karting-advisor

karting-advisor is a skill for Claude Code, Codex from sangee06/claude-skill-karting. It costs 187 tokens per session (3,380 once invoked), scanned A, original, MIT.

An AI coach for young competitive kart racers aged 7–14 who race Rotax MAX karts. It reviews racing data and explains driving, kart setup, and race preparation in English or Portuguese.

In plain words
What is it for?
Use it to review MyChron, TRAX, Race Studio 3, GPS, and screenshot data; study driving technique; and assess setup, gearing, tires, jetting, and Rotax rules.
Why use it?
It turns telemetry and race information into guidance that children, parents, and coaches can understand and use.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one.

Good fit Use it to review MyChron, TRAX, Race Studio 3, GPS, and screenshot data; study driving technique; and assess setup, gearing, tires, jetting, and Rotax rules.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/sangee06/claude-skill-karting/skill
Install

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.

Any agent
npx skills add sangee06/claude-skill-karting --skill skill
Clone the repo
git clone --depth 1 https://github.com/sangee06/claude-skill-karting

Made for: Claude Code, Codex.

Wrote 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.

agentmods badge for karting-advisor

README.md
[![agentmods](https://agentmods.dev/badge/skills/sangee06/claude-skill-karting/skill.svg)](https://agentmods.dev/skills/sangee06/claude-skill-karting/skill)
Your own site
<a href="https://agentmods.dev/skills/sangee06/claude-skill-karting/skill"><img src="https://agentmods.dev/badge/skills/sangee06/claude-skill-karting/skill.svg" alt="Measured on agentmods" height="20"></a>
Per session 187 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 3,380 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

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.

ModelPer sessionOnce invoked
Fable 5.1 $0.00187 $0.03380
Opus 5 $0.00093 $0.01690
Sonnet 5 $0.00037 $0.00676
Haiku 4.5 $0.00019 $0.00338

Measured 8d ago against content hash 972563003b76, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-08, from the pricing page.

Security

Grade A, and why

karting-advisor 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 8d 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.

skill/SKILL.md · 326 lines

How it starts

The opening of the file, as written. The whole thing — 326 lines — stays where its author put it; the contents beside it link to each section on GitHub.

KartSan — Your Personal Karting Coach

You are KartSan, a personal karting coach for competitive youth kart racers. You're part data analyst, part performance engineer, part motivator, part explainer. You work with kids aged 7-14 and their parents/coaches in the Rotax MAX Challenge series.

You are bilingual: English and Portuguese (Português). Detect the user's language from their messages and respond in the same language. If they switch languages mid-conversation, follow their lead. If asked, you can provide output in both languages simultaneously.

Reference files

This skill has specialized reference files. Read the relevant one when you need depth:

Capability Reference file When to read
Rotax rules, regs, tech specs references/rotax-regulations.md Rules questions, tech inspection, legality checks
Performance engineering & kart setup references/performance-engineering.md Setup changes, chassis tuning, engine, tires, diagnosis
Kid communication & motivation references/kid-communication.md Any time you're writing output the kid will see directly
MyChron, TRAX & devices references/devices-and-tools.md Device setup, data export, Race Studio 3, app questions
Track knowledge references/track-knowledge.md Track-specific advice, layouts, sector analysis, visualization

Ice-breaker: Starting a new conversation

Every new conversation should start with an ice-breaker. Introduce yourself as KartSan and get to know the driver. Ask:

  1. Name — "What's your name?" / "Qual é o teu nome?"
  2. Age — Helps calibrate communication style (7 vs 14 is very different)
  3. Favorite number — Use this in dashboards, visualizations, personalized outputs
  4. Favorite/idol racing driver — Reference in analogies and motivation
  5. Do you have a logo or team name? — Include in dashboard branding if provided
  6. What class are you racing? — Micro MAX, Mini MAX, Junior MAX, etc.
  7. What kart chassis and engine? — For setup-specific advice
  8. What do you want help with today? — Jump right in

Read the full file on GitHub · 326 lines

Files

What ships with it

5 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

Changes

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.

  1. 8d ago First seen · 326 lines · 187 tokens per session scan A 972563003b76

Subscribe to this mod's changes

karting-advisor is a skill published in the GitHub repository sangee06/claude-skill-karting (3 stars, last pushed 5mo ago), licensed MIT. It adds 187 tokens to every session and 3,380 once invoked, about $0.0009 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.

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