Skill 资源库

AI Skill 资源库

把 Skill 的源码、资源快照、README、包体和安装信号放进一个可搜索、可筛选的公开目录。

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latex

Compile one specified LaTeX document, resolve build errors, audit citations, and report build quality. Use when a .tex source must be built or a concrete compilation failure repaired. Not for corpus-w…

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literature-survey

Build and maintain a verified literature-survey corpus for a research paper -- BibTeX entries, published-manuscript PDFs, text extractions for AI consumption, per-paper survey notes (~30-50 lines each…

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long-context

Extend context windows of transformer models using RoPE, YaRN, ALiBi, and position interpolation techniques. Use when processing long documents (32k-128k+ tokens), extending pre-trained models beyond …

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markitdown

Convert heterogeneous documents and selected URIs to Markdown with Microsoft MarkItDown for text analysis, search, and LLM/RAG ingestion. Covers safe local conversion, streams, Office/PDF/data formats…

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jqte-econometric-methods

Use when the empirical core of a 《数量经济技术经济研究》 (JQTE) manuscript is an econometric model — time series, cointegration, mixed-frequency, VAR/SVAR, state-space, or panel / macro-econometrics. Enforces co…

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lamindb

This skill should be used when working with LaminDB, an open-source data framework for biology that makes data queryable, traceable, reproducible, and FAIR. Use when managing biological datasets (scRN…

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latex-posters

Create professional research posters in LaTeX using beamerposter, tikzposter, or baposter. Support for conference presentations, academic posters, and scientific communication. Includes layout design,…

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literature-triage-matrix

Turn a list of papers (Zotero collection, Obsidian cluster, manual list) into a compact comparison matrix written to .research/literature_matrix.md, instead of generic per-paper summaries. Use when th…

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mamba-architecture

State-space model with O(n) complexity vs Transformers' O(n²). 5× faster inference, million-token sequences, no KV cache. Selective SSM with hardware-aware design. Mamba-1 (d_state=16) and Mamba-2 (d_…

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math-ocr

Convert handwritten or image-based mathematical content into notation-consistent LaTeX. Use when Codex needs to transcribe equations from notes, screenshots, whiteboards, or scans, reconcile ambiguous…

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jqte-fit-positioning

Use to judge whether a manuscript fits 《数量经济技术经济研究》 (JQTE) and to decide how to frame its contribution — measurement, forecasting, or method-application versus clean causal inference — before investin…

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latchbio-integration

Latch platform for bioinformatics workflows. Build pipelines with Latch SDK, @workflow/@task decorators, deploy serverless workflows, LatchFile/LatchDir, Nextflow/Snakemake integration.

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latex-template

Compare a project's LaTeX preamble and conventions against the canonical working-paper template. Use when diagnosing template drift without converting venue formats or editing prose.

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llama-factory

Expert guidance for fine-tuning LLMs with LLaMA-Factory - WebUI no-code, 100+ models, 2/3/4/5/6/8-bit QLoRA, multimodal support

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manuscript-review

Audit technical manuscripts for mathematical correctness, logical soundness, notation consistency, evidence quality, and figure or code alignment. Use when Codex needs to review a paper, verify deriva…

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mathematical-enhancer

Strengthen the mathematical substance of research papers by proposing or implementing better proofs, sharper results, cleaner derivations, and stronger formulations. Use when Codex needs to improve th…

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