INNER CODE UNIT · Python

keyword_score

LiuMengxuan04/shushu-internship-tool · skills/shushu-internship-tool/scripts/shushu_internship_tool/candidate_score.py:138

def keyword_score(candidate: dict[str, Any]) -> tuple[int, list[str], str]:
    agent_matches = normalize_list(candidate.get("matched_jd_terms"))
    matched = list(dict.fromkeys(agent_matches))
    explicit_score, source = _clamped_explicit_score(
        candidate,
        ("jd_match_score", "jd_score", "jd_match_points"),
        default=min(30, len(matched) * 5),
        minimum=0,
        maximum=30,
    )
    score = explicit_score
    reason = f"JD match score from {source}" if source else f"{len(matched)} agent-supplied JD matches"
    return score, matched, reason


def _tag_slug(value: Any) -> str:
    text = str(value or "").strip().lower()
    text = text.replace("_", "-").replace("+", "-")

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