abx-strategy
This skill should be used when the user needs to build Account-Based Everything (ABX) GTM strategies for complex B2B sales. Use when working on ABM strategy, ICP scoring, messaging architecture, product launches, or pipeline acceleration for companies with fewer than 500 accounts, $100K+ deals, and 6+ month sales cycles.
product-architect
Complete product development system with 31 specialized agents and 23 frameworks. Use when user asks to build a product, write a PRD, create a roadmap, plan an MVP, design an app, do a security audit, create a financial model, plan hiring, launch a product, set up operations, prepare for IPO, or write a compliance policy. Also triggers on help me plan, product strategy, go-to-market, fundraising, pitch deck, unit economics, competitive analysis, user personas, sprint planning, SOP, checklist for, or how do I start a company. Do NOT use for general knowledge questions, coding tutorials, or creative writing unrelated to product development.
Assembly Reflection Tools Workflow
> **â ï¸ IMPORTANT**: Before using any F8Framework features, you **MUST** formally initialize the framework. Ensure `ModuleCenter.Initialize(this);` and all required modules (e.g. `FF8.Message = ModuleCenter.CreateModule<MessageManager>();`) are instantiated in the launch sequence (e.g. `GameLaunc
/train â Launch a PPO Training Run
Parse the user's request from `$ARGUMENTS` and construct a training command.
Craft Gtm Mcp
8 strategic GTM tools: PMF, Launch, Interviews, Retention, Partners, Crisis, Competitive Intel
Ultimate Ebook Publishing Skill
Covers the complete lifecycle: write â format â convert â publish â distribute â launch. Includes ebooks, print-on-demand, and AI-narrated audiobooks.
launch
Launch and automate VS Code (Code OSS) using agent-browser via Chrome DevTools Protocol. Use when you need to interact with the VS Code UI, automate the chat panel, test UI features, or take screenshots of VS Code. Triggers include 'automate VS Code', 'interact with chat', 'test the UI', 'take a screenshot', 'launch Code OSS with debugging'.
Io.Github.Lordbasilaiassistant Sudo/Base Token Sniper
MCP server to discover and trade new token launches on Base chain.
bg3-steam-launcher
Launch Baldur's Gate 3 through Steam on macOS and load saved games using macos-automator and peekaboo MCP servers. Designed for testing bg3se-macos (Script Extender) development. Use when: (1) launching BG3 from Steam, (2) loading a BG3 saved game, (3) testing SE mod injection, (4) user asks to "start BG3", "load my BG3 save", "play Baldur's Gate", "test the script extender". Requires macos-automator and peekaboo MCP servers installed with accessibility permissions.
robot-bringup
Patterns and best practices for bringing up a complete ROS2-based robotics system on a robot's onboard computer, including systemd services, launch file composition, ordered startup, and production monitoring. Use this skill when configuring a robot to start ROS2 nodes on boot, writing systemd unit files for ROS2 launch, composing layered launch files for full robot stacks, setting up watchdog monitoring, configuring udev rules for deterministic device naming, or debugging boot-time race conditions. Trigger whenever the user mentions robot bringup, robot startup, systemd for ROS2, ROS2 on boot, launch file composition, robot boot sequence, udev rules for cameras or serial ports, watchdog for robot systems, automatic restart for ROS2 nodes, network configuration for multi-machine ROS2, log rotation for robots, graceful shutdown of robot stacks, or SSH-based remote debugging of robots. Also trigger for environment setup in systemd (sourcing workspaces), ordered startup with health checks, deterministic device naming, or any discussion of running ROS2 systems as long-running production services. Covers systemd on Ubuntu 22.04/24.04 with ROS2 Humble, Iron, and Jazzy.
macos
Control macOS via AppleScript/osascript. Manage windows (move, resize, tile), apps (launch, quit, focus), system (volume, dark mode, notifications), Spotify, browsers, Calendar, Reminders, Finder, and clipboard. Use when the user asks to control their Mac, arrange windows, manage apps, or interact with native macOS features.
auto-experiment
Launch an autonomous THINKâEXECUTEâREFLECT experiment loop on a GPU project
remote-task
Launch a Claude task on a remote kube-coder workspace, check task status, or attach to a running session. Use when the user wants to send work to a remote workspace pod.
sidecar
Spawn conversations with other LLMs (Gemini, GPT, ChatGPT, Codex, o3, DeepSeek, Qwen, Grok, Mistral, etc.) and fold results back into your context. TRIGGER when: user asks to talk to, chat with, use, call, or spawn another LLM or model; user mentions Gemini, GPT, ChatGPT, Codex, o3, DeepSeek, Claude (as a sidecar target), Qwen, Grok, Mistral, or any non-current model by name; user asks to get a second opinion from another model; user wants parallel exploration with a different model; user says "sidecar", "fork", or "fold". CRITICAL RULES: (1) ALWAYS launch sidecar CLI commands with Bash tool's run_in_background: true. Never run sidecar start/resume/continue in the foreground. (2) The fold summary returns on stdout when the user clicks Fold in the GUI or the headless agent finishes. Use TaskOutput to read it when the background task completes. (3) Use --prompt for the start command (NOT --briefing). --briefing is only for subagent spawn. (4) NEVER use o3 or o3-pro unless the user explicitly asks for it by name. These models are extremely expensive ($10-60+ per request). If the user asks for o3, warn them about the cost before proceeding. Default to gemini for most tasks. (5) When the user asks to query MULTIPLE LLMs simultaneously (e.g., "ask Gemini AND ChatGPT", "compare Gemini vs GPT"), ALWAYS use --no-ui (headless) for all of them unless the user explicitly requests interactive. Opening multiple Electron windows at once is disruptive. Launch them all in parallel with run_in_background: true.
