wanshuiyin · Agent Skills

56 skills with substantive source documentation and an official publisher or observed installation demand. Read each skill’s original documentation through its card.

wanshuiyin

社区

result-to-claim

Use when experiments complete to judge what claims the results support, what they don't, and what evidence is still missing. Codex MCP evaluates results against intended claims and routes to next action (pivot, supplement, or confirm). Use after experiments finish — before writing the paper or running ablations.

安装量

1

GitHub Stars

1.6万

最近更新

9月6日

MIT1 文件

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wanshuiyin

社区

run-experiment

Deploy and run ML experiments on local, remote, Vast.ai, or Modal serverless GPU. Use when user says "run experiment", "deploy to server", "跑实验", or needs to launch training jobs.

安装量

1

GitHub Stars

1.6万

最近更新

9月6日

MIT1 文件

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wanshuiyin

社区

semantic-scholar

Search published venue papers (IEEE, ACM, Springer, etc.) via Semantic Scholar API. Complements /arxiv (preprints) with citation counts, venue metadata, and TLDR. Use when user says "search semantic scholar", "find IEEE papers", "find journal papers", "venue papers", "citation search", or wants published literature beyond arXiv preprints.

安装量

1

GitHub Stars

1.6万

最近更新

9月6日

MIT1 文件

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wanshuiyin

社区

serverless-modal

Run GPU workloads on Modal — training, fine-tuning, inference, batch processing. Zero-config serverless: no SSH, no Docker, auto scale-to-zero. Use when user says \"modal run\", \"modal training\", \"modal inference\", \"deploy to modal\", \"need a GPU\", \"run on modal\", \"serverless GPU\", or needs remote GPU compute.

安装量

1

GitHub Stars

1.6万

最近更新

9月6日

MIT1 文件

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wanshuiyin

社区

slides-polish

Per-page Codex review + targeted python-pptx / Beamer fixes for academic talk slides. Use AFTER /paper-slides (or any externally generated PPTX/Beamer) when the deck looks 'mostly OK' but the user wants a final pass that aligns visual weight with a reference, bumps PPTX fonts to projector-readable size, kills italic style leaks, fixes text-frame overflow, and catches per-slide layout drift. Trigger phrases: \"polish slides\", \"slides 排版不对\", \"PPTX 字体太小\", \"和 Beamer 比一下\", \"per-page review\",

安装量

1

GitHub Stars

1.6万

最近更新

9月6日

MIT1 文件

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wanshuiyin

社区

training-check

Periodically check WandB metrics during training to catch problems early (NaN, loss divergence, idle GPUs). Avoids wasting GPU hours on broken runs. Use when training is running and you want automated health checks.

安装量

1

GitHub Stars

1.6万

最近更新

9月6日

MIT1 文件

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wanshuiyin

社区

web-debug-search

Search GitHub, Stack Exchange, Chinese technical communities, official documentation, and general developer web sources for software errors, compatibility problems, API usage questions, and real-world workarounds. Use for debugging and discovery only; results are not paper-citation evidence.

安装量

1

GitHub Stars

1.6万

最近更新

9月6日

MIT1 文件

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wanshuiyin

社区

wiki-enrich

Fill in the per-paper TODO sections of research-wiki/papers/ .md pages that literature-ingest skills leave as bare scaffolds. Use when user says 'enrich wiki', 'fill paper TODOs', 'wiki body 補完', '把 paper 摘要寫進 wiki', 'research-wiki 自動填', or after a batch ingest that left papers/ as TODO scaffolds.

安装量

1

GitHub Stars

1.6万

最近更新

9月6日

MIT1 文件

查看详情 →