Agent skill

Location Scoring

by revfactory in revfactory/harness-100

Location scoring scorecard. An agent skill from revfactory/harness-100.

Apache-2.0Auto-check passedBusiness, Finance & HR

Install Location Scoring

skills CLI
$ npx skills add revfactory/harness-100 --skill location-scoring -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install revfactory/harness-100 location-scoring --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/revfactory/harness-100.git skills-src && mkdir -p .claude/skills && cp -r skills-src/en/96-real-estate-analyst/.claude/skills/location-scoring .claude/skills/location-scoring && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
location-scoring
GitHub stars
1.3k
Token cost
~1.1k tokens
SKILL.md length
325 words
Files
1
Skills in repo
464
Repo updated
First seen
Licence
Apache-2.0

At a glance

Location scoring scorecard. An agent skill from revfactory/harness-100.

  • Requests involving location analysis
  • SKILL.md covers Location Evaluation Framework, Commercial Area Analysis…, Future Value Assessment and Location Comparison Report…, plus 1 more section
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
  • Location assessment

What it does

Location Scoring is an agent skill from revfactory/harness-100. Location scoring scorecard. Referenced by the location-analyst agent for systematic real estate location evaluation. Use for requests involving 'location analysis', 'location assessment', or 'commercial area analysis'. On-site inspections and surveying are out of scope.

Its SKILL.md is about 1.1k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

It sits in Business, Finance & HR, covering Real estate. The licence is Apache-2.0.

When your agent uses it

  • Requests involving location analysis
  • Location assessment
  • Commercial area analysis

Example prompts

  • “location analysis”
  • “location assessment”
  • “commercial area analysis”
  • “/location-scoring”

What it can do on your machine

Read from SKILL.md and the folder at commit 8e8d35c. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md (its code samples are markdown).

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Location Scoring loads about 1.1k tokens when it runs. Until then it costs about 72 tokens; SKILL.md has 325 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~72
When it runs · the whole SKILL.md, loaded when a task matches
~1.1k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from revfactory/harness-100 at commit 8e8d35c, republished under its Apache-2.0 licence (© revfactory). 325 words, ~1,106 tokens.

Download SKILL.mdSave it as .claude/skills/location-scoring/SKILL.md (or your agent's skills folder).
name
location-scoring
description
Location scoring scorecard. Referenced by the location-analyst agent for systematic real estate location evaluation. Use for requests involving 'location analysis', 'location assessment', or 'commercial area analysis'. On-site inspections and surveying are out of scope.

Location Scoring — Location Evaluation Scorecard

Systematizes the location-analyst agent's location analysis capabilities.

Location Evaluation Framework

Weighted Scorecard
Evaluation CategoryWeight (Residential)Weight (Commercial)Weight (Office)
Transit Accessibility25%20%30%
Living Infrastructure20%10%10%
School District20%5%5%
Development Catalysts15%20%20%
Population/Commercial Area5%25%15%
Environment/Safety10%10%10%
Future Value5%10%10%
Category Scoring Criteria
Transit Accessibility
ScoreCriteria
5Subway station within 5-minute walk, 2+ lines
4Subway station within 10-minute walk, multiple bus routes
3Subway station within 15-minute walk, major road access
2Subway distant, bus-dependent
1Poor public transit, personal vehicle required
School District (Residential)
ScoreCriteria
5Top-tier specialized schools, dense tutoring district
4Strong school district, good educational environment
3Average school district, basic educational facilities
2Weak school district, limited tutoring options
1Inadequate educational infrastructure
Development Catalysts
ScoreCriteria
5Confirmed development (under construction/in effect), direct beneficiary
4Confirmed development, indirect beneficiary
3In progress (permitting stage)
2Planning stage (uncertain)
1No catalysts or presence of nuisance facilities

Commercial Area Analysis Framework

Commercial Area Types
TypeCharacteristicsSuitable Businesses
Transit HubHigh foot traffic, high rentsF&B, convenience stores, pharmacies
Office DistrictWeekday lunch crowd, office workersRestaurants, cafes, convenience stores
Residential AreaStable, repeat customersGrocery, laundry, tutoring centers
University AreaYoung demographic, trend-drivenCafes, bars, fashion retail
Tourist AreaWeekends/peak season, high variabilityDining, souvenirs, lodging
Foot Traffic Analysis
Evaluation Metrics:
- Average weekday foot traffic
- Average weekend foot traffic
- Time-of-day distribution (peak times)
- Age/gender breakdown
- Purpose (commuting/shopping/leisure)

