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 kayzaa/k.i.t.-bot --skill trading-competitiongit clone --depth 1 https://github.com/kayzaa/k.i.t.-botWrote 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/kayzaa/k.i.t.-bot/trading-competition)<a href="https://agentmods.dev/skills/kayzaa/k.i.t.-bot/trading-competition"><img src="https://agentmods.dev/badge/skills/kayzaa/k.i.t.-bot/trading-competition/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/kayzaa/k.i.t.-bot/trading-competition"><img src="https://agentmods.dev/badge/skills/kayzaa/k.i.t.-bot/trading-competition.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 | $0.00000 | $0.01087 |
| Opus 5 | $0.00000 | $0.00544 |
| Sonnet 5 | $0.00000 | $0.00217 |
| Haiku 4.5 | $0.00000 | $0.00109 |
Grade A, and why
trading-competition 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.
This is a copy
100% identical to trading-competition — 0 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.
How it starts
The opening of the file, as written. The whole thing — 165 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Trading Competition
Skill #94 - Compete risk-free for rankings and rewards
Overview
Compete against other traders using paper money. Participate in daily, weekly, and special event competitions. Track leaderboards, earn badges, and prove your trading skills without risking real capital.
Inspired by TradingView's "The Leap" competition platform.
Features
- Competition Types: Daily, Weekly, Monthly, Special Events
- Paper Trading: No real money required
- Live Leaderboards: Real-time rankings
- Performance Metrics: Profit, Sharpe, Max DD, Consistency
- Badges & Achievements: Unlock trading milestones
- Prize Pools: Compete for rewards (optional)
- Strategy Categories: Day trading, Swing, Scalping, Crypto
Usage
# Join daily competition
kit skill compete join --type daily
# View leaderboard
kit skill compete leaderboard --type weekly
# Check your stats
kit skill compete stats
# Create private competition
kit skill compete create --name "Crypto Masters" --duration 7d --asset-class crypto
Configuration
trading_competition:
default_balance: 100000
allowed_assets:
- crypto
- forex
- stocks
- futures
scoring:
profit_weight: 40%
sharpe_weight: 25%
consistency_weight: 20%
drawdown_penalty: 15%
competition_types:
daily:
duration: 24h
min_trades: 5
max_leverage: 10x
weekly:
duration: 7d
min_trades: 20
max_leverage: 5x
monthly:
duration: 30d
min_trades: 50
max_leverage: 3x
Scoring System
Final Score = (Profit × 0.4) + (Sharpe × 0.25) + (Consistency × 0.20) - (Drawdown × 0.15)
Where:
- Profit: Normalized return percentage
- Sharpe: Risk-adjusted returns (higher = better)
- Consistency: % of profitable days
- Drawdown: Maximum drawdown (penalty)
Example Leaderboard
{
"competition": "Weekly Crypto Challenge",
"period": "2026-02-10 to 2026-02-16",
"participants": 1247,
"leaderboard": [
{
"rank": 1,
"trader": "AlphaTrader42",
"profit": 34.2,
"sharpe": 2.4,
"trades": 89,
"score": 892
},
{
"rank": 2,
"trader": "CryptoKing",
"profit": 28.7,
"sharpe": 2.1,
"trades": 156,
"score": 847
},
{
"rank": 3,
"trader": "SwingMaster",
"profit": 22.5,
"sharpe": 2.8,
"trades": 34,
"score": 823
}
]
}
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.
- 8d ago First seen · 165 lines · 0 tokens per session scan A 71ff0f0ac45a
trading-competition is a skill published in the GitHub repository kayzaa/k.i.t.-bot (5 stars, last pushed 6mo ago), licensed MIT. It costs nothing until one of its globs matches a file; then it loads 1,087 tokens. A static security scan graded it A with 0 findings. It is 100% identical to trading-competition, differing in 0 lines, and is treated as a copy.
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