Productivity
docx
Use whenever the user wants to create, read, edit, redact, merge, split, extract from, or otherwise manipulate Word documents (.docx / .doc / .dotx). Triggers include: any mention …
DevOps
e2b
Execute AI-generated code in secure isolated E2B cloud sandboxes (SDK v2). Use for running Python/JavaScript/TypeScript/R/Java/Bash code, managing sandbox lifecycle (create, pause,…
Web
naver-openapi-helper
Generate Python code for Naver Open APIs (News Search, Blog Search, Web Search, Datalab Trends, Image Search, Book Search, and other openapi.naver.com APIs). Use this skill wheneve…
Web
odoo-19.0
Odoo 19 development knowledge base with 18 specialized guides covering Actions (ir.actions.*, cron jobs, server actions), Controllers (HTTP routing, endpoints, auth types), Data fi…
Web
odoo-17.0
Odoo 17 development reference for Python models and ORM (search, domain, read_group, compute fields), XML/CSV data and views, OWL/JS client code, QWeb reports, security (ACL, recor…
Web
odoo-18.0
Odoo 18 development reference for Python models and ORM (search, domain, read_group, compute fields), XML/CSV data and views, OWL/JS client code, QWeb reports, security (ACL, recor…
Security
ctfd-api
Work with any CTFd-platform CTF via its REST API (api/v1) as a player — list and read challenges, download attached files, submit flags (with correct handling of every attempt stat…
Data
alterlab-geopandas
Reads, writes, and analyzes geospatial vector data with the GeoPandas Python library (shapefiles, GeoJSON, GeoPackage), with PostGIS support and integration with matplotlib, folium…
Data
fpp-forecast
Executes time-series forecasting via Hyndman’s “Forecasting: Principles and Practice” methodology and Nixtla tools. Activates only on explicit `/fpp-forecast` command; otherwise br…
Engineering
modern-python-substrate
Provides a complete modern Python environment with uv for package management, ruff for linting and formatting, ty for type checking, pytest for testing, hypothesis for property-bas…
AI / ML
sharpe-ratio-non-iid-corrections
Generalized Sharpe ratio inference under non-Normal serially correlated returns. Implements López de Prado, Lipton & Zoonekynd (2026): PSR, MinTRL, DSR, pFDR, oFDR, SFDR with ρ-cor…
Data
precise
Online (incremental) covariance, correlation, and precision estimation in Python — the streaming complement to sklearn.covariance. Use when code needs a covariance/correlation matr…
Data
bio-spatial-transcriptomics-spatial-statistics
Analyzes spatial transcriptomics data to detect spatially variable genes, spatial autocorrelation, and cell-type colocalization using Squidpy with PySAL/esda. Supports method selec…
Automation
featbit-sdks-python
Expert guidance for integrating FeatBit Python Server SDK in backend applications. Use when user asks about "Python SDK", "Python feature flags", "FeatBit Python", fbclient usage, …
AI / ML
option-pricing
Python library for pricing European and American options with nine methods including Black-Scholes, binomial, trinomial, Monte Carlo with Longstaff-Schwartz, Bjerksund-Stensland, H…
DevOps
alexar76/aimarket-plugins
aimarket-mcp-packager hub plugin: turn AIMarket capabilities into self-hosted MCP servers (Docker image + mcpmanifest + Claude Desktop mcpServers config). Part of 15-plugin AIMarke…
Research
alterlab-qualitative-methods
Provides comprehensive qualitative research support including thematic analysis, grounded theory, IPA, content analysis, narrative inquiry, ethnography, case study methodology, and…
AI / ML
gemini-api
Google Gemini API integration for building AI-powered applications. Use when working with Google's Gemini API, Python and TypeScript SDKs, multimodal inputs, thinking features, str…
Engineering
sams-architecture
Automatically audits and guides system architecture, technology choices, patterns, infrastructure, API design, testing, CI/CD, security, and code organization across Python web API…
AI / ML
neurokit2
Comprehensive biosignal processing toolkit for analyzing physiological data including ECG, EEG, EDA, RSP, PPG, EMG, and EOG signals. Supports heart rate variability analysis, event…
Business
zv-pfaendungstabelle-2025
