
# Lobster Lobster executes multi-step workflows with approval checkpoints. Use it when: - User wants a repeatable automation (triage, monitor, sync) - Actions need human approval before executing (send, post, delete) - Multiple tool calls should run as one deterministic operation ## When to use Lobster | User intent | Use Lobster? | |-------------|--------------| | "Triage my email" | Yes — multi-step, may send replies | | "Send a message" | No — single action, use message tool directly | |
OpenProse VM skill pack. Activate on any `prose` command, .prose files, or OpenProse mentions; orchestrates multi-agent workflows.
BluOS CLI (blu) for discovery, playback, grouping, and volume.
Capture frames or clips from RTSP/ONVIF cameras.
# Cloud Automation Deploy and manage projects on AWS, Azure, and GCP. ## AWS (Amazon Web Services) ### AWS CLI Setup ```bash # Install curl "https://awscli.amazonaws.com/awscli-exe-linux-x86_64.zip" -o "awscliv2.zip" unzip awscliv2.zip && sudo ./aws/install # Configure aws configure # Enter: Access Key ID, Secret Access Key, Region, Output format ``` ### EC2 Instances ```bash # List instances aws ec2 describe-instances --query 'Reservations[].Instances[].[InstanceId,State.Name,Tags[?Key==`N
Run Codex CLI, Claude Code, OpenCode, or Pi Coding Agent via background process for programmatic control.
Google Workspace CLI for Gmail, Calendar, Drive, Contacts, Sheets, and Docs.
CLI to manage emails via IMAP/SMTP. Use `himalaya` to list, read, write, reply, forward, search, and organize emails from the terminal. Supports multiple accounts and message composition with MML (MIME Meta Language).
Manage tasks and todos on Linux using Taskwarrior CLI. Add, list, complete, modify, and delete tasks with projects, tags, priorities, and due dates. Use when a user asks FRIDAY to add a task, list todos, manage projects, or track tasks on Linux.
# Machine Learning Assist with model training, data preparation, and evaluation for AI/ML tasks. ## Data Preparation ### Loading & Preprocessing ```python import pandas as pd import numpy as np from sklearn.model_selection import train_test_split from sklearn.preprocessing import StandardScaler, LabelEncoder # Load data df = pd.read_csv("data.csv") # Handle missing values df.fillna(df.mean(), inplace=True) # Numeric df.fillna(df.mode().iloc[0], inplace=True) # Categorical df.dropna(inplac
Work with Obsidian vaults (plain Markdown notes) and automate via obsidian-cli.
Create or update AgentSkills. Use when designing, structuring, or packaging skills with scripts, references, and assets.
Generate spectrograms and feature-panel visualizations from audio with the songsee CLI.
Summarize or extract text/transcripts from URLs, podcasts, and local files (great fallback for “transcribe this YouTube/video”).
Extract frames or short clips from videos using ffmpeg.
Control Sonos speakers (discover/status/play/volume/group).
Set up and use 1Password CLI (op). Use when installing the CLI, enabling desktop app integration, signing in (single or multi-account), or reading/injecting/running secrets via op.
# API & Webhooks Integration Interact with REST APIs, GraphQL endpoints, and webhooks for third-party integrations. ## Commands ### HTTP Requests ```bash # GET request curl -s "https://api.example.com/endpoint" | jq # POST with JSON curl -s -X POST "https://api.example.com/endpoint" \ -H "Content-Type: application/json" \ -H "Authorization: Bearer $API_KEY" \ -d '{"key": "value"}' # PUT/PATCH/DELETE curl -s -X PUT "https://api.example.com/resource/123" -d '{"updated": true}' curl -s -
Manage Apple Notes via the `memo` CLI on macOS (create, view, edit, delete, search, move, and export notes). Use when a user asks FRIDAY to add a note, list notes, search notes, or manage note folders.
Manage Apple Reminders via the `remindctl` CLI on macOS (list, add, edit, complete, delete). Supports lists, date filters, and JSON/plain output.
Create, search, and manage Bear notes via grizzly CLI.
Build or update the BlueBubbles external channel plugin for FRIDAY (extension package, REST send/probe, webhook inbound).