Data Sources:
- National statistics foot traffic data
- Credit card transaction data
- On-site surveys (2 hours x 3 time slots)

Future Value Assessment

Development Potential Indicators
IndicatorPositive SignalNegative Signal
Population TrendsInflow > OutflowPopulation decline
Transaction VolumeUpward trendDecline/stagnation
New SupplyBalanced (relative to demand)Oversupply
Development PlansExpress rail, new towns, industrial parksRestrictions, nuisance facilities
Rental DemandWaitlist demand existsRising vacancies

Location Comparison Report Template

markdown
## Location Comparison: Area A vs Area B vs Area C

### Overall Scores

| Category | Area A | Area B | Area C |
|----------|--------|--------|--------|
| Transit | 4.5 | 3.8 | 4.0 |
| ... | ... | ... | ... |
| **Weighted Total** | **4.12** | **3.75** | **3.90** |

### Strengths & Weaknesses Summary

#### Area A
- Strengths: [Specific strengths]
- Weaknesses: [Specific weaknesses]
- Opportunities: [Development catalysts, etc.]
- Threats: [Risk factors]

### Investment Opinion
[Overall assessment and ranked recommendation]

Quality Checklist

ItemCriteria
Evaluation CategoriesAll 7 categories with weights applied
Comparison Targets3 or more locations
Data BasisPublic data utilized
On-Site VerificationPhotos/field notes
SWOTSWOT analysis per location
Future Outlook3-5 year forecast

© revfactory, Apache-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

Just SKILL.md in en/96-real-estate-analyst/.claude/skills/location-scoring of revfactory/harness-100.

Open the folder on GitHubat commit 8e8d35c

Compare with similar skills

Location Scoring next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Location Scoring compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Location Scoring this skillrevfactory/harness-1001.3k—~1.1kAutomated safety check: PassApache-2.0
Thue Tncn Vietnamdotanminh/thue-tncn-vietnam241—~2.8kAutomated safety check: PassNone
Apartment Finderhanzili/hanzi-browse177—~2.1kAutomated safety check: PassCustom licence
Cre Due Diligenceahacker-1/cre-agent-skills1121 repos~1.3kAutomated safety check: PassApache-2.0
Realestate Commercialzubair-trabzada/ai-realestate-claude176—~3.2kAutomated safety check: PassMIT
Vet PRetewiah/awesome-real-estate374—~1.5kAutomated safety check: PassCC0-1.0

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Questions about Location Scoring

What does Location Scoring do?

Location scoring scorecard. An agent skill from revfactory/harness-100. Location Scoring is an agent skill from revfactory/harness-100. Location scoring scorecard.

When should I use Location Scoring?

Location Scoring fits situations like: requests involving location analysis; location assessment; commercial area analysis.

How do I install Location Scoring in Claude Code?

Run `npx skills add revfactory/harness-100 --skill location-scoring -a claude-code`. Or copy the skill folder (en/96-real-estate-analyst/.claude/skills/location-scoring in revfactory/harness-100) into .claude/skills/location-scoring in your project. Claude Code loads it when a task matches its description.

How do I install Location Scoring in Codex?

Run `npx skills add revfactory/harness-100 --skill location-scoring -a codex`. Or copy the skill folder (en/96-real-estate-analyst/.claude/skills/location-scoring in revfactory/harness-100) into .agents/skills/location-scoring in your project. Codex loads it when a task matches its description.

Can I use Location Scoring in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add revfactory/harness-100 --skill location-scoring -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/location-scoring, .gemini/skills/location-scoring, .github/skills/location-scoring and .opencode/skills/location-scoring in your project.

What does Location Scoring need to run?

SKILL.md names no scripts, command-line tools or credentials: Location Scoring is instructions for the agent only.

Does Location Scoring access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Location Scoring safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Location Scoring use?

Location Scoring is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Location Scoring use?

About 1.1k tokens (SKILL.md is roughly 4.4k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Location Scoring?

Skills that share tags, products or a category with Location Scoring: Thue Tncn Vietnam (dotanminh/thue-tncn-vietnam, 241 stars), Apartment Finder (hanzili/hanzi-browse, 177 stars), Cre Due Diligence (ahacker-1/cre-agent-skills, 112 stars) and Realestate Commercial (zubair-trabzada/ai-realestate-claude, 176 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Location Scoring?

revfactory (a GitHub user) maintains it in revfactory/harness-100, which has 1,290 GitHub stars. The repository holds 464 skills in this directory. The repository was last updated on March 22, 2026.

Source: revfactory/harness-100 on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.