Calculates attachable amounts per the 1 July 2025 attachment exemption notice (valid until 30 June 2026), applying § 850c ZPO base exemptions, maintenance tiers, attachment bracket…
Engineering
fireworks-python
Python service development with strict typing via mypy, async I/O using asyncio, APIs with FastAPI/Flask/Django, Pydantic modeling, multiprocessing for GIL bypass, packaging with p…
Data
data-create-viz
Create professional data visualizations in Python with dark theme, #00FFA7 accents, and Inter font. Transforms query results or DataFrames into appropriate charts for trends, compa…
Data
eeg-pipeline
Orchestrates the complete EEG analysis workflow by sequencing BIDS import, preprocessing, ICA, epoching, and optional branches for ERP/TFR/connectivity/microstate/source analysis, …
AI / ML
hermes-snow-search
Global memory retrieval layer — cross-session SQLite FTS5 search (~0.1s) across full message history, memory, and facts, with CJK/English auto-routing (trigram vs unicode61 tokeniz…
Automation
web2cli
Turn any website into a command-line tool by driving a real browser with agent-browser, then building a Python CLI package that wraps those interactions. Use when the user wants to…
Testing
os-eval-runner
Stateless evaluation engine that scores and gates skill improvement iterations using headless Python scripts. Use for "evaluate this skill", "run autoresearch loop", "optimize this…
Research
calc-sample-size
Interactive sample size calculator for medical research with decision-tree test selection, reproducible R/Python code, effect size guidance, and IRB-ready justification text. Suppo…
Research
Full-empirical-analysis-skill
Run classical end-to-end empirical analysis using pandas, numpy, scipy, statsmodels, linearmodels, pyfixest, rdrobust, econml, causalml, and matplotlib/seaborn. Produces publicatio…
Testing
grpc-mock
Provides in-memory gRPC server mocking for client tests across languages: Go bufconn + mockgen, Python pytest-grpc with stub patching, JVM in-process servers, and Node fake servers…
Engineering
pydantic-v2
Pydantic v2 patterns for production Python: validators, computed fields, strict types, discriminated unions, settings management, model serialization, Decimal handling for money, p…
Security
auditing-python-dependencies
Scans Python dependency trees for known CVEs using pip-audit, covering direct and transitive packages across requirements.txt, pyproject.toml, Pipfile.lock, and poetry.lock. Output…
Data
dm-database-readonly
Queries Dameng (DM / 达梦) databases in read-only mode via validated SQL and dmPython. Supports arbitrary SELECT-style exploration, SHOW/DESC metadata, and custom SQL; blocks INSERT/…
Security
audit-ai-code
Scans AI-generated code diffs for duplicate helpers, over-defensive logic, broad exception wrappers, speculative scaffolding, boilerplate comments, style drift, hallucinated APIs, …
Automation
agentql-natural-language-web-query-sdk-extraction-automation
AgentQL is TinyFish's web automation and extraction toolkit that layers a natural-language query system on top of live sites. Its Python and JavaScript SDKs integrate with Playwrig…
Data
bio-data-visualization-color-palettes
Select colormaps and qualitative palettes using perceptual uniformity, color-vision-deficiency safety, and luminance monotonicity. Covers Crameri scientific colormaps, viridis/civi…
Data
pylhe
Handles reading/writing Les Houches Event (LHE) files: parse parton-level events from MadGraph, Powheg, Sherpa, Pythia, or Whizard; iterate four-vectors, access weights and reweigh…
Engineering
ros2-dev
Guides ROS 2 (Jazzy) development in Python and C++: nodes, topics, services, actions, QoS, parameters, lifecycle, executors, launch files, colcon builds, tf2, URDF, DDS, and CLI to…
AI / ML
Fx Vibe Trading Python
def get_fx_rate(self, currency_pair: str) -> Decimal: """STUB: Returns hardcoded rate for MVP demo""" # TODO: Implement real pricing logic in future task stub_rates = { "EURUSD": D…
Engineering
libtmux Python Project Rules
<project_stack> - uv - Python package management and virtual environments - ruff - Fast Python linter and formatter - py.test - Testing framework - pytest-watcher - Continuous test…
Engineering
libtmux Python Project Rules
