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SkillsMP 已收集 tangledgroup/tangled-skills 中的 309 个 Skill。打开任一 Skill 可查看来源和详情。
已展示 40 / 309 个已收集 Skill。
Phase/task based workflow system with PLAN.md as single source of truth. Use when tackling projects that require structured iteration through Planning, Analysis, Design, Implementation, Testing, Deployment, Maintenance, etc phases with clear dependency graphs.
原文语言：英语
Manages Python packages, projects, scripts, tools, and Python versions with extreme speed. Use when the user mentions uv, python packages, pip replacement, virtual environments, venv, pyproject.toml, dependency management, python version switching, tool…
原文语言：英语
jq 1.8.2 — lightweight command-line JSON processor. Use when the user needs to parse, query, transform, or manipulate JSON data from the command line, process API responses, extract fields from JSON, convert between formats (JSON-to-CSV, JSON-to-XML),…
原文语言：英语
Operate rqlite 10.2.4 — distributed SQLite database with Raft consensus. Use for deploying, configuring, querying, backing up, and managing rqlite clusters. Covers rqlited server flags, HTTP API (/db/execute, /db/query, /db/request), CLI (.status, .backup,…
原文语言：英语
Query, transform, and convert YAML, JSON, XML, INI, TOML, HCL, CSV, TSV, Properties, Lua, Shell variables, and Base64 data using jq-like expressions. Use when the user mentions yq, YAML processing, JSON-to-YAML conversion, config file manipulation, Kubernetes…
原文语言：英语
Ruff 0.15.18 — extremely fast Python linter and code formatter written in Rust. Use this skill whenever the user mentions ruff, linting Python, formatting Python code, ruff check, ruff format, pyproject.toml lint config, Flake8 replacement, Black replacement,…
原文语言：英语
Run ty (Astral's Python type checker, v0.0.51) for type checking, rule diagnostics, and language server integration. Use when the user mentions ty type checking, Python type errors, ty check, ty rules, ty suppression, migrating from mypy or pyright to ty,…
原文语言：英语
Lint, format, and configure Python code with Ruff (v0.4+). Use when the user mentions ruff, python linting, python formatting, code quality, replacing flake8/black/isort/pyupgrade, pyproject.toml ruff config, ruff check, ruff format, or needs help setting up…
原文语言：英语
Use ty, the extremely fast Python type checker and language server by Astral (creators of uv and Ruff). Use this skill whenever the user mentions ty, Python type checking, mypy migration, pyright migration, type diagnostics, or needs to configure a Python…
原文语言：英语
Manage Python projects, scripts, tools, environments, and packages with uv (0.11.21) — the fast Python package manager. Use when working with pyproject.toml, virtual environments, pip alternatives, venv creation, dependency locking (uv.lock), running Python…
原文语言：英语
COIN-OR Cbc (Coin-or Branch and Cut) 2.10.13 — open-source MILP solver. Use this skill whenever the user needs to solve mixed-integer linear programs, integer programming, MIP, branch-and-cut, branch-and-bound, or any optimization problem with…
原文语言：英语
DuckDB 1.5.3 — high-performance analytical OLAP database with embedded SQL engine. Use this skill whenever the user queries about DuckDB, needs to run SQL analytics on local files (CSV, Parquet, Excel/XLSX), wants to install or use extensions (excel, json,…
原文语言：英语
Convert documents between formats using Pandoc 3.10. Use when the user mentions pandoc, document conversion, format transformation, or needs to convert between Markdown, HTML, LaTeX, PDF, Word (docx), OpenDocument (odt), PowerPoint (pptx), Excel (xlsx), CSV,…
原文语言：英语
Mermaid diagram syntax reference and validation. Use when writing, debugging, or converting Mermaid diagrams: flowchart, sequenceDiagram, stateDiagram, classDiagram, gantt, erDiagram, pie, gitgraph, journey, mindmap, timeline, xychart, radar-beta,…
原文语言：英语
Vega-Lite is a high-level grammar for interactive graphics — a concise JSON syntax for creating data visualizations. Use this skill whenever the user mentions Vega-Lite, chart specifications, JSON-based charts, declarative visualization, or wants to create…
原文语言：英语
Static type checking for Python via basedpyright — a fork of pyright with stricter defaults, new diagnostic rules, baseline support, pylance features in open-source, and improved CI integration. Use when the user mentions basedpyright, pyright, type checking,…
原文语言：英语
DuckDB Python client 1.5.4 API reference and usage patterns. Use when working with the `duckdb` Python package — in-process analytical SQL database. Covers connection management, relational API (lazy evaluation), data I/O (CSV/Parquet/JSON), Python UDFs, type…
原文语言：英语
Evaluate Excel formulas in Python without Excel. Use when the user needs to compute spreadsheet formulas, calculate xlsx files, convert formula-based spreadsheets to calculated values, export Excel to CSV/JSON, run batch scenarios, build JSON models from…
原文语言：英语
Matplotlib plotting library (v3.11). Use this skill whenever the user mentions plots, charts, graphs, figures, data visualization, matplotlib, pyplot, or needs to create any kind of visual output from Python data — line plots, scatter plots, bar charts,…
原文语言：英语
