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Install in OpenClaw
/install appraisal-ai
Description
Drafts real estate appraisal reports from your project workfile. Produces Word narratives with tracked changes and Excel adjustment grids from your own maste...
README (SKILL.md)
Appraisal AI — Report Drafting Assistant
Helps real estate appraisers produce narrative reports and adjustment grids faster. You supply your project documents and a completed appraisal as a master template — the tool drafts the new report with every substitution shown as a tracked change in Word, so you review and accept each one.
What It Does
- Narrative drafts — produces a Word .docx with all field replacements shown as tracked changes (strikethrough old, underline new). Open in Word, review each change, accept or reject.
- Adjustment grids — fills subject and comparable data into your Excel grid template. Preserves formulas and appraiser-entered adjustments.
- Quality review — checks the draft against your project data for consistency, missing fields, and USPAP compliance.
Who It's For
Licensed appraisers who write narrative reports for condemnation/eminent domain, market value, lending, or estate assignments. The tool handles the repetitive data entry — you keep full control of professional judgments (adjustments, comp selection, value conclusions).
How It Works
- Organize your project documents into a standard folder structure (subject docs, comparables, exhibits, template)
- The tool reads your documents and extracts structured data
- You review extracted data and fill in any gaps
- The tool drafts the narrative and grid from your template
- You open the output in Word/Excel and accept or reject each change
Template Packs
The tool works with any completed appraisal as a master template. Included template types:
- Land-only — urban land / vacant lot appraisals
- Condemnation — eminent domain with partial/total acquisition
- Improved — improved property appraisals
You can create custom template packs from your own completed reports.
Setup
See the project homepage for installation and setup instructions.
Usage Guidance
This skill appears coherent with its purpose. Before installing or using it: only provide the appraisal documents and templates necessary for the task (don't include unrelated sensitive files); verify any outputs in Word/Excel before sharing; check the project homepage for actual install steps and review what local scripts run (since SKILL.md is high-level); ensure python3 tooling you install comes from trusted sources; and avoid supplying credentials or secrets that the skill does not explicitly require.
Capability Analysis
Type: OpenClaw Skill
Name: appraisal-ai
Version: 1.1.1
The provided files (_meta.json and SKILL.md) describe a real estate appraisal report drafting tool. The SKILL.md outlines the skill's purpose, functionality (reading user documents, drafting Word/Excel reports), and requirements (python3). There are no instructions for data exfiltration, malicious execution, persistence, or prompt injection against the agent. The content is consistent with the stated purpose and lacks any indicators of intentional harmful behavior or significant vulnerabilities based solely on the provided metadata and markdown description.
Capability Assessment
Purpose & Capability
Name/description (drafting Word narratives and Excel grids from project files and templates) matches the SKILL.md steps. The only required runtime binary declared is python3, which is plausible for a document-processing tool. No unrelated services, credentials, or config paths are requested.
Instruction Scope
SKILL.md is high-level and instructs the tool/agent to read the user's project documents and templates and produce Word/Excel outputs — that is expected for this purpose. The instructions do not ask the agent to read unrelated system files or exfiltrate data, but they are vague about exact commands/locations, so the agent's implementation could vary. Expect the agent to need access to whatever project files you provide.
Install Mechanism
There is no install spec and no code files included (instruction-only), so nothing is written to disk by the skill itself. This is the lowest-risk arrangement.
Credentials
The skill declares no environment variables, no credentials, and no config paths. That is proportionate for a document-processing assistant that operates on user-supplied files.
Persistence & Privilege
always is false and autonomous invocation is default; nothing requests permanent or elevated presence or modification of other skills or system-wide settings.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install appraisal-ai - After installation, invoke the skill by name or use
/appraisal-ai - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.1.1
- Added project homepage link to metadata and setup instructions.
- Replaced detailed installation steps with a reference to the project homepage.
- No changes to features or functionality.
v1.1.0
Major update: Demo and support files removed, with new privacy clarifications in documentation.
- Removed 26 files, including all demo projects, templates, scripts, and supporting documentation.
- Updated SKILL.md to clarify privacy protections and data handling practices.
- SKILL.md now explicitly states that all user documents stay local and no client data is included in the repository.
- Added explanation of how Claude processes instructions and data, referencing Anthropic's usage policy.
v1.0.1
Version 1.0.1
- Simplified and clarified the SKILL.md documentation for broader usability.
- Added distinct "What It Does", "Who It's For", and "How It Works" sections for easier onboarding.
- Streamlined setup instructions and explained the project workflow at a high level.
- Highlighted privacy: all processing runs locally; no client data is saved in the repo.
- Detailed template pack types and encouraged custom template creation.
- Removed deep technical and internal implementation details to focus on user-facing features.
v1.0.0
Appraisal-AI 1.0.0 — Initial Release
- Introduces an end-to-end automated appraisal report drafting pipeline.
- Scans workfiles (PDFs, deeds, assessor cards, CoStar reports) to extract structured data.
- Generates Word narrative drafts with tracked changes and Excel adjustment grids from master templates.
- Supports land-only, improved, condemnation, and custom template packs.
- Enforces critical rules such as tracked changes for all Word edits and non-destructive Excel operations.
- Outlines full 5-phase workflow using multiple agents for extraction, drafting, review, and compliance.
Metadata
Frequently Asked Questions
What is Appraisal Ai?
Drafts real estate appraisal reports from your project workfile. Produces Word narratives with tracked changes and Excel adjustment grids from your own maste... It is an AI Agent Skill for Claude Code / OpenClaw, with 1020 downloads so far.
How do I install Appraisal Ai?
Run "/install appraisal-ai" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Appraisal Ai free?
Yes, Appraisal Ai is completely free (open-source). You can download, install and use it at no cost.
Which platforms does Appraisal Ai support?
Appraisal Ai is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Appraisal Ai?
It is built and maintained by chadru (@chadru); the current version is v1.1.1.
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