AbdulSamad94

Documentation for the FastAPI backend, endpoints, and dependency injection.

Overview of the project's tech stack, directory structure, and architectural patterns.

Guide to using Better Auth for client and server-side authentication.

Validates and analyzes Docusaurus MDX chapters for structure, pedagogical quality, and component usage.

Details of the RAG Chatbot, including UI and backend logic.

Interaction with NeonDB Postgres using Drizzle ORM.

Knowledge of the Vercel deployment pipeline, hybrid build scripts, and environment configuration.

Code quality standards, linting rules, and CI/CD principles.

Update the AI Employee Dashboard with current status, recent activity, and business metrics. Use after processing any tasks, at the end of every reasoning loop, when the user says "update dashboard", "show status", "what's happening", or on every scheduled run.

Draft professional email replies and create email approval requests. Use when an EMAIL_*.md file exists in Needs_Action/, when the user says "reply to this email", "draft an email", "respond to [person]", or when a task requires sending an email communication.

Draft professional email replies and create email approval requests. Use when an EMAIL_*.md file exists in Needs_Action/, when the user says "reply to this email", "draft an email", "respond to [person]", or when a task requires sending an email communication.

Skill for generating the "Monday Morning CEO Briefing". Runs weekly to audit bank transactions, business tasks, and social media metrics to report revenue and bottlenecks.

Skill for interacting with Odoo Accounting ERP through the Odoo MCP server to post invoices, check balances, and retrieve financial data.

Skill for drafting and posting content to Facebook, Instagram, and Twitter (X) and retrieving summaries and metrics.

Human-in-the-Loop approval workflow. Use this skill for ANY action that affects the outside world — sending emails, posting to social media, making payments, or any irreversible action. Also use when uncertain about what to do. Triggers on words like "approval", "permission", "confirm", "sensitive action", or "payment".

Draft and schedule LinkedIn posts to generate business leads and build professional presence. Use when the user says "write a LinkedIn post", "post on LinkedIn", "create content", "share on LinkedIn", or when a completed project or milestone should be announced. Also triggers on weekly scheduled post days.

Creates detailed character profiles including backstory, personality traits, motivations, relationships, and character arcs. Use when the user needs help developing compelling, multi-dimensional characters for their story.

Analyzes prose for grammar errors, style inconsistencies, clarity issues, and readability problems. Provides specific suggestions for improvement while preserving the author's unique voice. Use when the user needs help polishing their writing, improving clarity, or maintaining consistent style.

Analyzes narrative plot points, timelines, and story events to identify inconsistencies, plot holes, continuity errors, and pacing issues. Use when the user needs help ensuring their story remains logically consistent and well-paced.

Assists authors in researching topics, verifying facts, and ensuring accuracy in their writing. Particularly useful for historical fiction, non-fiction, science fiction, and any genre requiring real-world accuracy. Use when the user needs help with research or fact-checking.

Guides and best practices for working with Neon Serverless Postgres. Covers setup, connection methods, branching, autoscaling, scale-to-zero, read replicas, connection pooling, Neon Auth, and the Neon CLI, MCP server, REST API, TypeScript SDK, and Python SDK. Use when users ask about "Neon setup", "connect to Neon", "Neon project", "DATABASE_URL", "serverless Postgres", "Neon CLI", "neon", "Neon MCP", "Neon Auth", "@neondatabase/serverless", "@neondatabase/neon-js", "scale to zero", "Neon autoscaling", "Neon read replica", or "Neon connection pooling".

OpenAI Agents SDK (Python) development. Use when building AI agents, multi-agent handoffs, function tools, guardrails, sessions, streaming, or tracing with the `openai-agents` / `agents` Python package — including Azure OpenAI via LiteLLM. Triggers on imports from `agents`, uses of `Runner.run_sync`/`Runner.run_streamed`, `@function_tool`, `AgentOutputSchema`, `SQLiteSession`, or questions about the openai-agents-python SDK.

OpenAI Agents SDK (Python) development. Use when building AI agents, multi-agent handoffs, function tools, guardrails, sessions, streaming, or tracing with the `openai-agents` / `agents` Python package — including Azure OpenAI via LiteLLM. Triggers on imports from `agents`, uses of `Runner.run_sync`/`Runner.run_streamed`, `@function_tool`, `AgentOutputSchema`, `SQLiteSession`, or questions about the openai-agents-python SDK.