Python graph library (NetworkX 3.6.1) for creating, manipulating, and analyzing complex networks. Use this skill whenever the user works with graphs, networks, nodes, edges, shortest paths, centrality, community detection, spanning trees, flow networks, DAGs,…
原文语言：英语
NumPy 2.4.6: array creation, manipulation, broadcasting, ufuncs, linear algebra, statistics, random sampling, structured arrays, and I/O. Use whenever working with numerical arrays, matrices, scientific computing, data analysis, or any task involving NumPy…
原文语言：英语
Pandas 3.0.3 data manipulation and analysis library for Python. Use when working with DataFrames, Series, data wrangling, CSV/Excel/Parquet I/O, groupby aggregations, merging/joining, time series, resampling, rolling windows, string operations, or any tabular…
原文语言：英语
PuLP 3.3.2 — Python LP/MILP modeler for linear, mixed-integer, and binary programming. Use this skill whenever the user mentions optimization, linear programming (LP), mixed-integer programming (MIP), MILP, integer programming, solver selection,…
原文语言：英语
Pyomo 6.10.1 — Python optimization modeling for LP, MIP, NLP, MINLP, DAE/optimal control, GDP (disjunctive programming), MPEC (equilibrium/complementarity), piecewise functions, network flow, stochastic programming, and more. Use this skill whenever the user…
原文语言：英语
Write, run, and debug Python tests with pytest 9.1.0. Use when the user mentions pytest, writing tests, test fixtures, parametrization, test discovery, conftest.py, pytest plugins, test marks, skip/xfail, monkeypatch, tmp_path, capsys, caplog, assertion…
原文语言：英语
Test async/await code with pytest using event loops, async fixtures, and loop scopes. Use when writing async tests, configuring asyncio mode (auto/strict), managing event loop scopes, using @pytest.mark.asyncio, @pytest_asyncio.fixture, custom loop factories…
原文语言：英语
Python HTTP library (requests) version 2.34.2 — sends HTTP/1.1 requests via the high-level API (requests.get, requests.post, etc.), Session objects for cookie/auth persistence and connection pooling, PreparedRequest for low-level control, streaming responses,…
原文语言：英语
Comprehensive guide to scikit-learn 1.9.0 — the Python machine learning library. Use when working with ML models, pipelines, preprocessing, model selection, metrics, or any data science task using scikit-learn. Covers classification, regression, clustering,…
原文语言：英语
SciPy (scientific Python) library reference for mathematics, science, and engineering. Covers optimization, integration, linear algebra, statistics, signal processing, FFT, interpolation, sparse matrices, spatial algorithms, special functions, image…
原文语言：英语
SQLAlchemy 2.0 ORM and Core toolkit for Python database access. Use this skill whenever the user mentions SQLAlchemy, ORM models, database queries, engine creation, session management, declarative mappings, relationships (one-to-many, many-to-many),…
原文语言：英语
Symbolic mathematics with SymPy 1.14.0 — algebra, calculus, ODE/PDE solving, matrices, number theory, geometry, special functions, transforms, and code generation. Use when the user needs symbolic computation, equation solving, differentiation, integration,…
原文语言：英语
Scaffold, validate, and inspect agent skills (SKILL.md files). Use when creating new skills, checking skill format compliance, or reviewing skill structure.
原文语言：英语
Embed interactive Vega and Vega-Lite visualizations into web pages. Load specs from URLs or JSON objects, render with SVG or Canvas, add export/source actions, apply themes, tooltips, patches, and custom renderers. Use when embedding interactive data…
原文语言：英语
Searches the web via DuckDuckGo and returns results as markdown, CSV, or JSON. Use this skill whenever the user wants to search the web, look up information online, find URLs, do web search, research a topic, or needs current/web-based answers.
原文语言：英语
Fetches web pages as markdown or HTML for LLM consumption. Use when the user wants to fetch, scrape, download, retrieve, grab, pull, or access any URL or webpage content. Supports uvx, pipx, curl, wget, and python3 fallbacks. Always impersonates Safari to…
原文语言：英语
Git version control. Use when the user mentions git, commits, branches, pushing, pulling, merging, rebasing, stashing, worktrees, submodules, or any version control task. Covers straightforward workflows (add/commit/push) and advanced topics.
原文语言：英语
Lightweight token-pruning communication mode that drops filler and hedging while keeping full sentences and professional tone. Follows guidelines for code quality. Default intensity is lite. Use when user requests tzip, prune tokens, be concise, or needs…
原文语言：英语
Add-commit-push all changes in one flow. Use when the user says acp, add commit push, stage and push, or wants to quickly commit and push all working directory changes.
原文语言：英语
Open standard for communication between independent AI agent systems. Agents discover capabilities via Agent Cards and collaborate on tasks with streaming without exposing internal state. Supports JSON-RPC 2.0, gRPC, and HTTP+JSON bindings with enterprise…
原文语言：英语
Protocol standardizing communication between code editors and AI coding agents using JSON-RPC 2.0 over stdio. Decouples agents from editors for cross-compatibility. Use when building AI coding agents needing editor interoperability, implementing persistent…
原文语言：英语