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 risk-aigit 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/risk-ai)<a href="https://agentmods.dev/skills/kayzaa/k.i.t.-bot/risk-ai"><img src="https://agentmods.dev/badge/skills/kayzaa/k.i.t.-bot/risk-ai/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/risk-ai"><img src="https://agentmods.dev/badge/skills/kayzaa/k.i.t.-bot/risk-ai.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 | $0.00029 | $0.02418 |
| Opus 5 | $0.00015 | $0.01209 |
| Sonnet 5 | $0.00006 | $0.00484 |
| Haiku 4.5 | $0.00003 | $0.00242 |
Grade A, and why
risk-ai 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 risk-ai — 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 — 343 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Risk AI 🛡️
Your portfolio's guardian angel. Institutional-grade risk management that protects your capital 24/7.
Risk Metrics
Value at Risk (VaR)
Maximum expected loss at a given confidence level.
kit risk var
# Output:
📊 Value at Risk Analysis
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
Portfolio Value: $100,000
VaR (1 Day):
• 95% Confidence: -$3,450 (-3.45%)
→ 95% sure we won't lose more than $3,450 today
• 99% Confidence: -$5,230 (-5.23%)
→ 99% sure we won't lose more than $5,230 today
VaR (1 Week):
• 95% Confidence: -$7,820 (-7.82%)
• 99% Confidence: -$11,450 (-11.45%)
Historical VaR (Based on last 252 days):
• Worst Day: -8.7% ($8,700)
• Worst Week: -15.2% ($15,200)
• Worst Month: -28.4% ($28,400)
Current Risk Level: MODERATE ⚠️
Suggested Action: Consider reducing BTC exposure by 10%
Expected Shortfall (CVaR)
Average loss when VaR is exceeded.
kit risk cvar
# Output:
📊 Expected Shortfall (CVaR)
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
If we exceed our 95% VaR, the expected loss is:
• 1 Day CVaR: -$5,120 (-5.12%)
• 1 Week CVaR: -$11,890 (-11.89%)
Interpretation:
On the worst 5% of days, we expect to lose ~$5,120 on average.
This is the "tail risk" that VaR doesn't capture.
Portfolio Beta
Correlation with overall market.
kit risk beta
# Output:
📊 Portfolio Beta Analysis
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
Overall Portfolio Beta: 1.23
→ Portfolio moves 23% more than the market
By Asset:
┌─────────┬────────┬─────────┬────────────────────┐
│ Asset │ Weight │ Beta │ Contribution │
├─────────┼────────┼─────────┼────────────────────┤
│ BTC │ 50% │ 1.00 │ 0.50 │
│ ETH │ 30% │ 1.35 │ 0.41 │
│ SOL │ 10% │ 1.80 │ 0.18 │
│ USDT │ 10% │ 0.00 │ 0.00 │
└─────────┴────────┴─────────┴────────────────────┘
Recommendation:
Portfolio is 23% more volatile than market.
To reduce to beta of 1.0, reduce SOL and ETH exposure.
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.
- 8d ago First seen · 343 lines · 29 tokens per session scan A c399b4d7f149
risk-ai is a skill published in the GitHub repository kayzaa/k.i.t.-bot (5 stars, last pushed 6mo ago), licensed MIT. It adds 29 tokens to every session and 2,418 once invoked, about $0.0001 per session on Opus 5. A static security scan graded it A with 0 findings. It is 100% identical to risk-ai, differing in 0 lines, and is treated as a copy.
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