/reference-data
Design and manage reference data systems — security master, client master, account master, identifier mapping, pricing data sources, golden source designation, and governance. Use when building or evaluating a security master database, mapping identifiers across systems (CUSIP
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Design and manage reference data systems — security master, client master, account master, identifier mapping, pricing data sources, golden source designation, and governance. Use when building or evaluating a security master database, mapping identifiers across systems (CUSIP
SKILL.md
reference-data.SKILL.mdname: reference-data
description: "Design and manage reference data systems — security master, client master, account master, identifier mapping, pricing data sources, golden source designation, and governance. Use when building or evaluating a security master database, mapping identifiers across systems (CUSIP to ISIN, SEDOL to FIGI), designing client master models for onboarding or KYC, defining account master attributes across custodians, designating golden sources and MDM patterns across systems, establishing a pricing vendor hierarchy with fallback order, establishing reference data governance and stewardship, handling identifier changes from corporate actions, or troubleshooting issues traced to missing or changed identifiers. Trigger on: security master, CUSIP, ISIN, SEDOL, FIGI, client master, account master, pricing data, reference data, golden source, MDM, master data, identifier mapping, data governance, vendor hierarchy."
Reference Data
Core Concepts
1. Security Master
The security master is the authoritative repository of instrument-level reference data, serving as the foundation for portfolio management, trading, performance, reporting, and compliance systems.
**Core fields:** Identifiers (CUSIP, ISIN, SEDOL, FIGI, ticker, internal ID), classification (asset class, sub-class, GICS sector, country, currency), issuer information (name, LEI, ratings), terms and conditions (asset-class-specific contractual attributes), and pricing factors (multiplier, day count, settlement convention).
**Asset-class-specific attributes:** Equity (shares outstanding, market cap, sector, exchange, dividend frequency). Fixed income (coupon, maturity, call schedule, credit rating, seniority, day count). Funds (NAV, expense ratio, share class, distribution frequency, load structure). ETFs (NAV, indicative value, expense ratio, underlying index). Options (underlying, strike, expiration, type, multiplier, exercise style). Alternatives (strategy type, vintage year, commitment, capital call schedule, valuation frequency).
**Security lifecycle events:** IPO/listing (new record creation with all required fields), corporate actions (splits, mergers, spin-offs, name/ticker/exchange changes — the single largest source of security master data quality issues), and delisting/maturity (flag as inactive, retain historical record for performance and audit).
**Golden source designation:** The security master should be the firm's golden source for instrument reference data. All downstream systems retrieve security attributes from it rather than maintaining independent copies.
2. Identifier Systems
Financial instruments carry multiple overlapping identifiers. No single scheme is universally sufficient.
- **CUSIP** — 9-character (6 issuer + 2 issue + 1 check digit), US/Canada securities, administered by CUSIP Global Services (FactSet). Changes on fundamental term changes (mergers, reorganizations).
- **ISIN** — 12-character (2 country + 9 national ID + 1 check digit), ISO 6166, globally unique. Required for MiFID II, EMIR reporting. Wraps the national identifier (CUSIP in US, SEDOL in UK).
- **SEDOL** — 7-character, assigned by the London Stock Exchange for LSE and UK/Irish listings. A single security may have different SEDOLs per listing exchange.
- **FIGI** — 12-character, developed by Bloomberg under OMG standard. Open-source and freely available (unlike CUSIP/SEDOL). Distinguishes instrument-level, composite, and exchange-level identifiers.
- **Ticker symbols** — Exchange-assigned, not globally unique, change frequently. Never use as a primary identifier; use only for display or trading convenience.
- **Internal identifiers** — Firm-generated (UUID or sequential integer), immutable across the security's life. Serves as the stable key linking all external identifiers.
**Identifier mapping:** The security master must maintain a cross-reference table linking all identifiers per security. Challenges include one-to-many relationships (one ISIN to multiple SEDOLs), temporal changes from corporate actions (versioned mappings for point-in-time lookups), and vendor discrepancies requiring conflict resolution.
3. Client Master
The client master is the authoritative repository of client-level reference data supporting onboarding, account management, KYC/AML compliance, reporting, and relationship management.
**Data model:** Individuals (legal name, DOB, SSN/TIN, address, phone, email, citizenship, employment). Entities (legal name, EIN, formation state/country, entity type, formation date). Trusts (trust name, type, grantor, trustee, beneficiaries, governing law).
**Identity management:** Each client must have a single unique identifier regardless of how many accounts or roles they hold. Deduplication is critical for regulatory reporting, household billing, cross-account compliance (wash sales), and unified servicing.
**Household and relationships:** Household grouping links related clients for billing, reporting, and planning. Relationship types include spouse, parent/child, trustee/beneficiary, authorized signer, trusted contact. Advisor assignment (primary, secondary, service team) is tracked here.
**KYC/AML data:** Verification status, method, risk rating, PEP status, OFAC screening results, beneficial ownership (entities), source of funds/wealth, EDD flags.
**Client preferences:** Communication channel, statement delivery, language, investment preferences (ESG exclusions, sector restrictions), tax lot method preference.
**Golden source:** CRM is typically the golden source for relationship and advisory data; custodian is the golden source for regulatory identity data (legal name, SSN, address of record). The client master integrates both and enforces synchronization.