ros2-engineering-skills
TRIGGER when the user: writes or reviews ROS 2 nodes (rclcpp/rclpy), creates packages (colcon/ament), edits launch files (.launch.py), configures QoS or DDS, writes URDF/xacro, implements ros2_control hardware interfaces or controllers, sets up Nav2/MoveIt 2 pipelines, processes sensor data (camera/LiDAR/PCL), works with Gazebo/Isaac Sim, configures SROS2 security, develops micro-ROS firmware, manages multi-robot fleets (Open-RMF), debugs with ros2 doctor/rosbag2, deploys via Docker/cross-compilation, or migrates from ROS 1. DO NOT TRIGGER for general C++/Python questions unrelated to ROS 2, non-robotics middleware, or web/mobile development tasks.
Turbopentest
AI-powered penetration testing. Launch scans, review findings, download reports.
Celestial Node
Real-time space data — ISS tracking, rocket launches, space news, Mars weather, and more
commission
This skill should be used when the user asks to "commission a workflow", "create a workflow", "design a workflow", "launch a workflow", or wants to interactively design and generate a plain text workflow with stages, entities, and a first-officer agent.
analytics-setup
When the user needs to set up product analytics, event tracking, or says 'set up analytics,' 'add tracking,' 'GA4,' 'Mixpanel,' 'PostHog,' 'Amplitude,' 'what events should we track,' 'conversion tracking,' 'funnel tracking,' or is launching a product and needs to instrument it for data collection.
agent-deck
Terminal session manager for AI coding agents. Use when user mentions "agent-deck", "session", "sub-agent", "MCP attach", "git worktree", or needs to (1) create/start/stop/restart/fork sessions, (2) attach/detach MCPs, (3) manage groups/profiles, (4) get session output, (5) configure agent-deck, (6) troubleshoot issues, (7) launch sub-agents, or (8) create/manage worktree sessions. Covers CLI commands, TUI shortcuts, config.toml options, and automation.
Token Launching
Launch memecoins on Base via Flaunch. Choose between the gasless API for simplicity or the SDK for programmatic control.
Real Real Genuine
Agent-native fashion marketplace. Browse, design, purchase NFTs, launch brands on Base.
skeleton
Understand the overall structure and architecture of a codebase. Extracts all type declarations, method signatures, properties, and inheritance relationships into a compact skeleton. Use when user asks about project architecture, says "show me the structure", wants to explore an unfamiliar codebase, or is planning multi-module changes. Also use before launching an Explore agent to give it a structural map.
Content Launch Kit
Creates a complete content package from a topic: blog post, social media variants, and tone review.
Launch Engine
Business Execution OS — Full pipeline from idea to revenue for solo founders.
meteora-launch
Launch tokens and manage liquidity on Meteora (Solana DeFi). Use for: creating token bonding curves (DBC), setting up AMM pools (DAMM v1/v2), concentrated liquidity pools (DLMM), alpha vaults, presale vaults, adding/removing liquidity, claiming fees, and token migrations. Triggers on: Meteora protocol operations, Solana token launches, DeFi pool creation, liquidity management, bonding curve setup, and any meteora-invent CLI usage.
0-to-1-launch
Launch new products from idea to first customers. Use when launching products, finding early adopters, building launch week playbooks, diagnosing why adoption stalls, or learning that press coverage does not equal growth. Includes the three-layer diagnosis, the 2-week experiment cycle, and the launch that got 50K impressions and 12 signups.
sv
This skill should be used when the user invokes `/sv` or asks to "hand this off to sandvault", "continue in the sandbox", "sandvault this task", or to clone the current repo into a sandboxed Claude session with per-repo deploy-key access. Writes a task briefing to the sandvault shared workspace and launches `sv-clone` in a new terminal window, pointing the sandboxed Claude at the briefing as its first prompt.
swarm-iosm
Orchestrate complex development with AUTOMATIC parallel subagent execution, continuous dispatch scheduling, dependency analysis, file conflict detection, and IOSM quality gates. Analyzes task dependencies, builds critical path, launches parallel background workers with lock management, monitors progress, auto-spawns from discoveries. Use for multi-file features, parallel implementation streams, automated task decomposition, brownfield refactoring, or when user mentions "parallel agents", "orchestrate", "swarm", "continuous dispatch", "automatic scheduling", "PRD", "quality gates", "decompose work", "Mixed/brownfield".
xr-compose-tool
Launching, stopping, or managing xr-compose-based XRd labs, running commands/logs via the just wrapper, or working with docker-compose.xr.yml topology files.
audit-context
Evaluates ambient context artifacts (CLAUDE.md, memory, local skills, settings hooks) for compatibility with swarm governance. Returns a classified report so users can address interference before launching a team.
