JeremyJC67

Use when given a doc, issue, or problem to analyze and implement autonomously. Triggers when user says "work on ENG-123", provides a doc/spec to implement, or wants autonomous development from analysis through to PRs.

Use when a PR is created and needs code review before merging. Triggers after autonomous-dev creates PRs, or when user says "review PR

Use when the user sends a sentence or short paragraph (in any language) to translate, understand deeply, or rewrite more professionally, and wants a mother-language-anchored, multilingual explanation that adapts to them over time. Richer multilingual, self-evolving successor to the translate and vocab skills.

Multilingual entity resolution and record matching across cultures and languages. Use when deduplicating records, matching customer/company names across datasets, or resolving entities with cross-cultural name variants. Handles CJK names (Chinese/Japanese/Korean), Arabic transliterations, Hispanic dual surnames, patronymic naming (bin/binti/ibn), Korean romanization variants, and legal entity suffix normalization. Triggers: record matching, deduplication, entity resolution, fuzzy name matching, cross-language matching, merge duplicate records, KYC name matching, or any task involving "are these the same person/company?"