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affaan-m/ito-basket-compare

affaan-m

ito-basket-compare

Compare Itô prediction-market baskets against a user's knowledge base, portfolio notes, financial context, watchlist, or research thesis. Use for read-only basket comparison and gap analysis without investment advice or live trading.

New~532Updated Jul 14, 2026

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_KEY only 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

  1. Identify the basket theme and underliers.
  2. Retrieve the user's relevant notes, docs, or memory snippets.
  3. Map each underlier to claims, sources, uncertainties, and stale assumptions.
  4. Return aligned signals, conflicting signals, and missing research.

Basket vs Portfolio Notes

  1. Parse the user's watchlist, holdings summary, or exposure notes.
  2. Compare themes, geographies, time horizons, and event outcomes.
  3. Flag concentration, correlation, and duplicated narrative exposure.
  4. Avoid recommendations; phrase output as inspection and questions.

Basket vs Financial Context

  1. Accept only user-provided or explicitly selected financial context.
  2. Identify liquidity, drawdown, time-horizon, and constraint mismatches.
  3. Ask for missing constraints instead of guessing.

Output Contract

Use this structure:

  1. Basket summary
  2. Comparison target
  3. Matches
  4. Conflicts or stale assumptions
  5. Missing context
  6. User-action checklist

End with:

This comparison is informational and not investment or trading advice.
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Overall Score

78/100

Grade

B

Good

Safety

82

Quality

76

Clarity

80

Completeness

70

Summary

This skill enables read-only comparison of investment prediction-market baskets against user-provided knowledge bases, portfolio notes, research theses, and financial context. It helps users identify alignment, conflicts, gaps, and assumptions without providing investment advice or executing trades.

Detected Capabilities

read-only data accessapi-key authentication (ITO_API_KEY)document retrieval and parsingstructured text comparison and analysisuser knowledge base consultation

Trigger Keywords

Phrases that MCP clients use to match this skill to user intent.

compare prediction basketbasket gap analysisresearch thesis alignmentportfolio exposure auditmarket basket inspectionwatchlist overlap check

Risk Signals

INFO

API key usage (ITO_API_KEY) for data access

Guardrails section
WARNING

Access to user's private financial documents and notes

Comparison Modes section
INFO

Parsing user's portfolio and watchlist data

Basket vs Portfolio Notes subsection

Use Cases

  • Compare a prediction-market basket against your research thesis to spot missing narratives or conflicting signals
  • Audit portfolio exposure overlap with a themed basket to detect concentration or correlated risks
  • Inspect what a market basket's construction assumes about geographies, time horizons, or event outcomes
  • Map an Itô basket's underliers to your own knowledge and notes to find stale assumptions or gaps
  • Validate watchlist holdings against a thematic basket to ensure no duplicate narrative exposure

Quality Notes

  • Skill is well-scoped with explicit guardrails preventing investment advice or trade execution
  • Clear mode structure (Knowledge Base, Portfolio Notes, Financial Context) helps agents understand different comparison contexts
  • Output contract is well-defined with a standard informational disclaimer
  • Guardrails section effectively documents privacy constraints and API key usage limits
  • Missing documentation on how to handle missing user context or ambiguous basket definitions
  • No error handling guidance for malformed portfolio notes or incomplete basket data
  • Could benefit from examples of output format for each comparison mode
Model: claude-haiku-4-5-20251001Analyzed: Jul 14, 2026

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Version History

  1. v1.1

    Content updated

    ✦ AINo behavioral changes detected.

    2026-07-14

    Latest
  2. v1.0

    2026-05-25

    View This VersionInitial version

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