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Scored on public signals; components with none are listed as Unranked · Formula

RankScoreComponentDescriptionEvidenceLast commitInstall
1Unrankedesmskill · front-endComprehensive toolkit for protein language models including ESM3 (generative multimodal protein design across sequence, structure, and function) and…No signals yetNo commit datelisted armory install esm --cli claude
2Unrankedlanggraphskill · front-endExpert in LangGraph - the production-grade framework for building stateful, multi-actor AI applications. Covers graph construction, state management…No signals yetNo commit datelisted armory install langgraph --cli claude
3Unrankedmamba-architectureskill · front-endState-space model with O(n) complexity vs Transformers' O(n²). 5× faster inference, million-token sequences, no KV cache. Selective SSM with…No signals yetNo commit datelisted armory install mamba-architecture --cli claude
4Unrankedmotion-advancedskill · front-endAdvanced motion patterns for React / Next.js — drag & drop, gestures, text animations, SVG path drawing, custom hooks, imperative sequences…No signals yetNo commit datelisted armory install motion-advanced --cli claude
5Unrankedzod-validation-expertskill · front-endExpert in Zod — TypeScript-first schema validation. Covers parsing, custom errors, refinements, type inference, and integration with React Hook Form…No signals yetNo commit datelisted armory install zod-validation-expert --cli claude

Score colour shows how many signals stand behind it, never how good it is: amber, three or more; dimmer amber, two; grey, one. The Evidence column names them.

Stars, forks and last commit are as GitHub reported them when Armory last read each repository: for most, or later. A repository may have changed since.

Leaderboard · Armory