FlorianBruniauxCommunity·30 Agent Skills Included

starmapper

Map GitHub stargazers and analyze repository audiences worldwide

Maps GitHub repository stargazers, contributors, and followers on an interactive world map with geocoding and clustering. Scores star authenticity, tracks country-level growth, and compares audiences across repos without manual data wrangling. Includes supporting skills for Next.js, Prisma, MapLibre, SEO, performance, and security work on the codebase.

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npx skills add FlorianBruniaux/starmapper --all -g -y

Available:

Tells the agent how to work on the StarMapper codebase: which docs to read first, how to route tasks to the right sub-skill, and which stack rules, rate limits, and data-source constraints to respect.

All Skills in This Repository (30)

Pure Emerald Level Indicators

📦 In Repo

FlorianBruniaux

ui-ux-pro-max

Aggregate and rank UI/UX guidance from CSV domains into design system recommendations.

runtime-cache

Store and invalidate per-region cache entries in Vercel Functions and middleware.

web-quality-audit

Run Lighthouse audits measuring performance, accessibility, SEO, and best practices.

web-design-guidelines

Audit UI code against web interface guidelines and report violations.

tailwind-v4-shadcn

Configure Tailwind v4 with shadcn/ui in Vite React projects.

core-web-vitals

Identify and optimize LCP, INP, and CLS metrics in Next.js and React projects.

tech-vercel-logs

Search and analyze Vercel logs by pattern, level, deployment, and time window.

prisma-driver-adapter-implementation

Implement Prisma v7 driver adapters with lifecycle, error mapping, and testing.

tech-analyze-bumps

Analyze Dependabot PRs to generate a risk-based merge plan.

nextjs-app-router-patterns

Guide developers through Next.js 14+ App Router patterns for scalable applications.

source-command-tech-codereview

Automate pre-PR code reviews of staged changes for quality, security, and performance.

source-command-commit

Generate conventional commits with StarMapper scope detection from edited files.

Community

Intermediate

Frequently Asked Questions

FAQPage Schema

How to install StarMapper skills?▼

Run `npx skills add FlorianBruniaux/starmapper --all -g -y` in your terminal to install all skills in this repository globally.

What does StarMapper do?▼

It maps a GitHub repo's stargazers, contributors, and followers on an interactive world map, and scores whether the star count looks organic or bought.

Why do new StarMapper scans show no stargazers?▼

GitHub restricted public stargazer list access in July 2026, so new scans return empty. StarMapper now maps engaged audiences (forkers, issue and PR authors) and serves cached historical data instead.

Can I query stargazer data from my terminal?▼

Yes. The included starmapper-mcp server exposes ten tools so your agent can answer questions about influential stargazers, country trends, and dependents directly.

Do I need coding experience to use these skills?▼

No. Once installed, your agent reads each SKILL.md and applies the right workflow, from SEO audits to security reviews, based on plain-English requests.