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 alsk1992/CloddsBot --skill sizinggit clone --depth 1 https://github.com/alsk1992/CloddsBotWrote 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/alsk1992/cloddsbot/sizing)<a href="https://agentmods.dev/skills/alsk1992/cloddsbot/sizing"><img src="https://agentmods.dev/badge/skills/alsk1992/cloddsbot/sizing/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/alsk1992/cloddsbot/sizing"><img src="https://agentmods.dev/badge/skills/alsk1992/cloddsbot/sizing.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector pass
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 | $0.00011 | $0.01570 |
| Opus 5 | $0.00005 | $0.00785 |
| Sonnet 5 | $0.00002 | $0.00314 |
| Haiku 4.5 | $0.00001 | $0.00157 |
Grade A, and why
sizing 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 6d 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 — 239 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Sizing - Complete API Reference
Calculate optimal position sizes using Kelly criterion, fractional Kelly, and portfolio-level allocation.
Chat Commands
Kelly Calculator
/kelly 0.45 0.55 10000 Market price, your prob, bankroll
/kelly "Trump 2028" 0.55 --bank 10k Calculate for specific market
/kelly --half 0.45 0.55 10000 Half Kelly (safer)
/kelly --quarter 0.45 0.55 10000 Quarter Kelly (conservative)
Position Sizing
/size 10000 --risk 2% Size for 2% risk per trade
/size 10000 --max-position 25% Max 25% in single position
/size portfolio --rebalance Rebalance to target weights
Edge Calculation
/edge 0.45 0.55 Calculate edge (prob - price)
/edge "Trump 2028" --estimate 0.55 Edge vs market price
TypeScript API Reference
Create Sizing Calculator
import { createSizingCalculator } from 'clodds/sizing';
const sizing = createSizingCalculator({
// Bankroll
bankroll: 10000,
// Kelly fraction (1 = full, 0.5 = half)
kellyFraction: 0.5,
// Limits
maxPositionPercent: 25,
maxTotalExposure: 80,
});
Basic Kelly
// Binary outcome (YES/NO market)
const size = sizing.kelly({
marketPrice: 0.45, // Current price
estimatedProb: 0.55, // Your probability estimate
bankroll: 10000,
});
console.log(`Optimal bet: $${size.optimalSize}`);
console.log(`Edge: ${size.edge}%`);
console.log(`Kelly %: ${size.kellyPercent}%`);
console.log(`Expected value: $${size.expectedValue}`);
Fractional Kelly
// Half Kelly (recommended for most traders)
const halfKelly = sizing.kelly({
marketPrice: 0.45,
estimatedProb: 0.55,
bankroll: 10000,
fraction: 0.5, // Half Kelly
});
// Quarter Kelly (very conservative)
const quarterKelly = sizing.kelly({
marketPrice: 0.45,
estimatedProb: 0.55,
bankroll: 10000,
fraction: 0.25,
});
console.log(`Full Kelly: $${sizing.kelly({...}).optimalSize}`);
console.log(`Half Kelly: $${halfKelly.optimalSize}`);
console.log(`Quarter Kelly: $${quarterKelly.optimalSize}`);
What ships with it
1 file 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.
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.
- 6d ago First seen · 239 lines · 11 tokens per session scan A e8fce0a6f29e
sizing is a skill published in the GitHub repository alsk1992/CloddsBot (1,190 stars, last pushed 7d ago), licensed MIT. It adds 11 tokens to every session and 1,570 once invoked, about $0.0001 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 2026-09-03.
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