ★
Full documentation available on GitHub
View Source RepositoryRelated Skills
Iterate Topk
Run the long-horizon top-k kernel iterate loop autonomously — design 4 variants, JIT-compile, benchmark, gener
Claude Planning Skills
Four interlocking Claude skills: brainstorm a design, plan it, build it in reviewed batches, with a skeptic th
Agentic Retrieval
Experiment suite to analyse agentic retrieval and reasoning from text corpora. Allows flexible experiment desi
Hw Preflight
Check the hardware toolchain is present, correct and capable before any design work. Stops with exact fix comm
Figmosha2
Let Claude edit your Figma file for you — bulk-rename layers, swap variants, bind colour variables, pour in re
Gan Design
Run a generator/evaluator design loop for frontend or visual work with bounded iterations and scoring.
Related Agents
Brainswarm Clusterer
brainswarm clusterer role. Merges near-duplicate idea cards, keeps variants as siblings, and tags ideas new /
Fk Kernel Engineer
Writes and integrates GPU kernels (Triton, TileLang, CuTe DSL, CUDA C++, CUDA graphs, torch.compile) under can
Kernel Author
Write, validate and benchmark a custom fused Tensix kernel for one op, after an op census has justified it. Us