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SkillsMP has collected 309 skills from tangledgroup/tangled-skills. Open a skill to review its source and details.
Showing 40 of 309 collected skills.
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.
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…
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),…
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,…
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…
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,…
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,…
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…
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…
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…
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…
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,…
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,…
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,…
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…
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,…
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…
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…
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,…
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,…
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…
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…
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,…
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…
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…
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…
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,…
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,…
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…
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),…
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,…
Scaffold, validate, and inspect agent skills (SKILL.md files). Use when creating new skills, checking skill format compliance, or reviewing skill structure.
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…
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.
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…
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.
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…
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.
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…
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…