llm-knowledge
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task-manager
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writing-plans
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ralph
Create and run Ralph loops for structured AI-driven development. Triggered by "create a ralph loop for X" or "ralph plan for X". Uses interview to clarify requirements, expert review via rp-cli, creates phased task plans, and executes in YOLO mode.
dev-terminal
Terminal/PTY automation with persistent sessions. Use to run and interact with TUI applications, debug terminal apps, automate CLI workflows, or any terminal interaction. Trigger phrases include "run the TUI", "start the app", "debug the terminal", "interact with", "send keys", "what's on screen".
notes
Search, browse, create, and delete Apple Notes. Use when user asks about notes, wants to find something in notes, create a new note, or delete notes.
e3
East Execution Engine (e3) - durable dataflow execution for East programs. Use when: (1) Authoring e3 packages with @elaraai/e3 (e3.input, e3.task, e3.package, e3.export), (2) Running e3 CLI commands (e3 repo create, e3 start, e3 watch, e3 get, e3 set), (3) Working with workspaces and packages, (4) Content-addressable caching and dataflow execution.
east-node-io
I/O platform functions for the East language on Node.js. Use when writing East programs that need SQL databases (SQLite, PostgreSQL, MySQL), NoSQL databases (Redis, MongoDB), S3 storage, file transfers (FTP, SFTP), file format parsing (XLSX, XML), or compression (Gzip, Zip, Tar). Triggers for: (1) Writing East programs with @elaraai/east-node-io, (2) Database operations with SQL.SQLite, SQL.Postgres, SQL.MySQL, NoSQL.Redis, NoSQL.MongoDB, (3) Cloud storage with Storage.S3, (4) File transfers with Transfer.FTP, Transfer.SFTP, (5) Format parsing with Format.XLSX, Format.XML, (6) Compression with Compression.Gzip, Compression.Zip, Compression.Tar.
east-node-std
Node.js platform functions for the East language. Use when writing East programs that need Console I/O, FileSystem operations, HTTP Fetch requests, Cryptography, Time operations, Path manipulation, Random number generation, or Testing. Triggers for: (1) Writing East programs with @elaraai/east-node-std, (2) Using platform functions like Console.log, FileSystem.readFile, Fetch.get, Crypto.uuid, Time.now, Path.join, Random.normal, (3) Testing East code with describeEast and Assert.
east-py-datascience
Data science and machine learning platform functions for the East language (TypeScript types). Use when writing East programs that need optimization (MADS, Optuna, SimAnneal, Scipy, Optimization, GoogleOr), machine learning (XGBoost, LightGBM, NGBoost, Torch MLP, Lightning, GP), Bayesian inference (PyMC), simulation (Simulation DES), ML utilities (Sklearn preprocessing, metrics, splits), conformal prediction (MAPIE), or model explainability (SHAP). Triggers for: (1) Writing East programs with @elaraai/east-py-datascience, (2) Derivative-free optimization with MADS, (3) Bayesian optimization with Optuna, (4) Discrete/combinatorial optimization with SimAnneal, (5) Gradient boosting with XGBoost or LightGBM, (6) Probabilistic predictions with NGBoost or GP, (7) Neural networks with Torch MLP or Lightning, (8) Data preprocessing and metrics with Sklearn, (9) Conformal prediction intervals with MAPIE, (10) Model explainability with Shap, (11) Iterative coordinate descent with Optimization, (12) Constraint programming, vehicle routing, LP/MIP, or graph algorithms with GoogleOr, (13) Bayesian regression, hierarchical models, and multi-layer estimation with PyMC, (14) Economic ontology simulation via discrete event simulation with Simulation.
east-ui
UI component definitions for the East language. Use when building UIs with @elaraai/east-ui. Triggers for: (1) Creating UI components with Stack, Box, Grid, Card, Text, Button, (2) Building forms with Input, Select, Checkbox, Switch, Slider, (3) Displaying data with Table, DataList, Chart, Badge, Tag, Stat, (4) Using overlays like Dialog, Drawer, Popover, Tooltip, Menu, (5) Working with UIComponentType, (6) Styling with variants (FontWeight, TextAlign, ColorScheme, Size).
