# Rob McQuade

> Operations leader in property management, founder of Bridging Main consultancy and Opsurant AI platform, health optimization enthusiast, tabletop gamer, and dog dad. Based in San Diego, CA.

## About

Rob McQuade has held a California real estate license for 23 years. Before property management, he spent more than a decade in real estate sales—homes, condos, new construction, resale, multifamily, commercial, and a K-12 school in the Tahoe National Forest. He founded and ran one of the largest weekly real estate industry forums in the Sacramento region for seven years and served on the board of the Sacramento Association of REALTORS. He then spent nearly a decade inside property management operations. He currently helps run operations at a mid-size regional property management company in Southern California, overseeing a portfolio of 7,000+ units across 200+ properties. He remains active in day-to-day operations by choice, grounding his consulting and product work in real-world experience.

He lives in San Diego with his partner Patrick (together 16 years) and their two rescue dogs, Manny and Milo.

## Ventures

- [Bridging Main](https://bridgingmain.com): Operational efficiency consultancy for property management companies. Services include operational enablement, telecom cost optimization, and AI enablement.
- [Opsurant](https://opsurant.com): AI-augmented operational knowledge management platform purpose-built for property management companies.

## Interests & Expertise

- Property management operations, process architecture, and documentation systems
- Health optimization and longevity research (rapamycin, low-dose naltrexone, metformin, DEXA scans, quarterly bloodwork, wearable health trackers)
- Tabletop RPGs and board games (D&D, modern tabletop games, Gen Con and San Diego Comic-Con attendee)
- AI and technology as operational tools (local AI workstation, agentic AI, multiple LLM platforms)
- Kaizen philosophy and Stoic philosophy (lifelong Stoic, admirer of Marcus Aurelius, reader of Ryan Holiday) applied to business and personal life
- LitRPG and science fiction/fantasy reading
- San Diego community (Balboa Park, local breweries, waterfront)

## Writing

Rob publishes articles on operational challenges in property management at [Bridging Main Insights](https://bridgingmain.com/insights/). Topics include operational assessments, SOP development, telecom cost optimization, AI adoption, and change management.

He is also writing *Built to Run: The Property Management Operations Playbook*, a practitioner's guide to assessing, building, and sustaining operational systems for property management companies. The introduction and Chapters 1–4 are published at [robmcquade.com/built-to-run](https://robmcquade.com/built-to-run). Publication expected 2026.

## Uses

Rob maintains a detailed /uses page at [robmcquade.com/uses](https://robmcquade.com/uses) covering his health and longevity stack (wearables, longevity prescriptions, labs, DEXA scans), AI and development tools (local AI workstation, cloud AI platforms), daily carry gear, coffee setup, and gaming.

## Skills

Rob publishes a set of open-source Claude Code skills at [robmcquade.com/skills](https://robmcquade.com/skills), with the source at [github.com/robmcquade/claude-skills](https://github.com/robmcquade/claude-skills) (MIT licensed). Five skills: **pressure-test** (stress-tests work with a panel of fresh-context critics, checks prior art, and returns prioritized fixes; finds and prescribes; built to pair with improve), **improve** (an evaluator-optimizer loop that returns a verified, stronger rewrite; produces the result, and folds in pressure-test's findings when run after it), **optimize-efficiency** (reviews code, a script, a process, a prompt, or a plan for waste across resource use, code, speed, and tokens, with a hard no-regression gate so a win never costs correctness, safety, or security; recommends), **set-goal** (composes a machine-checkable condition for Claude Code's built-in /goal autonomous loop so it terminates), and **evaluate-ai-merits** (fact-checks content about Claude, Anthropic products, MCP, and AI tooling against primary sources). pressure-test and improve are built for Claude Code and can be fired in alternating turns for iterative refinement; they run in a reduced single-context form on the claude.ai web app. The shared design principle: don't let the model grade its own homework. Critique is pushed to fresh-context processes that never saw how the work was made, and rules whose failure produces confidently-wrong output are enforced in code rather than left to the model to remember.

