All Skills

Algorithmic decision tree for when to follow plan exactly vs when to report STOPPED - prevents scope creep and unauthorized deviations

Guidance for using the Google Play Developer CLI (flags, output formats, auth, pagination). Use when asked to run or design gpd commands for Play Console workflows.

Use when partner provides a complete implementation plan to execute in controlled batches with review checkpoints - loads plan, reviews critically, executes tasks in batches, reports for review between batches

Comprehensive guide for Hydra configuration management, hierarchical configs, experiment management, Optuna integration, and Lightning integration patterns

FigJam plugin development workflow. Use when working on plugin code (code.ts, ui.ts), debugging WebSocket communication, or building the plugin.

# Feature Specification Skill Generate structured feature specifications with Business Rules (BR), User Stories (US), and Acceptance Criteria (AC). ## When to Use This Skill Use this skill when the user wants to: - Document project features systematically - Extract feature specifications from exi

Toolkit for interacting with and testing local web applications using Playwright. Supports verifying frontend functionality, debugging UI behavior, capturing browser screenshots, and viewing browser logs.

Security practices for AI agent packaging, distribution, and runtime. Use when the user mentions: agent security, API key management, secrets management, model integrity, MCP security, MCP permissions, supply chain security, code signing agents, agent threats, prompt injection config, secure agent install, agent audit, security checklist, signing binaries, notarization, keychain, credential management

Bootstrap and configure servers for Docker deployments - install Docker, set up Caddy reverse proxy, create deploy user, and configure unattended upgrades. Triggers on phrases like "bootstrap a server", "set up a server", "configure a server", "install Docker", "set up Caddy", "update deployer".

Manage the MCTS prompt dataset with CRUD operations, import/export, and reset functionality. Use for viewing, editing, backing up, and restoring prompt templates.

--- name: infralead description: Infrastructure orchestrator. Infrastructure Lead coordinates DevOps and DBA for CI/CD, cloud, containers and database management. Leads platform and operations. Reports to CTO. Use when: (1) Infrastructure strategy or platform architecture needed, (2) CI/CD pipelin

Update mechanisms and distribution strategies for AI agents and automations. Use when the user mentions: update agent, upgrade agent, agent versioning, semantic versioning agents, auto-update, rollback agent, migration, breaking changes, distribute updates, agent release, MCP update, plugin update, docker update, npm update agent, pip upgrade agent, agent rollback, version pinning

Configure three-layer pre-commit system with linting, type checking, and testing hooks. Use for quality gate setup and code standards. Skip if pre-commit is optimally configured.

Setup development environment with modern Python tooling (uv/pixi), install dependencies, and configure development tools (ruff, ty, pytest). Use when setting up new ML projects, configuring environments, or installing dependencies.

Initialize a new ML research project using the ML Research template with PyTorch Lightning, Hydra, and modern Python tooling. Use when starting a new ML project from scratch.

Analyze Chromium-based browser artifacts using Hindsight to extract browsing history, downloads, cookies, cached content, autofill data, saved passwords, and browser extensions from Chrome, Edge, Brave, and Opera for forensic investigation.

Use this skill whenever a lawyer or mediator needs help analyzing a dispute for mediation purposes. This includes: reviewing case materials (pleadings, contracts, correspondence, evidence) to identify issues in dispute, summarizing each party's position and interests, conducting legal analysis of the key issues, proposing mediation strategies or settlement directions, and preparing for mediation sessions. Trigger this skill when the user mentions 'mediation', 'dispute analysis', 'settlement', 'dispute resolution', 'identify issues in dispute', 'party positions', 'mediation brief', 'case analysis for mediation', 'ADR', 'mediation preparation', 'caucus strategy', 'settlement options', or any request to analyze a conflict between two or more parties with the goal of finding resolution. Also trigger when the user uploads case files and asks for a structured breakdown of who wants what, what the core disagreements are, or how the case might settle. Even if the user doesn't explicitly say 'mediation', trigger when the context involves analyzing opposing positions in a dispute with a resolution-oriented (rather than litigation-oriented) goal.

Complete guide to packaging AI agents as MCP (Model Context Protocol) servers. Use when the user mentions: MCP, Model Context Protocol, MCP server, MCP tool, MCP resource, MCP prompt, claude desktop config, claude_desktop_config.json, stdio transport, streamable http, mcpb, desktop extension, mcp registry, smithery, mcp inspector, mcp sdk, mcp packaging, mcp distribution, mcp install, remote mcp, local mcp server, mcp environment variables, mcp config injection

Use when asked to profile Python code performance, identify bottlenecks, measure execution time, or analyze function call statistics.

Deploy applications and websites to Vercel. Use this skill when the user requests deployment actions such as "Deploy my app", "Deploy this to production", "Create a preview deployment", "Deploy and give me the link", or "Push this live". No authentication required - returns preview URL and claimable deployment link.

Guide for drafting privacy policies compliant with GDPR. Includes CNIL 2020 recommendations, a reference template, and best practices. Use when drafting or revising a privacy policy for a website or application.

--- name: azure-validate description: | Pre-deployment validation checkpoint. Run deep checks to ensure your application is ready for Azure deployment. Validates configuration, infrastructure, permissions, and prerequisites. USE FOR: validate my app, check deployment readiness, run preflight

Displays installed and project plugin versions with mismatch detection.

Packaging Python AI agents for distribution via PyPI, pip, uvx, and uv. Use when the user mentions: pypi agent, pip install agent, python package agent, uvx agent, uv publish, pyproject.toml agent, python cli agent, langchain package, crewai package, autogen package, mcp server python, python distribution, publish to pypi, python agent packaging, pip packaging, python entry point, python build, trusted publisher