east
East programming language - a statically typed, expression-based language embedded in TypeScript. Use when writing East programs with @elaraai/east. Triggers for: (1) Writing East functions with East.function() or East.asyncFunction(), (2) Defining types (IntegerType, StringType, ArrayType, StructType, VariantType, etc.), (3) Using platform functions with East.platform() or East.asyncPlatform(), (4) Compiling East programs with East.compile(), (5) Working with East expressions (arithmetic, collections, control flow), (6) Serializing East IR with .toIR() and EastIR.fromJSON(), (7) Standard library operations (formatting, rounding, generation).
benchmark-and-perf
Measure, compare, and improve eo-processor performance safely. Use when adding/changing Rust compute kernels, refactoring hot paths, or making performance claims. Provides a repeatable benchmark protocol with correctness checks, profiling hints, and reporting guidelines.
docs-and-release
Keep documentation, versioning, and release artifacts consistent for eo-processor. Use when changing public APIs, adding features, updating performance claims, or preparing a release (align README/QUICKSTART/docs, stubs, changelog, and pyproject/Cargo versions).
examples-and-smoke-tests
Create and maintain runnable examples under examples/ for onboarding and smoke testing. Use when adding/changing public APIs, when you need a quick “does it work end-to-end?” script, or when updating examples/README.md to match the current eo-processor API.
project-intake
Build a fast, accurate mental model of the eo-processor repo and the user’s task. Use when starting work, when requirements are unclear, or before making multi-file changes (Rust+PyO3+Python packaging/tests/docs).
python-api-surface
Maintain the public Python API for eo-processor, including exports, __all__, docstrings, and type stubs. Use when adding/renaming functions, changing signatures/behavior, or ensuring Python typing and user-facing docs stay consistent with the Rust/PyO3 core.
rust-pyo3-function
Implement or modify a Rust function exposed to Python via PyO3 in eo-processor. Use when adding new compute kernels, fixing numerical/shape bugs in the Rust core, or wiring Rust functions into the Python module safely and consistently.
test-and-quality-gates
Run and interpret eo-processor quality gates (Rust+Python) and add the right tests for changes. Use when verifying work, fixing CI failures, or before committing PR-ready changes (fmt/clippy, ruff/mypy, pytest/tox, coverage, and minimal regression tests).
nano-image-generate
Generate images using Nano Banana (Flash) or Nano Banana Pro. Use 'flash' for speed/efficiency and 'pro' for high quality, text rendering, and complex prompt adherence. Triggers include 'generate image', 'create logo', 'fast image', 'high quality image'.
video-toolkit
Intelligent video processor for downloading media and extracting transcripts from YouTube and 1000+ supported sites. Automatically handles format selection, subtitle extraction, and post-processing.
canvas
Spawn interactive terminal TUI components (calendars, documents, flight bookings) with real-time IPC communication. Display rich content and collect user selections in tmux split panes.
competitive-analysis
Compare local codebase capabilities against competitor products by researching competitor features via web search and documentation, analyzing local code patterns, and generating an interactive HTML comparison report.
issue-labeler
Analyze unlabeled GitHub issues and generate label recommendations for review. Supports batch submission after approval.
issue-triage
Fetch GitHub issues and use LLM judgment to prioritize them based on importance, clarity, delegation potential, and urgency. Helps identify what to work on next.
meeting-to-issues
Parse meeting transcripts to extract action items and create GitHub issues after user confirmation. Converts discussions into trackable work items.
scorecard-update
Review Azure Data Explorer dashboards for Copilot CLI metrics and update Google Sheets scorecard. Connects to existing Chrome session for authentication.
shipment-tracker
Generate a visual report of what was shipped in GitHub repositories over a specified time period by analyzing merged PRs and closed issues.
global-intelligence-search
企业级全局情报搜索网关。支持 PubMed 医学文献检索和通用网页抓取。这是 Investigator Agent 唯一合法的外部信息获取武器。
nanobanana
AI image generation using Google Gemini models. Generate, edit, and refine images from text prompts.