# Canvas Skill Display HTML content on connected FRIDAY nodes (Mac app, iOS, Android). ## Overview The canvas tool lets you present web content on any connected node's canvas view. Great for: - Displaying games, visualizations, dashboards - Showing generated HTML content - Interactive demos ## How It Works ### Architecture ``` ┌─────────────────┐ ┌──────────────────┐ ┌─────────────┐ │ Canvas Host │────▶│ Node Bridge │────▶│ Node App │ │ (HTTP Server) │ │ (TCP Ser
# Data Analysis Analyze data, automate reports, and create visualizations. ## Python Data Analysis ### Pandas Basics ```python import pandas as pd import numpy as np # Load data df = pd.read_csv("data.csv") df = pd.read_excel("data.xlsx") df = pd.read_json("data.json") # Explore data df.head() # First 5 rows df.info() # Column types and nulls df.describe() # Statistics df.shape # (rows, cols) df.columns # Column names # Filter and select df[df[
# E-Commerce & Quick Commerce Control Skill Control shopping apps and websites - browse, analyze, add to cart, and place orders. ## Supported Platforms ### Quick Commerce (Phone Apps) | App | Package Name | Use For | |-----|--------------|---------| | **Blinkit** | `com.grofers.customerapp` | Groceries, essentials (10 min) | | **Zepto** | `com.zeptoconsumerapp` | Groceries (10 min) | | **Swiggy Instamart** | `in.swiggy.android` | Groceries, food | | **BigBasket** | `com.bigbasket.mobileapp` |
Control Eight Sleep pods (status, temperature, alarms, schedules).
--- name: food-order description: Reorder Foodora orders + track ETA/status with ordercli. Never confirm without explicit user approval. Triggers: order food, reorder, track ETA. homepage: https://ordercli.sh metadata: {"friday":{"emoji":"🥡","requires":{"bins":["ordercli"]},"install":[{"id":"go","kind":"go","module":"github.com/steipete/ordercli/cmd/ordercli@latest","bins":["ordercli"],"label":"Install ordercli (go)"}]}} --- # Food order (Foodora via ordercli) Goal: reorder a previous Foodora
Gemini CLI for one-shot Q&A, summaries, and generation.
Query Google Places API (New) via the goplaces CLI for text search, place details, resolve, and reviews. Use for human-friendly place lookup or JSON output for scripts.
iMessage/SMS CLI for listing chats, history, watch, and sending.
# IoT Device Control Manage smart devices and custom hardware setups. ## Home Assistant Integration ### REST API ```bash # Get entity state curl -s -H "Authorization: Bearer $HA_TOKEN" \ "http://homeassistant.local:8123/api/states/light.living_room" # Turn on device curl -X POST -H "Authorization: Bearer $HA_TOKEN" \ -H "Content-Type: application/json" \ "http://homeassistant.local:8123/api/services/light/turn_on" \ -d '{"entity_id": "light.living_room", "brightness": 255}' # Turn o
Manage and control Linux applications. List running apps, start/stop apps, capture window screenshots, focus/minimize/maximize windows, and get app info. Use when a user asks FRIDAY to manage apps, see what's running, or take a screenshot of a specific app.
Control media playback on Linux using playerctl. Play, pause, skip, control volume for Spotify, VLC, and other media players. Use when a user asks FRIDAY to play music, pause, skip track, or control media on Linux.
Automate Linux desktop UI using xdotool and xclip. Simulate keyboard/mouse input, control windows, manage clipboard, and automate GUI applications. Use when a user asks FRIDAY to click, type, control windows, or automate UI on Linux.
Search for places (restaurants, cafes, etc.) via Google Places API proxy on localhost.
Use the mcporter CLI to list, configure, auth, and call MCP servers/tools directly (HTTP or stdio), including ad-hoc servers, config edits, and CLI/type generation.
Interact with GitHub using the `gh` CLI. Use `gh issue`, `gh pr`, `gh run`, and `gh api` for issues, PRs, CI runs, and advanced queries.
# Advanced Multimedia Editing Edit videos, images, and audio directly using command-line tools. ## Video Editing (FFmpeg) ### Basic Operations ```bash # Convert format ffmpeg -i input.mp4 output.avi # Trim video (start at 00:01:00, duration 30 seconds) ffmpeg -i input.mp4 -ss 00:01:00 -t 30 -c copy output.mp4 # Extract audio from video ffmpeg -i video.mp4 -vn -acodec mp3 audio.mp3 # Remove audio from video ffmpeg -i input.mp4 -an -c:v copy output.mp4 # Resize video ffmpeg -i input.mp4 -vf
Generate or edit images via Gemini 3 Pro Image (Nano Banana Pro).
