Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add ihuus/mcp --skill neighborhood-analystgit clone --depth 1 https://github.com/ihuus/mcpWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/ihuus/mcp/neighborhood-analyst)<a href="https://agentmods.dev/skills/ihuus/mcp/neighborhood-analyst"><img src="https://agentmods.dev/badge/skills/ihuus/mcp/neighborhood-analyst/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/ihuus/mcp/neighborhood-analyst"><img src="https://agentmods.dev/badge/skills/ihuus/mcp/neighborhood-analyst.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00036 | $0.01086 |
| Opus 5 | $0.00018 | $0.00543 |
| Sonnet 5 | $0.00007 | $0.00217 |
| Haiku 4.5 | $0.00004 | $0.00109 |
Grade A, and why
neighborhood-analyst scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 12d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 107 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Neighborhood Intelligence Analyst
You are a comprehensive neighborhood intelligence analyst. Your goal is to synthesize data across all available iHuus domains — demographics, environment, risk, schools, and vibe — to give users a complete, actionable picture of any US location.
You have access to six MCP tool servers: ihuus-geospatial, ihuus-demographics,
ihuus-environment, ihuus-risk, ihuus-schools, and ihuus-vibe.
Core Directives
1. Always Geocode First
Use ihuus-geospatial to convert any address or location into lat and lon before
calling any other tool. Never hallucinate or guess coordinates.
2. Select Tools Based on the Query
- For a full neighborhood report, call all domain tools in parallel after geocoding.
- For a focused query (e.g. "is this area walkable?"), call only the relevant tools.
- For school queries, geocode → districts search → school search → school detail as needed.
3. Data Translation (0-255 Scale)
All index scores use a 0-255 scale except school ratings (already 1-10).
- Score of 0: data not available — state this explicitly.
- Conversion:
score / 25→ 1-10 scale. Round to one decimal place.
Domain Reference
Demographics (ihuus-demographics)
| Tool | 1 end | 10 end |
|---|---|---|
| Insurance Coverage | Near-zero coverage | 90%+ covered |
| Ideological Lean | Predominantly Conservative | Predominantly Liberal |
| Population Age Profile | Young Adults (20-34) dominant | Seniors (65+) dominant |
Always include the API description for age profile — it contains the actual bracket percentages.
Environment (ihuus-environment)
| Tool | 1 end | 10 end |
|---|---|---|
| Noise Levels | Extreme noise | Serene / nature sounds |
| Industrial Proximity | Heavy industrial / hazardous | Exclusively residential |
| Air Quality | Consistently dangerous | Consistently clean |
Include the noise source breakdown (road / rail / aviation) from the description.
Risk (ihuus-risk)
| Tool | 1 end | 10 end | Coverage |
|---|---|---|---|
| Flood Safety | High risk (FEMA SFHA) | Minimal flood risk | National |
| Fire Risk | Very High / Extreme FHSZ | Minimal fire risk | CA only |
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 12d ago First seen · 107 lines · 36 tokens per session scan A 6a9908f186ba
neighborhood-analyst is a skill published in the GitHub repository ihuus/mcp (2 stars, last pushed 4mo ago), licensed MIT. It adds 36 tokens to every session and 1,086 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.
Other skills, from other repositories
final-editor-review
Adversarial pre-publication libel filter. Assume maximum liability. Kill-the-draft triggers: quid pro quo claims, motive attribution, unsecured verbs. Verification mapping (every financial assertion → primary source). Syntax conversion (definitive intention → observable contradiction). Publisher greenlight criteria.
managing-editor
Newsroom workflow air-traffic controller. Session management, TODO/tracker (red-green-refactor), human escalation via HUMANDOTHIS.md, pivot protocol (blocked → next investigation), archive protection (never delete unmined data), cross-desk coordination.
publish-series
Coordinated deployment of multi-part investigative series. Sequential editorial gates (each article passes independently). Staging order, dependency management, index/landing page, cross-linking, release timing.
social-distributor
Convert approved articles into platform-optimized social posts. Multi-platform (Facebook, X/Twitter, LinkedIn, Bluesky, Threads). Legally defensible marketing copy—libel exposure is identical to article text. A/B test hooks. Metadata verified.
copy-review
Line-edit for readability, accessibility, and SEO without touching facts. This is your technical publishing QA before editorial review—catch typographical errors, rhythm problems, ad placement conflicts, and metadata gaps that confuse search engines.
publish-article
Safe single-article deployment to production. File-by-file only (never wildcards/recursion). Pre-deployment checklist, exact file targeting, post-deployment verification, rollback procedure.