技能目录

为 AI Agent 发现可复用技能。

按任务搜索真实的 GitHub 技能,并在使用前查看 Stars、信任、审计、分类和安装路径。

每个推荐都保留与其仓库、审计和安装路径的明确关联。

搜索结果: dimensionality-reduction

英文目录

Data structure for annotated matrices in single-cell analysis. Use when working with .h5ad files or integrating with the scverse ecosystem. This is the data format skill—for analysis workflows use scanpy; for probabilistic models use scvi-tools; for population-scale queries use cellxgene-census.

34K
Stars
77/100
信任
分类: data-analysis审计

Comprehensive documentation guide for Golang projects, covering godoc comments, README, CONTRIBUTING, CHANGELOG, Go Playground, Example tests, API docs, and llms.txt. Use when writing or reviewing doc comments, documentation, adding code examples, setting up doc sites, or discussing documentation best practices. Triggers for both libraries and applications/CLIs.

3.0K
Stars
73/100
信任
分类: design-creative审计

Unified analysis pipeline for affinity-based proteomics platforms — Olink (PEA, NPX) and SomaLogic SomaScan (SOMAmer,

1.1K
Stars
67/100
信任
分类: automation审计

A curated, installable collection of Claude Code agent skills covering development, writing, productivity, and knowledge management workflows.

12
Stars
68/100
信任
分类: coding-agents审计

Dimensionality reduction in very large datasets using Siamese Networks

344
Stars
64/100
信任
分类: ml-automation审计

Extract quantities from IFC/Revit models for quantity takeoff. Uses DDC converters to get element counts, areas, volumes, lengths with grouping and reporting.

282
Stars
63/100
信任
分类: automation审计

Detect and analyze geometric clashes in BIM models. Identify MEP, structural, and architectural conflicts before construction.

282
Stars
61/100
信任
分类: automation审计

A collection of opinionated agent skills for Claude Code, including sparring, design, planning, and auditing workflows.

10
Stars
62/100
信任
分类: coding-agents审计

Create or update practical, code-informed plans and trackers. Use ONLY when the user explicitly asks to make or change a plan or tracker. It may also self-invoke while planning a new feature, larger refactor, or other large effort that would benefit from multiple steps or PR splits. Do not self-invoke for routine implementation, small fixes, or ordinary single-step work.

105
Stars
66/100
信任
分类: coding-agents审计

17-dimension observability audit with tier activation, health scoring, and cost analysis. Covers logging, metrics, tracing, alerting, SLOs, profiling, security observability, and developer experience. Use when assessing observability posture, identifying telemetry gaps, or optimizing observability costs.

88
Stars
58/100
信任
分类: security审计

Analyzes cloud infrastructure and architectures to identify wasted spend and right-sizing opportunities.

21
Stars
58/100
信任
分类: security审计