Automation
Task automation and scripting
financial-calculator
by dkyazzentwatwa
"Financial calculations: loans, investments, NPV/IRR, retirement planning, Monte Carlo simulations. Generates tables, charts, and exportable reports."
planner
by solatis
Interactive planning and execution for complex tasks. IMMEDIATELY invoke when user asks to use planner.
invoice-generator
by dkyazzentwatwa
Generate professional PDF invoices from line items with customizable templates, tax calculations, and branding. Supports batch generation from CSV.
geocoder
by dkyazzentwatwa
Convert addresses to coordinates (geocoding) and coordinates to addresses (reverse geocoding). Use for location data enrichment or address validation.
data-type-converter
by dkyazzentwatwa
Convert between data formats (JSON, CSV, XML, YAML, TOML). Handles nested structures, arrays, and preserves data types where possible.
audio-normalizer
by dkyazzentwatwa
Use when asked to normalize audio volume, match loudness, or apply peak/RMS normalization to audio files.
speckit-implement
by dceoy
Execute the implementation plan by processing and executing all tasks defined in tasks.md
speckit-plan
by dceoy
Execute the implementation planning workflow using the plan template to generate design artifacts.
speckit-tasks
by dceoy
Generate an actionable, dependency-ordered tasks.md for the feature based on available design artifacts.
fairchem
by jkitchin
Expert guidance for Meta's FAIRChem library - machine learning methods for materials science and quantum chemistry using pretrained UMA models with ASE integration for fast, accurate predictions
opentrons-magnetic-block
by jkitchin
Opentrons Magnetic Block for Flex - unpowered magnetic bead separation using gripper-based labware movement with high-strength neodymium magnets for DNA/RNA purification, immunoprecipitation, and bead-based workflows
python-jax
by jkitchin
Expert guidance for JAX (Just After eXecution) - high-performance numerical computing with automatic differentiation, JIT compilation, vectorization, and GPU/TPU acceleration; includes transformations (grad, jit, vmap, pmap), sharp bits, gotchas, and differences from NumPy
design-of-experiments
by jkitchin
Expert guidance for Design of Experiments (DOE) in Python - interactive goal-driven design selection, classical DOE (factorial, response surface, screening), Bayesian optimization with Gaussian processes, model-driven optimal designs, active learning, and sequential experimentation; includes pyDOE3, pycse, GPyOpt, scikit-optimize, statsmodels
planning
by jkitchin
Structured planning and project breakdown using proven methodologies for goals, projects, and strategic initiatives. Use when users need to create plans, break down complex projects, set milestones, estimate timelines, identify dependencies, or develop action plans. Triggers include 'help me plan,' 'create a roadmap for,' 'break down this project,' 'what are the steps to,' or 'how should I approach.'
github-pr-creation
by fvadicamo
Creates GitHub Pull Requests with automated validation and task tracking. Use when user wants to create PR, open pull request, submit for review, or check if ready for PR. Analyzes commits, validates task completion, generates Conventional Commits title and description, suggests labels. NOTE - for merging existing PRs, use github-pr-merge instead.
scientific-workflows
by jkitchin
Expert assistant for choosing and implementing scientific workflow tools - from simple joblib caching to complex orchestration with Prefect, Parsl, FireWorks, and quacc. Recommends the simplest solution that meets requirements.
workflow-implement-phases
by charlesjones-dev
"Orchestrates multi-phase implementation from a plan document using intelligent parallel/sequential execution strategy."
openclaw-docs
by tbdavid2019
Comprehensive guide for installing, configuring, operating, and troubleshooting OpenClaw — a self-hosted, multi-channel AI agent gateway. Use when the user asks about OpenClaw setup, configuration, channel management (WhatsApp/Telegram/Discord/Slack/iMessage/etc.), model provider setup, Gateway operations, multi-agent routing, security hardening, troubleshooting, or any maintenance task related to their local OpenClaw installation. Also use when encountering errors from openclaw CLI commands or the Gateway daemon.
ralph-wiggum
by jkitchin
Autonomous AI coding loop for unattended development - lets Claude work continuously on tasks while you sleep, with mandatory sandbox enforcement for safety
phase1-lite
by nguyenthienthanh
"Ultra-compact Phase 1 requirements output. HARD CAP: 500 tokens."
yutori-browse
by yutori-ai
Automate browser tasks like form filling, data extraction, or multi-step web workflows. Use when the user needs to interact with websites that require clicking, typing, or navigation.
skill-creator
by jim60105
Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends your capabilities with specialized knowledge, workflows, or tool integrations.
session-continuation
by nguyenthienthanh
"Manage workflow state across sessions with handoff and resume. TOON-based state persistence."
learning-analyzer
by nguyenthienthanh
"Analyze collected learning data from Supabase to identify success patterns, failure patterns, optimization opportunities, and agent performance trends."