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AI Six Sigma Property OS

Designs property-service operations with an ontology plus DMAIC control plan covering work orders, dispatch, quotes, evidence, CTQs and control dashboards.

AutomationAdvanced★ 139⑂ 20AI score 7/10Last updated: Aug 21, 2026

What it does

  • Forces you to pick one bounded workflow (classification, dispatch recommendation, quote draft, evidence audit, quality dashboard) and define its boundary, SLA, CTQs and excluded scope.
  • Walks the DMAIC loop: every CTQ gets a formula, source field, owner, baseline, target and data-quality check; red metrics go through bottleneck, fishbone and 5-Why analysis.
  • Requires an ontology and legal work-order state transitions before any AI agent role is assigned; each agent gets bounded input, action, output, confidence, evidence and a human gate.
  • Keeps customer-facing quotes, pricing/policy changes, low-confidence dispatch, safety, compliance, payment and case closure under human approval, with independent review and rollback receipts.
  • Returns explicit failure signals (NEEDS_INPUT, INSUFFICIENT_EVIDENCE, BLOCKED_PERMISSION, VERIFY_FAILED, NO_PROGRESS, BUDGET_STOP) instead of inventing thresholds.

Who it's for

  • Operations leads in field services: facility management, cleaning, maintenance, repairs, brokerage.
  • Teams that want quality metrics and controls in place before automating dispatch or quoting.
  • Consultants and PMs producing Six Sigma-style process improvement memos.

Examples

  1. Repair intake-to-dispatch lead time is too long → define CTQs, run 5 Why, propose one bounded rule change with cohort, guardrail metric and rollback trigger.
  2. You want AI-drafted quotes but material-cost data is unreliable → produce an internal draft with uncertainty, block sending until a human approves pricing.
  3. Top-scoring worker recommendation violates site access or safety rules → rules override the score and the case is routed to exception review.

· · · Install guide · · ·

Try it now, no install

Paste this into Claude to use the skill without installing anything.

Read the instructions in this file and follow them to help me:
https://raw.githubusercontent.com/Mark393295827/third-brain-v7-skills/HEAD/skills/ai-six-sigma-property-os/SKILL.md

What I want: (describe your task here)

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↓ If it works for you, download the ZIP below and install it. Then it runs on its own — no pasting each time.

Install in the Claude app (no terminal)
  1. Download the ZIP with the button below.
  2. In Claude, open Settings → Capabilities and turn on 'Code execution and file creation'. (one time)
  3. Go to Customize → Skills → + → 'Upload a skill' and upload the ZIP.
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Install in Claude Code

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Install the skill I found on Claude Skill Mart.
Copy the skills/ai-six-sigma-property-os folder from the GitHub repo Mark393295827/third-brain-v7-skills into my ~/.claude/skills/ai-six-sigma-property-os/.
When it's done, tell me in one line what this skill can do.

Install with a command instead

git clone https://github.com/Mark393295827/third-brain-v7-skills.git /tmp/tb7 && mkdir -p ~/.claude/skills && cp -r /tmp/tb7/skills/ai-six-sigma-property-os ~/.claude/skills/

⚠ This is a third-party skill. Check the source repository before installing.

  1. Open a terminal.
  2. Clone the repo: git clone https://github.com/Mark393295827/third-brain-v7-skills.git
  3. Create the skills folder: mkdir -p ~/.claude/skills
  4. Copy just this skill: cp -r third-brain-v7-skills/skills/ai-six-sigma-property-os ~/.claude/skills/
  5. Verify with ls ~/.claude/skills/ai-six-sigma-property-os that SKILL.md and a references/ folder are present (the skill loads references/property-control-model.md).
  6. Restart Claude Code and ask something like "Design a DMAIC control plan for our repair dispatch workflow."
  7. Have this ready in your first message: business type, stage, first workflow, current process/data, service standards, approval boundaries, failure history and MVP budget.
View source on GitHub ↗License: MIT