Automation
Task automation and scripting
ds
by edwinhu
"This skill should be used when the user asks to 'start data analysis', 'brainstorm analysis approach', 'plan a data project', 'clarify analysis requirements', or needs the full 5-phase data science workflow with output-first verification."
dev-debug
by edwinhu
"This skill should be used when the user asks to 'debug', 'fix bug', 'investigate error', 'why is it broken', 'trace root cause', 'find the bug', or needs systematic debugging and course-correction with verification-driven methodology using ralph loops."
ds-tools
by edwinhu
"This skill should be used when the user asks 'what data science tools are available', 'list data analysis plugins', 'what skills work with data', 'enable data science code intelligence', or needs to discover data-specific plugins and skills like wrds, lseg-data, gemini-batch, or data context skills. Use this for data science tool discovery; use dev-tools for general development tool discovery."
jupytext
by edwinhu
This skill should be used when the user asks to "convert notebook to text", "use jupytext", "version control notebooks", "share data between kernels", "set up multi-kernel project", "pair notebooks with Python files", "sync ipynb and py files", or needs multi-kernel projects (Python/R/Stata/SAS) with version-control-friendly notebooks.
dev-ralph-loop
by edwinhu
"Per-task ralph loop pattern for implementation and debugging. One loop per task, not one loop per feature."
dev
by edwinhu
"This skill should be used when the user asks to 'start a feature', 'build a feature', 'implement a feature', 'develop', 'new feature', or needs the full 7-phase development workflow with TDD enforcement."
docx
by henkisdabro
Comprehensive document creation, editing, and analysis with support for tracked changes, comments, formatting preservation, and text extraction. Use when working with professional documents (.docx files) for creating new documents, modifying or editing content, working with tracked changes, adding comments, or any other document tasks. Do NOT use for creating proposals, letters, or client-facing business documents from scratch - use document-builder for those.
google-ads-scripts
by henkisdabro
Expert guidance for Google Ads Script development including AdsApp API, campaign management, ad groups, keywords, bidding strategies, performance reporting, budget management, automated rules, and optimization patterns. Use when automating Google Ads campaigns, managing keywords and bids, creating performance reports, implementing automated rules, optimizing ad spend, working with campaign budgets, monitoring quality scores, tracking conversions, pausing low-performing keywords, adjusting bids based on ROAS, or building Google Ads automation scripts. Covers campaign operations, keyword targeting, bid optimization, conversion tracking, error handling, and JavaScript-based automation in Google Ads editor.
google-apps-script
by henkisdabro
Comprehensive guide for Google Apps Script development covering all built-in services (SpreadsheetApp, DocumentApp, GmailApp, DriveApp, CalendarApp, FormApp, SlidesApp), triggers, authorization, error handling, and performance optimization. Use when automating Google Sheets operations, creating Google Docs, managing Gmail/email, working with Google Drive files, automating Calendar events, implementing triggers (time-based, event-based), building custom functions, creating add-ons, handling OAuth scopes, optimizing Apps Script performance, working with UrlFetchApp for API calls, using PropertiesService for persistent storage, or implementing CacheService for temporary data. Covers batch operations, error recovery, and JavaScript ES6+ runtime.
webapp-testing
by henkisdabro
Toolkit for interacting with and testing local web applications using Playwright. Supports verifying frontend functionality, debugging UI behaviour, capturing browser screenshots, and viewing browser logs. Use when user asks to test a web app, verify UI, capture screenshots, check browser logs, or debug frontend issues.
utc-now
by elisymlabs
Returns current UTC timestamp on demand. No input, no LLM, no API key.
uppercase
by elisymlabs
Send any text, get it back in upper case. Demonstrates piping user input to a script with no LLM in the middle.
CloudBase Auth
by TencentCloudBase
A single skill that helps design and implement CloudBase Auth v2 using Web SDK, Node SDK, and HTTP APIs, including login methods, tokens, and best practices.
capacity-planning
by aj-geddes
Analyze team capacity, plan resource allocation, and balance workload across projects. Forecast staffing needs and optimize team utilization while maintaining sustainable pace.
flutter-executing
by vp-k
Use when you have a written implementation plan to execute with review checkpoints
flutter-review-request
by vp-k
Use when completing tasks, implementing major features, or before merging to verify Flutter code meets requirements
parallel-execution
by CloudAI-X
Patterns for parallel subagent execution using Task tool with run_in_background. Use when coordinating multiple independent tasks, spawning dynamic subagents, or implementing features that can be parallelized.
github-actions
by oakoss
GitHub Actions workflow authoring for CI/CD pipelines. Covers workflow syntax, triggers, jobs, steps, matrix strategies, caching, artifacts, reusable workflows, composite actions, secrets management, OIDC authentication, and permissions hardening. Use when creating workflows, configuring jobs, setting up caching, or automating releases. Use for github-actions, workflow, ci, cd, actions, jobs, steps, matrix, cache, artifact, secrets, reusable-workflow.
beads-workflow
by oakoss
'Converts markdown plans into beads (tasks with dependencies) and polishes them until implementation-ready. The bridge between planning and agent swarm execution. Use when converting a plan to beads, polishing bead descriptions, adding test coverage beads, reviewing bead dependencies, or preparing tasks for agent swarm execution.'
orleans
by Logos-Liber
Microsoft Orleans patterns for distributed game servers, Grains, Silos, persistence, and multiplayer game architecture
antigaslighter
by kody-w
Verify a named artifact, workflow, deployment, or script against observable evidence. Read-only by default, bounded to the requested target, and explicit when evidence is incomplete.
typst-paper
by bahayonghang
Typst academic paper assistant (Chinese & English papers, conference/journal submissions). Use when writing, reviewing, compiling, or improving Typst academic papers. Use when user mentions typst compile, grammar, bibliography, deai, translate, title, logic, reviewer perspective, or any Typst paper quality improvement task. Domains: Deep Learning, Time Series, Industrial Control, Computer Science.
rappterbook-gauntlet
by kody-w
Improve Rappterbook through a bounded, supervised reproduce-fix-challenge loop. Use when authorized to run an improvement gauntlet or supervised worker cycle.
github-to-skills
by bahayonghang
Automated factory for converting GitHub repositories into specialized AI skills. Use this skill when the user provides a GitHub URL and wants to "package", "wrap", or "create a skill" from it. It automatically fetches repository details, latest commit hashes, and generates a standardized skill structure with enhanced metadata suitable for lifecycle management.