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Authorship attribution, stylometric analysis, and LLM detection for prose and source code

Arrow-native bit-fragment extraction and engineering-unit decoding for binary protocol data.

Graph-guided, runtime-proven, LLM-assisted PR test generation for Python projects

Local preflight checks for LLM provider keys, endpoints, and model configuration

LLM-powered zsh completion scaffolding for arbitrary CLIs

Chinese scraping utilities — date parsing, city extraction, SHA256 ID, UA pool, rate limiter, DeepSeek client, web search, hot topic scrapers, LLM extraction pipeline

All-in-one music manager: scrapes albums, artists and songs from musicbrainz and automatically download them from youtube.

OpenTelemetry metrics + span events for keel-llm-reliability. A pure wrapper around ResilientClient — emits per-attempt metrics and span events from the visible-degradation trail. No coupling: keel-llm-reliability stays observability-free.

A lightweight implementation of Policy Dual Averaging (PDA) for reinforcement learning in PyTorch.

Synapse Cell SDK — E2B-compatible sandboxed code execution, 200x faster, with streaming, filesystem, git, PTY, Dockerfile transpilation, and bundled Wasm runtimes.

Mechanistic interpretability for hybrid Mamba-Attention LLMs (Jamba, Zamba2): cross-component SAEs, ablation attribution, and a Hub registry.

Python bindings for the AeroLLM runtime — streaming inference for LLMs that don't fit in GPU memory

Knowledge-constrained LLM framework for intelligent meal planning

Thin inference substrate: user-authored profiles, LangChain as a handler, optional provenance.

Elastik L5: Audi-ted storage engine over HTTP.

A股个股量化分析 Skill - 双引擎四层融合模型，一句话触发，3分钟输出专业级投资分析报告 | A-Share stock quant analysis Skill with dual-engine four-layer fusion model

Seedance 2.0 Superprompt — Claude Code skill that writes, audits, and auto-fixes ByteDance Seedance 2.0 video-generation prompts. Three modes: WRITE / LINT / FIX. Output pastes into any client (即梦 / CapCut / Volcengine / BytePlus). Zero CLI dependency.

短视频脚本工坊 — 5分钟出完整脚本,产能提升5倍,完播率翻倍

A Claude Code skill that automatically finds your Claude usage reset time and schedules a deferred task to run right after the limit lifts.

数学建模竞赛论文写作全流程指导 Skill — 覆盖国赛(CUMCM)和美赛(MCM/ICM)