subagent-teams
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skill-maker
Generate new Claude Code skills with proper structure and standards. Use when the user requests skill creation, wants to generate a new skill, or mentions creating custom Claude Code functionality. Activated by phrases like "create a skill", "generate a skill", "make a new skill", or "build a skill for".
quiz-generator
Generate comprehensive educational quizzes based on Bloom's Taxonomy methodology (Remember, Understand, Apply, Analyze, Evaluate, Create). Creates structured True/False quizzes with detailed answer keys and explanations. Use when user requests quiz generation, assessment creation, test materials, practice questions, mentions Bloom's Taxonomy, or provides educational topics for quiz creation. Activates for study topics, course materials, reference files (.md, .txt, .pdf), or educational content requiring systematic assessment.
sqlmodel-orm-dbhelper
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pytest-python
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linkedin-post-maker
Creates engaging LinkedIn posts on any topic with proper formatting, hooks, and CTAs. Use when the user asks to create, generate, or write a LinkedIn post, social media content for LinkedIn, or professional social content. Asks clarifying questions to ensure quality and relevance.
k8s-planning
Interactive Kubernetes deployment planning through Q&A-based scenario extraction. Use when users want to design K8s architecture, plan microservice deployments, define manifests, ConfigMaps, Secrets, Services, RBAC, or Network Policies. Guides users through structured decision-making to generate consistent deployment documentation.
fastapi-helper
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docker-hub-toolkit
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FastAPI_Pytest_TDDHelper
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skill-creator
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 Claude's capabilities with specialized knowledge, workflows, or tool integrations.
ai-native-dev
Comprehensive AI-Native system development and deployment planning through interactive Q&A. Use when users want to design AI-powered applications with AI Agents, plan microservice architectures, define APIs, select technology stacks, design agent workflows, and plan Kubernetes deployments. Guides users through structured decision-making from system design to deployment documentation.
browser-use
Browser automation using Playwright MCP. Navigate websites, fill forms, click elements, take screenshots, and extract data. Use when tasks require web browsing, form submission, web scraping, UI testing, or any browser interaction.
browsing-with-playwright
Browser automation using Playwright MCP. Navigate websites, fill forms, click elements, take screenshots, and extract data. Use for web browsing, form submission, web scraping, or UI testing. NOT for static content (use curl/wget).
Comprehensive PDF manipulation toolkit for extracting text and tables, creating new PDFs, merging/splitting documents, and handling forms. When Claude needs to fill in a PDF form or programmatically process, generate, or analyze PDF documents at scale.
docx
Comprehensive document creation, editing, and analysis with support for tracked changes, comments, formatting preservation, and text extraction. When Claude needs to work with professional documents (.docx files) for: (1) Creating new documents, (2) Modifying or editing content, (3) Working with tracked changes, (4) Adding comments, or any other document tasks
pptx
Presentation creation, editing, and analysis. When Claude needs to work with presentations (.pptx files) for: (1) Creating new presentations, (2) Modifying or editing content, (3) Working with layouts, (4) Adding comments or speaker notes, or any other presentation tasks
xlsx
Comprehensive spreadsheet creation, editing, and analysis with support for formulas, formatting, data analysis, and visualization. When Claude needs to work with spreadsheets (.xlsx, .xlsm, .csv, .tsv, etc) for: (1) Creating new spreadsheets with formulas and formatting, (2) Reading or analyzing data, (3) Modify existing spreadsheets while preserving formulas, (4) Data analysis and visualization in spreadsheets, or (5) Recalculating formulas
theme-factory
Toolkit for styling artifacts with a theme. These artifacts can be slides, docs, reportings, HTML landing pages, etc. There are 10 pre-set themes with colors/fonts that you can apply to any artifact that has been creating, or can generate a new theme on-the-fly.
doc-coauthoring
Guide users through a structured workflow for co-authoring documentation. Use when user wants to write documentation, proposals, technical specs, decision docs, or similar structured content. This workflow helps users efficiently transfer context, refine content through iteration, and verify the doc works for readers. Trigger when user mentions writing docs, creating proposals, drafting specs, or similar documentation tasks.
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