{"slug":"light0305-light-paper-writing","source_name":"light0305/light-paper-writing","name":"Light0305/Light Paper Writing","description":"Light 科研主线第 8 步·论文写作：围绕「如何让审稿人相信值得发表」组织，初稿→审稿人视角循环打磨； 每个 claim 都有证据、措辞强度匹配证据强度、绝不过度宣称。何时用：实验+分析做完要写论文 / 写/改摘要·引言· 贡献句·结论 / 担心「claim 无证据 或 措辞夸大」/ 要让贡献三处(摘要·引言·结论)一致 / 引言四段式(痛点→不足→ 洞察→贡献) / 要当审稿人自己挑一遍 / 论文初稿润色去 AI 腔/被动/语法。 触发词：写论文 / 论文写作 / 写摘要 abstract / 写引言 introduction / 贡献句 contribution / 写结论 / 润色 polish / 改写 / 措辞 / 过度宣称 overclaim / claim 无证据 / 审稿人视角 / 自我审稿 / 贡献一致 / hedge / 学术腔 / AI 腔 / 被动语态 / paper writing / draft。 核心纪律：**claim 无证据 = critical 诚信门**（spec §4.2，STAGE_GATES[8]=[claim_evidence,over","version":1,"lift":{"pass_rate_delta_pts":50,"pass_rate_pct":100,"total_cases":22,"passed_cases":22,"tokens_delta_pct":527,"turns_delta_pct":0,"verdict":"pass","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-20T03:40:15.578488+00:00"},"skill_score":null,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":50,"with_pass_pct":100,"without_pass_pct":50,"tokens_delta_pct":527,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":22,"verdict":"pass","never_hurt":true,"completed_at":"2026-08-20T03:40:15.578488+00:00","run_id":"0b7deaf5-8ecc-4248-8107-4904db9db8ea","version_number":1,"is_latest_version":true,"gate":null}],"trust":{"skill_safety":"passed","safety_status":"clean","intent_verdict":"safe","content_status":"clean","indexable":true},"license":"MIT","install_count":0,"manifest_hash":"3ea2de89ba8e42b6a3261725a36304b2de0d18d2e43d920d6bf3a16b72a79919","raw_url":"https://app.decimal.ai/s/light0305-light-paper-writing/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/light0305-light-paper-writing"}