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realai-mf-operating-engine

Category: General  ·  Sub-category: general-misc  ·  Last updated:
INTERNAL ENGINE — only invoked by other RealAI skills, never on user intent. The centralized multifamily operating-statement engine for this plugin. Any domain skill needing an MF operating statement, forward projection, direct-cap value, DCF, levered returns, or yield-on-cost MUST dispatch to this engine rather than computing inline. Runs scripts/operating.py — the sole math authority on the no-template path. Two roles: authority (no workbook present — the engine's figures are binding) and cross_check (a realai-pro-forma workbook IS present — the workbook wins; this role returns a bounded advisory variance on headline NOI/EGI/cap only and can never override). Do NOT activate on direct user requests like 'underwrite this deal' — those go through realai-investment / realai-underwriting, which then dispatch here. The engine description exists for invocation by sibling skills, not for user trigger matching.
Security AStatic scan found no risk patternsHow grading works ›

What this skill does

realai-mf-operating-engine is a community-contributed Claude Code skill in the general-misc sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/realai-mf-operating-sub-agent/ and loads when your prompt matches the skill's trigger.

Who uses this skill

The realai-mf-operating-engine Claude Code skill is built for Claude Code users and developers across all disciplines looking for general-purpose AI assistance. It's part of ClaudSkills (also referred to as Claude Skills or Claude Code Skills) — the open community-curated registry of 196,000+ SKILL.md files for Anthropic's Claude Code agent and the wider Claude ecosystem (Claude API, Claude Agent SDK).

How to install

Free

Manual install (2 steps)

mkdir -p ~/.claude/skills/realai-mf-operating-sub-agent
curl -L https://claudskills.com/skills/realai-mf-operating-sub-agent/SKILL.md \
  -o ~/.claude/skills/realai-mf-operating-sub-agent/SKILL.md

Or just download SKILL.md directly and drop it into ~/.claude/skills/realai-mf-operating-sub-agent/. Claude Code auto-discovers it on next session.

Skills live at ~/.claude/skills/realai-mf-operating-sub-agent/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\realai-mf-operating-sub-agent\SKILL.md on Windows. See the full install guide for step-by-step instructions.

Telegram

📱 Install from your phone or desktop Telegram

Open @claudskills_bot on Telegram, tap Open Desktop App, and the desktop app installs this skill for you. Or share the bot link with a colleague — they get the same one-tap install. Learn more →

Pro

One-click install via the desktop app

The ClaudSkills desktop app installs any skill directly into ~/.claude/skills/ with one click — no terminal required. Pro starts at $9/mo or $149 lifetime.

Pro

For the full experience including quality scoring and one-click install features for each skill — upgrade to Pro.

See pricing → Download desktop app

Frequently asked questions

How do I install the realai-mf-operating-engine Claude Code skill?
Install via the ClaudSkills desktop app (one click) or copy SKILL.md from the source repository to ~/.claude/skills/realai-mf-operating-sub-agent/SKILL.md and restart Claude Code. Both flows are detailed at claudskills.com/install/.
What does the realai-mf-operating-engine skill do?
INTERNAL ENGINE — only invoked by other RealAI skills, never on user intent. The centralized multifamily operating-statement engine for this plugin. Any domain skill needing an MF operating statement, forward projection, direct-cap value, DCF, levered returns, or yield-on-cost MUST dispatch to this engine rather than computing inline. Runs scripts/operating.py — the sole math authority on the no-template path. Two roles: authority (no workbook present — the engine's figures are binding) and cross_check (a realai-pro-forma workbook IS present — the workbook wins; this role returns a bounded advisory variance on headline NOI/EGI/cap only and can never override). Do NOT activate on direct user requests like 'underwrite this deal' — those go through realai-investment / realai-underwriting, which then dispatch here. The engine description exists for invocation by sibling skills, not for user trigger matching.
Is this skill free to install?
Yes. ClaudSkills is an open registry — every skill keeps its source repository's license, and manual install via copy is free. ClaudSkills Pro ($9/mo, $79/yr, or $149 one-time) adds one-click install via the desktop app and a multi-signal Quality Score.
When should I use the realai-mf-operating-engine skill?
Use realai-mf-operating-engine when your Claude Code task falls under the General category — specifically in the general misc area. Claude Code auto-discovers installed skills and invokes the right one based on the task description, so you can also ask Claude directly (e.g. "use realai-mf-operating-engine" or describe the task and let Claude pick). Browse related skills at /category/general/.
What is a Claude Code skill and how does the realai-mf-operating-engine skill fit in?
A Claude Code skill is a SKILL.md file that lives under ~/.claude/skills/<name>/ and tells the Claude Code CLI agent how to perform a specific task (instructions, prompts, allowed tools). Skills are auto-discovered at session start. realai-mf-operating-engine is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the General category. Learn more at /learn/what-is-a-claude-skill/.

Attribution & license

Cite this skill

If you reference this skill in a blog post, paper, or documentation, you can cite it as:

APA
RealAIPublic. (2026). realai-mf-operating-engine [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/realai-mf-operating-sub-agent/
BibTeX
@misc{realai-mf-operating-sub-agent-2026,
  author    = {RealAIPublic},
  title     = {realai-mf-operating-engine [Claude Code skill]},
  year      = {2026},
  publisher = {ClaudSkills},
  url       = {https://claudskills.com/skills/realai-mf-operating-sub-agent/}
}

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Security scan

Grade A · scanned 2026-09-28 — free static scan against the OWASP Agentic Skills Top 10.

No risk patterns were found in any of the ten OWASP-aligned categories. How grading works ›

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