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 nklofy/code-agent-skills --skill ito-basket-comparegit clone --depth 1 https://github.com/nklofy/code-agent-skillsWrote 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/nklofy/code-agent-skills/ito-basket-compare)<a href="https://agentmods.dev/skills/nklofy/code-agent-skills/ito-basket-compare"><img src="https://agentmods.dev/badge/skills/nklofy/code-agent-skills/ito-basket-compare/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/nklofy/code-agent-skills/ito-basket-compare"><img src="https://agentmods.dev/badge/skills/nklofy/code-agent-skills/ito-basket-compare.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 | $0.00047 | $0.00464 |
| Opus 5 | $0.00023 | $0.00232 |
| Sonnet 5 | $0.00009 | $0.00093 |
| Haiku 4.5 | $0.00005 | $0.00046 |
Grade A, and why
ito-basket-compare 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.
What it actually says
Itô Basket Compare
Use this skill to compare a basket, theme, or market set against a user's knowledge base, portfolio notes, research memo, CRM context, or stated thesis.
This skill is read-only. It does not recommend trades. It helps a user inspect fit, exposure, assumptions, and missing context before they decide what to do.
Guardrails
- Do not provide investment advice or tell the user to buy, sell, hold, hedge, lever, or size a trade.
- Do not execute, prepare, or submit orders.
- Do not use private documents unless the user explicitly points to them.
- Use
ITO_API_KEYonly for read-only Itô basket/market data after explicit user request. - If comparing against financials, preserve privacy and summarize only the fields needed for the comparison.
Comparison Modes
Basket vs Knowledge Base
- Identify the basket theme and underliers.
- Retrieve the user's relevant notes, docs, or memory snippets.
- Map each underlier to claims, sources, uncertainties, and stale assumptions.
- Return aligned signals, conflicting signals, and missing research.
Basket vs Portfolio Notes
- Parse the user's watchlist, holdings summary, or exposure notes.
- Compare themes, geographies, time horizons, and event outcomes.
- Flag concentration, correlation, and duplicated narrative exposure.
- Avoid recommendations; phrase output as inspection and questions.
Basket vs Financial Context
- Accept only user-provided or explicitly selected financial context.
- Identify liquidity, drawdown, time-horizon, and constraint mismatches.
- Ask for missing constraints instead of guessing.
Output Contract
Use this structure:
- Basket summary
- Comparison target
- Matches
- Conflicts or stale assumptions
- Missing context
- User-action checklist
End with:
This comparison is informational and not investment or trading advice.
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 · 65 lines · 47 tokens per session scan A 3d26d13ac354
ito-basket-compare is a skill published in the GitHub repository nklofy/code-agent-skills (18 stars, last pushed 2mo ago), licensed Apache-2.0. It adds 47 tokens to every session and 464 once invoked, about $0.0002 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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