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…
Part of Light SkillsPack · 23 skills
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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 冒充全查。
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npx -y degit Light0305/Light-skills/skills/light-consistency ~/.copilot/skills/light-consistency
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npx -y degit Light0305/Light-skills/skills/light-consistency ~/.cursor/skills/light-consistency
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npx -y degit Light0305/Light-skills/skills/light-consistency ~/.claude/skills/light-consistency
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npx -y degit Light0305/Light-skills/skills/light-consistency ~/.agents/skills/light-consistency
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npx -y degit Light0305/Light-skills/skills/light-consistency ~/.gemini/skills/light-consistency
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npx -y degit Light0305/Light-skills/skills/light-consistency .agents/skills/light-consistency
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npx -y degit Light0305/Light-skills/skills/light-consistency ~/.openclaw/skills/light-consistency
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npx -y degit Light0305/Light-skills/skills/light-consistency ~/.config/opencode/skills/light-consistency
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npx -y degit Light0305/Light-skills/skills/light-consistency ~/.hermes/skills/light-consistency
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Khazix's everyday skills: goal briefs for long agent runs, disk cleanup, AI news, doc tidy-ups, deep research and Chinese long-form writing.
A library of AI research skills that lets your agent fine-tune, train, evaluate and serve models, and take a project from idea to paper.
A six-step competitive analysis for product managers, from the market landscape to rivals' strategic direction, ending in battle cards.
Researches tech and advanced-manufacturing investment themes by finding supply-chain bottlenecks, then ranks which companies to study first.
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