Io.Github.LinuxSuRen/Atest Mcp Server
Auto-download & launch https://github.com/LinuxSuRen/atest-mcp-server
convoy
The definitive guide for working with gastown's convoy system -- batch work tracking, event-driven feeding, stage-launch workflow, and dispatch safety guards. Use when writing convoy code, debugging convoy behavior, adding convoy features, testing convoy changes, or answering questions about how convoys work. Triggers on convoy, convoy manager, convoy feeding, dispatch, stranded convoy, feedFirstReady, feedNextReadyIssue, IsSlingableType, isIssueBlocked, CheckConvoysForIssue, gt convoy, gt sling, stage, launch, staged, wave.
10x-eval-model
Set up and run benchmark evaluations for new LLM models in the 10xBench project. Use when the user wants to add a new model to the benchmark, prepare evaluation directories, update metadata, or launch evaluation runs. Triggers on phrases like "eval model", "add model to benchmark", "run benchmark for [model]", "evaluate [model-name]", "set up [model] for eval", or any request involving adding a new model to the Przeprogramowani.pl benchmark pipeline.
experiment-execution
Execute AI/ML experiments locally or remotely with environment, runtime, and logging controls. Prefer invoking via research-workflow. TRIGGER when: user asks to run/launch/start/resume/monitor a training job, evaluation, or benchmark, or a plan is ready for execution, or experiment needs rerun/recovery. DO NOT TRIGGER when: research investigation only (use deep-research), planning without execution (use research-plan), or env setup without launch (use project-context).
agent-cli-dev
Spawns AI coding agents in isolated git worktrees. Use when the user asks to spawn or launch an agent, delegate a task to a separate agent, or parallelize development across features. Only create a worktree without starting an agent if the user explicitly wants setup only.
browser-cdp
Use this skill when you need to control a Chrome browser via CDP (Chrome DevTools Protocol) to reuse existing login sessions. Covers: launching Chrome in debug mode, opening URLs, waiting for page load, evaluating JavaScript, taking snapshots, and extracting auth tokens. Trigger phrases: browser automation, CDP, agent-browser, æµè§å¨æä½, æä½æµè§å¨, Chrome CDP, å¤ç¨ç»å½æ, extract token from browser.
Io.Github.1lystore/Mcp Server
MCP server for 1ly.store — buy/sell APIs and launch tokens on Bags.fm with USDC & $1LY.
benchmarking-cairo
Use when profiling Cairo functions, measuring step counts, analyzing resource usage, generating call-graph PNGs, or launching pprof to visualize Cairo execution traces
Io.Github.Lordbasilaiassistant Sudo/Obsd Launchpad
MCP server for AI agents to deploy tokens on Base. One command launch, earn OBSD forever.
driving-claude-code-sessions
Use when acting as a project manager that delegates tasks to other Claude Code sessions - launch workers, assign them work, monitor progress, review their tool calls, and collect results
jdb-debugger
Debug Java applications in real time using JDB (Java Debugger CLI). Attach to running JVMs or launch new ones under JDB, set breakpoints, step through code, inspect variables, analyze threads, and diagnose exceptions. Use when debugging Java programs, investigating runtime behavior, or diagnosing production issues on JVMs with JDWP enabled.
About Markifact
[Markifact](https://www.markifact.com) is a full performance-marketing **management + reporting** platform. Its remote MCP server at `https://api.markifact.com/mcp` exposes **300+ operations** that let you run accounts end-to-end: launch campaigns, edit creatives, manage audiences, rotate ads, sweep
check-permissions-mode
Check whether the current Claude session was launched with --dangerously-skip-permissions. Run `ps aux`, find the claude process, and report yes/no.
awrshift
Adaptive decision framework â one dynamic flow with user checkpoints at every phase. Guides from problem to solution through structured research, metrics, factcheck, and sandbox testing. Use when you face a non-trivial decision, need to research before building, plan a feature or experiment, evaluate trade-offs, or the user says 'awrshift', 'let's think this through', 'research first', 'experiment', 'investigate', 'what's the best approach', 'compare options'. Also trigger on: 'иÑÑледÑй', 'ÑазбеÑиÑÑ', 'пÑоанализиÑÑй', 'ÑкÑпеÑименÑ', or when starting any new project phase, migration, launch, or architecture decision. Do NOT use for simple tasks with clear instructions â just do those directly.
kiro-capture
Capture and analyze kiro-cli HTTPS traffic using mitmdump. Sets up mitmdump proxy, provides the kiro-cli launch command, then parses the capture log to generate individual API call files and a detailed analysis report. Use via /kiro-capture.
inference-server
Start and test the prime-rl inference server. Use when asked to run inference, start vLLM, test a model, or launch the inference server.