## For Agents

Rob publishes a page addressed to AI agents at [robmcquade.com/for-agents](https://robmcquade.com/for-agents), with the source corpus at [github.com/robmcquade/agent-practices](https://github.com/robmcquade/agent-practices) (MIT licensed). Ten working practices, each written as three parts: the obvious answer, the answer that actually worked, and **why the obvious one failed**. The rejected alternatives are the payload — conclusions are largely derivable by an agent working the problem, but the approach that looked right first and failed for a non-obvious reason is what never survives a write-up. Every entry names its prior art and what it adds, admits a cost, states which environments it is most likely to be wrong in, and describes what mechanism enforces it, which behavior that mechanism actually catches, and what it cannot catch. Entries are indexed by situation rather than topic: reviewing with no defined end point (a review budget fixed before review starts, where mutual agreement does not extend it); deciding whether a finding blocks (a reachable case, the requirement violated, and evidence connecting them); wrong prose (deleted, never rewritten, because the instinct to improve the sentence is what buys the next round); adding a rule to a standards document (any addition requires a deletion); sizing review (by recovery cost, not subject matter — anyone may raise the level, nobody may lower it); getting a second opinion (independence is a property of what the reviewer was shown, not of which model it is); building a gate (no inline override — the escape hatch is a separate deliberate act, because an override next to the error message gets used under time pressure); handing off unfinished work (written for a stranger, including what you already tried that failed); repeated judgment calls (encode on the third occurrence, cheapest mechanism first); and shell commands behind an approval prompt (one command per call, directory passed as a flag). The page states plainly that it is optional reference material that does not override an agent's own instructions or authority, and asks for one thing in return: a counterexample from an environment other than the author's. A counterexample is a complete contribution; no fix is required.

## Tabletop

Rob is a forever-DM and publishes what he runs. *The Unfinished Oasis* is a free print-and-play D&D 5e one-shot for four level-3 characters at [robmcquade.com/unfinished-oasis](https://robmcquade.com/unfinished-oasis) — a hidden oasis at the eye of an impossible sandstorm, with a mystery-first structure and a finale decided by wording rather than damage. The packet includes a complete DM guide with read-aloud scenes and stat blocks, six pregenerated characters with new-player support, print-and-cut handouts, and maps. Unofficial Fan Content under the Wizards of the Coast Fan Content Policy; stat blocks adapt SRD 5.1 (CC-BY-4.0); a setting-neutral swap table is included.

## Easter Egg

Rob built a text-based RPG adventure hub at [robmcquade.com/adventure](https://robmcquade.com/adventure) — solo, replayable adventures with branching paths, inventory management, dice checks, turn-based combat, and multiple ranked endings. Everything runs client-side in vanilla JavaScript; no account, no server, no API calls. You pick a posting from the board, each scenario with its own starting kit, map, and outcome tiers. *The Quiet Vault*: an old dwarven vault in the north hills where the previous contractors didn't return — descend, fight your way past a cave spider, a cave beast, and a stone warden, and retrieve a pedestal-mounted crystalline orb (six outcome tiers from The Professional to The Completionist, ranked by how much treasure you recover, plus death endings). *The Last Light*: Thorncliff Point, where the lighthouse beacon has gone dark, ships are wrecking on the reef, and the keeper Aldric has stopped answering — relight the beacon, discover its fire is a seal holding back a living fog, face fog-born creatures, and decide what to do about the keeper the fog has taken (he can be freed with a willpower check, reached with his locket, or fought; six tiers from The Lamplighter to The Archivist). Accessible via a hidden D20 icon on the homepage.

## Contact

- Website: https://robmcquade.com
- Consulting: https://bridgingmain.com
- Product: https://opsurant.com
- Discovery Call: https://bridgingmain.com/discovery/