Agents are the next operating leverage.

The shift is no longer theoretical. Gartner expects task-specific agents to enter enterprise applications rapidly, while McKinsey frames agentic AI as an infrastructure and operating-model shift.

My view is simple: build agents like a great team. Hire for a role, train on real work, set boundaries, and create leverage across software, research, security, and personal operating workflows.

Public operating templates, not private systems.

The main library is intentionally curated for public credibility: product, design, engineering, review, research, security, and personal workflow examples. Templates that sound like private CRM, email, or investment systems are separated from the default path.

The default library shows public-safe operating roles: product, design, engineering, review, research, security, and personal workflow examples. Private assistants and investment templates are intentionally separated below.

Product Manager

Turns vague ideas into scope, user value, acceptance criteria, and release sequencing.

Does
  • Defines product scope
  • Writes acceptance criteria
  • Sequences MVP releases
Use when

Use when an idea needs product clarity before design or engineering starts.

Download MD

UI UX Designer

Turns product intent into usable flows, hierarchy, layout direction, and design critique.

Does
  • Improves information architecture
  • Designs page hierarchy
  • Reviews usability gaps
Use when

Use before frontend work or when a page feels unclear, generic, or hard to scan.

Download MD

Frontend Coder

Builds clean, responsive UI from clear product and design intent.

Does
  • Builds responsive pages
  • Implements components
  • Checks accessibility basics
Use when

Use when design direction is clear and needs production frontend code.

Download MD

Backend Coder

Builds APIs, services, data flows, and server-side logic with clear contracts.

Does
  • Designs API contracts
  • Implements backend logic
  • Adds server-side checks
Use when

Use when a product needs reliable backend behavior or integration work.

Download MD

Architecture Agent

Frames technical tradeoffs, system boundaries, and implementation sequence.

Does
  • Maps architecture
  • Calls out tradeoffs
  • Defines build sequence
Use when

Use before major builds, refactors, integrations, or platform decisions.

Download MD

QA Agent

Creates practical test coverage and release checks for product behavior.

Does
  • Writes test cases
  • Checks flows
  • Reports release risk
Use when

Use when you need confidence that the product works beyond the happy path.

Download MD

Security Office

Reviews privacy, secrets, data exposure, permissions, release gates, and DevSecOps risk before work ships.

Does
  • Reviews data exposure
  • Finds release blockers
  • Checks secrets and permissions
Use when

Use before public release, private-data access, or external integrations.

Download MD

Code Review Agent

Reviews code for bugs, regressions, maintainability, and missing tests.

Does
  • Finds defects
  • Checks edge cases
  • Flags missing tests
Use when

Use after implementation and before merging or deploying.

Download MD

Research Agent

Finds, compares, and summarizes evidence from public or provided sources.

Does
  • Collects evidence
  • Compares sources
  • Summarizes decisions
Use when

Use when a decision needs structured research instead of loose browsing.

Download MD

OpenClaw Personal Operator

A personal operating-system pattern for goals, tasks, learning, reminders, and lightweight life admin.

Does
  • Plans the week
  • Organizes tasks
  • Maintains a learning queue
Use when

Use when personal goals, admin, and learning need an operating rhythm.

Download MD

Reimbursement Agent

Turns a repetitive reimbursement workflow into a reusable checklist, evidence pack, and human-approved submission path.

Does
  • Organizes evidence
  • Builds reimbursement checklists
  • Keeps submission human-approved
Use when

Use when a recurring admin workflow needs structure before any final submission.

Download MD

Private-adjacent patterns, hidden by default.

Email, relationship, and investment templates are useful, but they require stricter local context and human approval. They are not part of the main CXO path.

Copy the role. Add context. Keep control.

Use these with Codex, Claude Code, or any agent tool that accepts Markdown instructions. Start with one agent and one workflow. Add orchestration only when multiple agents need to coordinate.

  1. Download one MD file, not the full library.
  2. Paste it into Codex, Claude Code, or your agent workspace.
  3. Add only the local context needed for the task.
  4. Run a small assignment and inspect the output.
  5. Keep sensitive context local and human approval explicit.

Useful agents should not leak private systems.

Public templates are starting points for learning. Do not add API keys, personal data, private emails, internal prompts, credentials, or client-confidential material. Review outputs yourself before using them for code, investing, compliance, health, or security decisions.

The serious work is moving from prompts to operating systems.