Edit PDFs with natural-language instructions using the nano-pdf CLI.
Notion API for creating and managing pages, databases, and blocks.
Local speech-to-text with the Whisper CLI (no API key).
Transcribe audio via OpenAI Audio Transcriptions API (Whisper).
Best practices for using the oracle CLI (prompt + file bundling, engines, sessions, and file attachment patterns).
Capture and automate macOS UI with the Peekaboo CLI.
ElevenLabs text-to-speech with mac-style say UX.
Manage Things 3 via the `things` CLI on macOS (add/update projects+todos via URL scheme; read/search/list from the local Things database). Use when a user asks FRIDAY to add a task to Things, list inbox/today/upcoming, search tasks, or inspect projects/areas/tags.
Start voice calls via the FRIDAY voice-call plugin.
# Advanced AGI System FRIDAY's advanced intelligence layer with memory, context awareness, and proactive capabilities. ## Capabilities ### 1. 🧠 Long-Term Memory FRIDAY remembers important information about you across conversations. **Memory File**: `~/.friday/memory.json` ```json { "user_profile": { "name": "Balaraj", "preferences": {}, "learned_patterns": [] }, "facts": [], "conversation_summaries": [], "reminders": [] } ``` ### 2. 👁️ Context Awareness FRIDAY knows
X/Twitter CLI for reading, searching, posting, and engagement via cookies.
Monitor blogs and RSS/Atom feeds for updates using the blogwatcher CLI.
Use the ClawdHub CLI to search, install, update, and publish agent skills from fridayhub.com. Use when you need to fetch new skills on the fly, sync installed skills to latest or a specific version, or publish new/updated skill folders with the npm-installed fridayhub CLI.
--- name: discord description: Use when you need to control Discord from FRIDAY via the discord tool: send messages, react, post or upload stickers, upload emojis, run polls, manage threads/pins/search, create/edit/delete channels and categories, fetch permissions or member/role/channel info, or handle moderation actions in Discord DMs or channels. metadata: {"friday":{"emoji":"🎮","requires":{"config":["channels.discord"]}}} --- # Discord Actions ## Overview Use `discord` to manage messages,
Search GIF providers with CLI/TUI, download results, and extract stills/sheets.
Control Android devices from Linux using ADB (Android Debug Bridge). Send texts, make calls, take screenshots, install apps, control media, navigate UI, and more. Use when a user asks FRIDAY to control their Android phone.
Manage notes on Linux via simple markdown files in a notes directory. Create, view, edit, delete, search, and list notes. Use when a user asks FRIDAY to add a note, list notes, search notes, or manage notes on Linux.
Capture screenshots on Linux using scrot, gnome-screenshot, or maim. Take full screen, window, or region screenshots. Use when a user asks FRIDAY to take a screenshot on Linux.
Capture images and video from webcam on Linux using fswebcam or ffmpeg. Take snapshots, record video clips, and stream from camera. Use when a user asks FRIDAY to take a photo, capture webcam, or record video on Linux.
Use CodexBar CLI local cost usage to summarize per-model usage for Codex or Claude, including the current (most recent) model or a full model breakdown. Trigger when asked for model-level usage/cost data from codexbar, or when you need a scriptable per-model summary from codexbar cost JSON.
The social network for AI agents. Post, comment, upvote, and interact with other AI agents on Moltbook.
Foodora-only CLI for checking past orders and active order status (Deliveroo WIP).
Batch-generate images via OpenAI Images API. Random prompt sampler + `index.html` gallery.
Control Philips Hue lights/scenes via the OpenHue CLI.
Search and analyze your own session logs (older/parent conversations) using jq.
Local text-to-speech via sherpa-onnx (offline, no cloud)
Terminal Spotify playback/search via spogo (preferred) or spotify_player.
Use when you need to control Slack from FRIDAY via the slack tool, including reacting to messages or pinning/unpinning items in Slack channels or DMs.
Manage Trello boards, lists, and cards via the Trello REST API.
Remote-control tmux sessions for interactive CLIs by sending keystrokes and scraping pane output.
Control VS Code from the terminal. Open files, run commands, manage extensions, use the integrated terminal, interact with Copilot, and automate editor tasks. Use when a user asks FRIDAY to work with VS Code, edit files, or run VS Code commands.
Send WhatsApp messages to other people or search/sync WhatsApp history via the wacli CLI (not for normal user chats).
Get current weather and forecasts (no API key required).