Portfolio Resume Job Search Automation Prompts
Portfolio Resume Job Search Automation Prompts
Source: portfolio-resume-job-search-automation-prompts.md (ingested 2026-03-28)
Portfolio (meshal.ai) + resume + notion/sync/updated/automation/side-ops
Turn my GitHub repos, deployed apps, and research interests into a polished one-page interactive portfolio that explains what I build, how the systems connect, and what roles I'm targeting. Add a subtle animated graph of projects, a recruiter-friendly version of my story, and deploy it somewhere simple so I can share it in outreach this month.
Build an application war room that acts like a modern ATS, recruiter, and first-round interviewer all at once. Let me paste a job description and my current resume, then score keyword match, flag generic AI-written bullets, rewrite them with measurable impact, and generate a tailored version that still sounds like me. After that, run a mock interview with role-specific follow-ups and produce 8 story-based answers using STAR, plus a one-page interview cheat sheet. Output a dashboard with exportable resumes, cover letters, and interview notes.
For the next 10 days, scan LinkedIn Jobs, Indeed, Hugging Face Careers, Turing, and Micro1 at 8am and 4pm for remote AI/ML, computational science, and research roles with senior compensation signals. De-duplicate the listings, score them against my background, and only send me the top 15 with direct links and a one-line reason each is worth applying to.
Take Slack’s new MCP server and Real-Time Search API as proof that work apps are becoming queryable in real time. (slack.com) Build me a personal operations dashboard that connects Slack, Notion, docs, and calendar data, reconstructs how my week actually gets spent, and highlights repeated interruptions, meetings without outputs, unanswered decisions, and projects losing momentum. Give me a daily feed of what needs a reply, what can be delegated, and what is just noise, with one-click drafts for follow-ups and status updates. Deploy it as a web app I can use as my command center.
Every morning, monitor new openings at Google, Meta, Amazon, Apple, Netflix, Microsoft, and adjacent AI companies, then match them against my resume and preferred stack. Tell me which roles opened in the last 24 hours, what skills keep recurring, how the bar is shifting toward AI literacy, and which 3 applications deserve my best effort today. Send me a tight briefing plus tailored bullets I can paste into each application.
Set up an automated workflow that triggers on a schedule or event and sends updates to my email or Slack so I do not have to check manually
Business plans/profit and non-profit/etc.
Write me a complete business plan document covering executive summary, market analysis, go-to-market strategy, financials, and team, and export it as a shareable PDF. Find potential early customers for my startup, figure out how to reach them, and draft a cold outreach message I can send today. Write me a compelling one-page investor pitch and tell me what questions I should be ready to answer. Tell me how big the market is for my business idea, who the main players are, and whether it is worth pursuing. Create a full pitch deck for my startup with slides for problem, solution, market size, business model, traction, and ask, ready to present. Build a dashboard that tracks my most important business metrics and keeps it updated.
Platform/app/etc. developemnt
Turn my idea into a functional prototype, deploy it somewhere shareable, and tell me what to build next. Build me a web app with user authentication, a database, and a clean UI, deploy it live, and walk me through the architecture. Build me a working landing page for my product that I can share with potential customers today. Create a mobile app prototype for my idea and walk me through what was built
Morphism (governance, anti-drift, anti-hallucination, etc.)
Design and implement a comprehensive naming convention enforcement system that operates as both a pre-commit hook and an integrated CI pipeline stage to guarantee all code artifacts file names function classes variables branch names and commit messages conform to organizational governance policies and standards. The system must actively prevent submission of non-compliant content by blocking commits at the local hook level and terminating CI builds with detailed failure messages when violations are encountered. Configure validation rules to cover lowercase-kebab-case for branch names conventional-commit-format for commit messages PascalCase or camelCase for code identifiers snake_case for files and additional organization-specific naming patterns as required. Implement clear actionable error output that identifies the exact violation location rule violated and provides step-by-step remediation instructions so developers can quickly correct issues. Integrate the validation engine with Git hooks managed through Husky or similar frameworks and CI platforms such as GitHub Actions GitLab CI or Jenkins to execute governance checks on every push and pull request. Establish centralized configuration through a dedicated governance config file committed to the repository enabling version-controlled rule management. Generate compliance reports and dashboards showing naming convention adherence metrics across the codebase. Ensure the validation system supports auto-remediation where feasible and provides exclude patterns for legitimate exceptions while maintaining full audit trails of all validation events throughout the development lifecycle.