<project_stack> - uv - Python package management and virtual environments - ruff - Fast Python linter and formatter - py.test - Testing framework - pytest-watcher - Continuous test…
Engineering
libtmux Python Project Rules
<project_stack> - uv - Python package management and virtual environments - ruff - Fast Python linter and formatter - py.test - Testing framework - pytest-watcher - Continuous test…
Engineering
libtmux Python Project Rules
<project_stack> - uv - Python package management and virtual environments - ruff - Fast Python linter and formatter - py.test - Testing framework - pytest-watcher - Continuous test…
Engineering
libtmux Python Project Rules
<project_stack> - uv - Python package management and virtual environments - ruff - Fast Python linter and formatter - py.test - Testing framework - pytest-watcher - Continuous test…
Engineering
Python Project Rules
<project_stack> - uv - Python package management and virtual environments - ruff - Fast Python linter and formatter - py.test - Testing framework - pytest-watcher - Continuous test…
Engineering
Python Project Rules
<project_stack> - uv - Python package management and virtual environments - ruff - Fast Python linter and formatter - py.test - Testing framework - pytest-watcher - Continuous test…
AI / ML
QuantZoo Project Instructions
This is a Python trading strategy backtesting framework with the following components: - Modular strategy implementation system - Backtesting engine with fees and slippage - Walk-f…
General
sensei-halp
A coding sensei in the Guy/Onizuka/Jiraiya tradition. Teaches by constraint, analogy, and refusal to spoon-feed. Works through three phases: pseudocode (chat), Python (.py file), H…
Data
using-causal-powers
Establishes the Causal Powers discipline for data analysis, statistics, econometrics, and causal inference in Python, R, or Julia. Routes to the appropriate sub-skill for question …
DevOps
Windsurf Project Rules
This script: - Sets up a Python 3.11 virtual environment (if not already present) - Installs dependencies via `pip install -r requirements.txt` - Runs all automated tests (e.g., py…
Engineering
Elf0
<coding_guidelines> - My project's programming language is python - Use early returns when possible - Always add documentation when creating new functions and classes - Add a file …
Engineering
Gtopt
The repository also contains: - `standalone/` – thin `main()` wrapper that builds the `gtopt` binary - `webservice/` – Next.js REST API and browser UI for submitting/monitoring job…
AI / ML
Project: Intraday Python Trading System
C:\Projects\IntradayJules\src ¦ ¦ column_names.py ¦ main.py ¦ +---agents ¦ base_agent.py ¦ data_agent.py ¦ data_agent_fixed.py ¦ enhanced_data_agent.py ¦ env_agent.py ¦ evaluator_a…
General
leetcode-teacher
Interactive LeetCode-style teacher for technical interview prep. Generates coding playgrounds with real product challenges, teaches patterns and techniques, supports Python/TypeScr…
Automation
zhihu-cli
Zhihu CLI (pyzhihu-cli): search, hot list, questions/answers/comments, recommended feed, user profiles, post ideas/questions/articles, delete own content, likes/follows, collection…
Productivity
edit-docx
Edit Microsoft Word .docx files locally with Python, preserving formatting, styles, and layout. Inspect elements via stable indices then perform targeted edits: find/replace across…
AI / ML
Multi-Agent Systems in ADK
<div class="language-support-tag"> <span class="lst-supported">Supported in ADK</span><span class="lst-python">Python v0.1.0</span><span class="lst-typescript">Typescript v0.2.0</s…
Data
ds-env-bootstrap
Detects likely data science dependencies from a task description and creates a reproducible Python environment. Use when users request environment setup, library installs, project …
DevOps
phy-otel-audit
Scans Node.js, Python, Go, and Java codebases to find gaps in OpenTelemetry coverage—missing spans, untraced DB calls, misconfigured samplers, and initialization issues. Produces p…
Data
rasterio
Python interface to GDAL for reading, writing, and analyzing georeferenced raster data including satellite imagery, elevation models, and multispectral grids, with support for CRS …
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