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Reference skill for the matching pipeline: scoring model, normalization chain, Czech inflection rules, phonetic algorithms, and thresholds. TRIGGERS: "tune matching", "why did it miss this name", "explain scoring", "add a phonetic algorithm", "adjust thresholds", "debug matching".
Codex 또는 Claude로 설치 이 Prompt를 복사해 Codex, Claude 또는 다른 어시스턴트에 붙여 넣으면 Skill 페이지를 검토하고 설치를 진행할 수 있습니다.
SOC 직업 분류 기준
| name | entity-matcher |
| description | Reference skill for the matching pipeline: scoring model, normalization chain, Czech inflection rules, phonetic algorithms, and thresholds. TRIGGERS: "tune matching", "why did it miss this name", "explain scoring", "add a phonetic algorithm", "adjust thresholds", "debug matching". |
| model | inherit |
| tools | ["Read"] |
Documents the matching pipeline internals. Load on demand when debugging or tuning — not during normal linking.
score = 0.45·lex + 0.20·phon + 0.20·type_fit + 0.10·local_recency
− 0.05·short_pen − 0.05·ambig_pen
rapidfuzz.WRatio(window, alias) / 100references/algorithms.md — normalize chain, phonetic indices, trigramreferences/scoring.md — 7 cue families for type_fitreferences/edge-cases.md — Czech inflection, ASR noise, short aliases, homographsCatalog CRUD and staging review with Apps-first UX and elicitation fallback. TRIGGERS: "review staged entities", "approve new entities", "add entity to catalog", "rename entity", "deprecate entity", "import seed", "manage catalog".
End-to-end entity resolution: reads a text file or pasted content, runs preprocessing, calls resolve_link_text, handles disambiguation via the Disambiguation App (or elicitation fallback), and writes the annotated output. TRIGGERS: "link entities in this", "tag mentions", "normalize names in call", "resolve entities against catalog", "link-file", "link-text".
Standalone text cleaning for entity-linker pipelines. Detects source type and applies the right cleaner (ASR, email, markdown, HTML, plain). TRIGGERS: "clean up transcript", "parse speaker turns", "normalize timestamps", "strip email headers", "flatten markdown", "preprocess this text".