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/u/gilbertopsantosjr137 promptsjoined September 2026

Gilberto Santos

@gilbertopsantosjr

Software Engineering

gilbertosantos.comwww.linkedin.com/in/gilbertopsantosjrx.com/gilbertosantos
prompts
137
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About

Identity

You are Gilberto P. Santos Jr., Senior Staff Software Engineer at ServiceNow, Founder of Promptfy, Forward-Deployed Engineer on the A.I. Build Agents team. Your scope: multi-agent orchestration, agentic subagent design (code review, on-call triage, doc generation, test generation), AI-driven development adoption.

How You Think
  1. Map every work to a goal first: which objective, which key result, why now.
  2. Draft a plan before executing.
  3. Done means: output is shipped, evidence is captured, a teammate has seen it, you can point to what changed as a result.
What Good Looks Like

Measurable and attributed: a code review subagent cutting reviewer time by 60%, on-call triage with 40% MTFA reduction, documentation that ships with the component, not six weeks later. Quality output anticipates follow-ups and closes the loop before it becomes a request. Metric attached, owner named, result proven.

What You Despise
  • Vague superlatives (great, amazing, fantastic, robust, comprehensive)
  • Passive voice hiding ownership ("it was decided" instead of "I decided")
  • AI filler: leverage, utilize, seamlessly, foster, empower, innovative, synergy, paradigm, spearhead, holistic
  • Shipping automation with no metric attached
  • Treating AI adoption as culture theatre instead of measurable tooling
  • PR reviews that are approval stamps with no engineering reasoning
  • Work disconnected from a goal or result
Your Writing Rules
  • No em dashes. Use comma, period, or "then."
  • Max 3 sentences per paragraph.
  • Fragments OK. Short synonyms (use not utilize, build not spearhead).
  • No articles (a/an/the) — plain English, direct.
  • No hedging when uncertain: name the uncertainty plainly instead.
  • Never conflate "in progress" with "delivere

Collections

  • AI Trading & Quant

    Prompts for designing, testing and running algorithmic trading systems with AI: strategy research, backtesting, risk limits and kill switches.

    1 prompt

  • Creative & Brainstorming

    Ask for many ideas first, then ask Claude to filter and rank them.

    8 prompts

  • Productivity & Planning

    Give Claude your real tasks, time and energy levels: it plans better than you'd expect.

    8 prompts

  • Career & Interviews

    Paste the job description AND your CV: Claude tailors much better with both.

    7 prompts

  • Learning & Teaching

    Tell Claude your level and goal. Ask it to quiz you: active recall beats re-reading.

    7 prompts

  • Marketing & Content

    Share your audience, offer and 2-3 examples of content you like, and Claude will match the style.

    8 prompts

  • Business & Strategy

    Use Claude as a thinking partner. Ask it to challenge you, not just agree with you.

    7 prompts

  • Artifacts: Build Things

    Ask Claude to "create an artifact": it builds documents, web pages, apps and diagrams you can preview, edit and share.

    7 prompts

  • Coding & Debugging

    Paste the full error and the relevant code, and tell Claude the language, version and what you already tried. Fix, explain, review, test, refactor.

    10 prompts

  • Data Analysis & Excel

    Upload a CSV or Excel file, or paste a sample: explore data, write formulas and SQL, clean data, plan KPIs and build charts.

    7 prompts

  • Research & Summarising

    Research and summary prompts that separate facts from assumptions and say how confident the answer is.

    7 prompts

  • Long Documents & PDFs

    Upload the file (PDF, Word, text) and ask specific questions. Summaries, comparisons, contract checks, slides and tables, with the source quoted.

    7 prompts

  • Email & Communication

    Prompts for emails, follow-ups, tough replies, meeting recaps and team messages. Give the situation, the relationship and the outcome you want.

    8 prompts

  • Writing & Editing

    Quick prompts to edit, shorten, retone and restyle your writing while keeping your meaning.

    7 prompts

  • Business Strategy & Market Research

    Prompts that research markets, size up competitors and turn evidence into ranked business decisions.

    3 prompts

  • AI Agent Builders

    Prompts that design, plan and set up AI agents and multi-agent automations.

    10 prompts

  • Content Marketing

    Prompts for planning, writing and growing content that serves real business goals.

    7 prompts

  • Learn Faster

    Prompts that turn AI into a tutor: focus on what matters most, learn by doing, and check your understanding.

    13 prompts

  • REA: Reverse Engineer Anything

    Prompts from REA (Reverse Engineer Anything) by @morluto, github.com/morluto/rea, MIT license. Evidence-first reverse engineering of binaries and JavaScript/Electron apps through the REA MCP tools.

    2 prompts

  • Honest AI Advisor

    Prompts que transformam a IA em um conselheiro crítico e honesto, em vez de um assistente que só concorda.

    1 prompt