Write me a complete startup plan document covering executive summary, market analysis, go-to-market strategy, financials, and team, and export it as a shareable PDF. Research my top competitors and give me a full breakdown of their pricing, positioning, and where I have room to differentiate. Build me a financial model in a spreadsheet with revenue projections, costs, and runway, and explain the assumptions behind each number.Find potential early customers for my startup, figure out how to reach them, and draft a cold outreach message I can send today. Write me a compelling one-page investor pitch and tell me what questions I should be ready to answer. Tell me how big the market is for my business idea, who the main players are, and whether it is worth pursuing. Create a full pitch deck for my startup with slides for problem, solution, market size, business model, traction, and ask, ready to present. Research a company I want to partner with, figure out what they would care about, and draft a partnership proposal I can send to them
Build an internal workflow management tool for my team with the following features: a form builder for creating and submitting workflow requests with customizable fields and validation rules, a data table view to display and manage all workflow items with sorting, filtering, search, pagination, and inline editing capabilities, and basic automation rules including automatic status updates, email notifications to relevant stakeholders, and task assignment routing based on predefined triggers and conditions. Deploy the application to a cloud platform accessible to all team members via web browser with proper user authentication, role-based permissions for different access levels, and a clean, intuitive interface suitable for non-technical users. Include dashboard analytics showing workflow metrics, due date tracking, and the ability to generate reports
Test the web app with user authentication, a database, and a clean UI, deploy it live, and walk me through the architecture. Then test the a working landing page for my product that I can share with potential customers today, and ensure meshal.ai/morphism has correct info as well (do same for other pages in meshal.ai where morphism appears). Then, create a mobile app prototype for morphism and walk me through what was built to test each step.
Create a comprehensive live agent autonomy versus control simulator that integrates findings from the most recent academic papers on agent security published in 2024-2025 alongside the latest releases from GitHub Copilot Agent, Cursor Agent, and other leading autonomous agent frameworks. Build an interactive web-based simulation platform that allows users to dynamically toggle and configure agent capabilities including but not limited to web browsing and HTTP requests, shell and code execution environments, persistent and ephemeral memory systems, multi-step approval workflows, Model Context Protocol tool integrations, and various sandboxing levels ranging from none to full containerization. For each configuration permutation, the simulator must calculate and visualize the expanded attack surface, document observable failure modes, and propose a minimum viable safe architecture that balances functionality with security. The platform should provide concrete implementation patterns for three distinct agent architectures: LangChain and LangGraph-based agents using LCEL and state machines, Microsoft AutoGen and similar multi-agent frameworks, and MCP-powered agents leveraging the Model Context Protocol for tool orchestration. For each architecture, demonstrate how the same capability toggles manifest differently in terms of security posture and failure characteristics. Incorporate a comprehensive red-team simulation module featuring executable scenarios for prompt injection attacks including indirect injection through tool outputs, tool poisoning through compromised or malicious tool definitions, memory corruption through adversarial context manipulation, chain-of-thought extraction, tool call manipulation, authorization bypass, and multi-agent collusion detection. Each red-team scenario should include attack vectors, prerequisites, exploitation steps, and mitigation strategies. Deploy the simulator as a fully interactive single-page application with real-time visualization of agent decision trees, capability matrices, and security boundaries. Include a downloadable section with reference architectures in multiple formats including Terraform for infrastructure-as-code, Kubernetes manifests for deployment, and architectural diagrams in multiple formats. The system should generate risk assessment reports, provide side-by-side comparisons of security profiles across different agent implementations, and offer prescriptive hardening guidance based on the selected capability configuration. The website must support scenario saving, configuration sharing, and export functionality for security audits and compliance documentation. Build a dashboard that tracks my most important business metrics and keeps it updated.