{"slug":"light0305-light-consistency","source_name":"light0305/light-consistency","name":"Light0305/Light Consistency","description":"Light 跨材料一致性常驻机读门:在所有产出材料后台核查术语 / 指标(名+值)/ 创新点表述 / 方法名 在论文·PPT·软著·代码·项目文档之间是否统一,定义一改回扫所有已产出材料,把\"各处说法对齐\"从口头 建议落成**可机检、可阻断、可被总控 run_checkpoint 聚合的机读门**(产 light.findings.v1,术语/指标/ 创新点硬冲突 → Critical fail → exit 1)。何时用:任一材料产出或修改后、投稿/答辩/提交前的跨材料回扫、 受控定义(术语/指标/创新点)变更后。触发词:一致性 / 术语统一 / 指标对不上 / F1 vs 准确率 / 数值冲突 / 论文和PPT不一致 / 创新点表述 / 方法名 / 改名 / 软著与系统 / 术语表 / 回扫。核心纪律:事实源是项目 `.light/` 受控术语表(去本地知识库);脚本**只定位+建议、绝不自动改写**;**视觉一致性靠人工签字、脚本只核文本类**; 查不到权威值写\"未登记/待核查\",绝不编造；缺 registry / provenance 必须报部分覆盖，不能拿零 finding ","version":1,"lift":{"pass_rate_delta_pts":72.73,"pass_rate_pct":95.5,"total_cases":22,"passed_cases":21,"tokens_delta_pct":485.7,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-20T05:39:00.695572+00:00"},"skill_score":0.9545,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":72.73,"with_pass_pct":95.5,"without_pass_pct":22.7,"tokens_delta_pct":485.7,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":20,"verdict":"mixed","never_hurt":true,"completed_at":"2026-08-20T05:39:00.695572+00:00","run_id":"71e83f5e-dc96-49d3-b9a3-e801089d12aa","latest_attempt":{"id":"71e83f5e-dc96-49d3-b9a3-e801089d12aa","runner_model":"gemini-3.6-flash","overall_verdict":"mixed","completed_at":"2026-08-20T05:39:00.695572+00:00","gate":null},"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,"total_uses":0,"total_users":0,"manifest_hash":"fde8e9df052f6642acb53058f6e0bd6e8619ce2df05e4aa94cf8fd8a928e4439","install_name":"light0305-light-consistency","version_id":"6fc41f16-4f57-495e-9018-44082de61a44","body_sha256":"fde8e9df052f6642acb53058f6e0bd6e8619ce2df05e4aa94cf8fd8a928e4439","render_hash":"f9dafd28041bb44b6d69ecc5f5d8b80b2bb2e428acaaa5fd43da2033817d8fb8","raw_url":"https://app.decimal.ai/s/light0305-light-consistency/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/light0305-light-consistency"}