4. Account Master
The account master stores attributes and configuration of every client account, linking accounts to clients and driving trading, billing, reporting, and compliance.
**Attributes:** Regist
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name: reference-data description: "Design and manage reference data systems — security master, client master, account master, identifier mapping, pricing data sources, golden source designation, and governance. Use when building or evaluating a security master database, mapping identifiers across systems (CUSIP to ISIN, SEDOL to FIGI), designing client master models for onboarding or KYC, defining account master attributes across custodians, designating golden sources and MDM patterns across systems, establishing a pricing vendor hierarchy with fallback order, establishing reference data governance and stewardship, handling identifier changes from corporate actions, or troubleshooting issues traced to missing or changed identifiers. Trigger on: security master, CUSIP, ISIN, SEDOL, FIGI, client master, account master, pricing data, reference data, golden source, MDM, master data, identifier mapping, data governance, vendor hierarchy."
Reference Data
Core Concepts
1. Security Master
The security master is the authoritative repository of instrument-level reference data, serving as the foundation for portfolio management, trading, performance, reporting, and compliance systems.
**Core fields:** Identifiers (CUSIP, ISIN, SEDOL, FIGI, ticker, internal ID), classification (asset class, sub-class, GICS sector, country, currency), issuer information (name, LEI, ratings), terms and conditions (asset-class-specific contractual attributes), and pricing factors (multiplier, day count, settlement convention).
**Asset-class-specific attributes:** Equity (shares outstanding, market cap, sector, exchange, dividend frequency). Fixed income (coupon, maturity, call schedule, credit rating, seniority, day count). Funds (NAV, expense ratio, share class, distribution frequency, load structure). ETFs (NAV, indicative value, expense ratio, underlying index). Options (underlying, strike, expiration, type, multiplier, exercise style). Alternatives (strategy type, vintage year, commitment, capital call schedule, valuation frequency).
**Security lifecycle events:** IPO/listing (new record creation with all required fields), corporate actions (splits, mergers, spin-offs, name/ticker/exchange changes — the single largest source of security master data quality issues), and delisting/maturity (flag as inactive, retain historical record for performance and audit).
**Golden source designation:** The security master should be the firm's golden source for instrument reference data. All downstream systems retrieve security attributes from it rather than maintaining independent copies.
2. Identifier Systems
Financial instruments carry multiple overlapping identifiers. No single scheme is universally sufficient.
- **CUSIP** — 9-character (6 issuer + 2 issue + 1 check digit), US/Canada securities, administered by CUSIP Global Services (FactSet). Changes on fundamental term changes (mergers, reorganizations).
- **ISIN** — 12-character (2 country + 9 national ID + 1 check digit), ISO 6166, globally unique. Required for MiFID II, EMIR reporting. Wraps the national identifier (CUSIP in US, SEDOL in UK).
- **SEDOL** — 7-character, assigned by the London Stock Exchange for LSE and UK/Irish listings. A single security may have different SEDOLs per listing exchange.
- **FIGI** — 12-character, developed by Bloomberg under OMG standard. Open-source and freely available (unlike CUSIP/SEDOL). Distinguishes instrument-level, composite, and exchange-level identifiers.
- **Ticker symbols** — Exchange-assigned, not globally unique, change frequently. Never use as a primary identifier; use only for display or trading convenience.
- **Internal identifiers** — Firm-generated (UUID or sequential integer), immutable across the security's life. Serves as the stable key linking all external identifiers.
**Identifier mapping:** The security master must maintain a cross-reference table linking all identifiers per security. Challenges include one-to-many relationships (one ISIN to multiple SEDOLs), temporal changes from corporate actions (versioned mappings for point-in-time lookups), and vendor discrepancies requiring conflict resolution.
3. Client Master
The client master is the authoritative repository of client-level reference data supporting onboarding, account management, KYC/AML compliance, reporting, and relationship management.
**Data model:** Individuals (legal name, DOB, SSN/TIN, address, phone, email, citizenship, employment). Entities (legal name, EIN, formation state/country, entity type, formation date). Trusts (trust name, type, grantor, trustee, beneficiaries, governing law).
**Identity management:** Each client must have a single unique identifier regardless of how many accounts or roles they hold. Deduplication is critical for regulatory reporting, household billing, cross-account compliance (wash sales), and unified servicing.
**Household and relationships:** Household grouping links related clients for billing, reporting, and planning. Relationship types include spouse, parent/child, trustee/beneficiary, authorized signer, trusted contact. Advisor assignment (primary, secondary, service team) is tracked here.
**KYC/AML data:** Verification status, method, risk rating, PEP status, OFAC screening results, beneficial ownership (entities), source of funds/wealth, EDD flags.
**Client preferences:** Communication channel, statement delivery, language, investment preferences (ESG exclusions, sector restrictions), tax lot method preference.
**Golden source:** CRM is typically the golden source for relationship and advisory data; custodian is the golden source for regulatory identity data (legal name, SSN, address of record). The client master integrates both and enforces synchronization.
4. Account Master
The account master stores attributes and configuration of every client account, linking accounts to clients and driving trading, billing, reporting, and compliance.
**Attributes:** Regist
A collection of Claude Code skill plugins for financial services. 91 skills across 7 domain plugins teach Claude investment management, regulatory compliance, advisory workflows, trading operations, and more — so it can assist with finance questions, build
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