GitHub user
Agent skills by Light0305
- skills
- 23
- repository
- 1
Repositories by Light0305
Skills by Light0305, ranked
Ranked by score. Sort bymost stars,trending,newest,recently updated
| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | Verifies that every reference in a manuscript is real, correctly identified and actually supports its claim, and produces a citation registry for typesetting. | Light0305/ | 640 | — | ~3.4k | Automated safety check: Pass | MIT | 3 mo ago |
| 2 | Coordinates and recovers multi-stage Light research projects from a single passport file, with checkpoints, stale-work tracking and rerouting only when you approve. | Light0305/ | 640 | — | ~3.8k | Automated safety check: Pass | MIT | 3 mo ago |
| 3 | Builds an evidence-backed invention disclosure packet from a project or research result for attorney or patent-agent review, without giving legal advice. | Light0305/ | 640 | — | ~2k | Automated safety check: Pass | MIT | 3 mo ago |
| 4 | Audits, scaffolds and safely migrates research project folder structures, keeping existing repositories read-only until you approve exact moves from a plan. | Light0305/ | 640 | — | ~3k | Automated safety check: Notes | MIT | 3 mo ago |
| 5 | Prepares draft materials for a China software copyright registration from a real project: application worksheet, source deposit plan, operation manual and consistency checks. | Light0305/ | 640 | — | ~1.9k | Automated safety check: Pass | MIT | 3 mo ago |
| 6 | Evidence-based workflow for designing or modernizing a software system: current-state inventory, options, API and schema contracts, migration plans, ADRs and verification. | Light0305/ | 640 | — | ~3.6k | Automated safety check: Pass | MIT | 3 mo ago |
| 7 | Build and preflight submission-ready LaTeX/PDF artifacts for Light stage 11. | Light0305/ | 640 | — | ~3.3k | Automated safety check: Pass | MIT | 3 mo ago |
| 8 | Checks that terms, metrics, innovation claims and method names stay consistent across a paper, slides, software copyright documents, code and project docs. | Light0305/ | 640 | — | ~4k | Automated safety check: Pass | MIT | 3 mo ago |
| 9 | Finds usable public datasets, judges whether the data can support a research idea, and checks train and test splits for leakage before results are trusted. | Light0305/ | 640 | — | ~4.9k | Automated safety check: Pass | MIT | 3 mo ago |
| 10 | Builds the code for a frozen research experiment test-first, with leakage controls, seed handling and saved evidence so results can be rerun and audited. | Light0305/ | 640 | — | ~2.3k | Automated safety check: Pass | MIT | 3 mo ago |
| 11 | 11.Light Figure Light 科研主线第 9 步·图表：图服务论点（每图支撑哪条 claim、删了缺什么）+ 出版级规格（栏宽/字号/色盲安全/ 误差棒+n+显著性）+ 视觉诚实（不偷偷截 y 轴/不双 y 轴伪相关/不 jet-rainbow）+ 渲染后多模态「真看一眼」+ 论文数据图程序化生成绝不 AI 生图。何时用：结果分析做完要画论文图表 / 规划一组图（图清单+预算+反冗余）/ 选图型 /… | Light0305/ | 640 | — | ~4.1k | Automated safety check: Pass | MIT | 3 mo ago |
| 12 | Light 科研主线第 3 步·提 idea:从模糊方向/数据/文献结构化发散(激发算子系统生成,不是泛泛头脑风暴) → 产值得做且做得成的分层候选 idea(moonshot 冲刺/solid 稳妥/safe 保底),每个必答为什么值得做·创新点· 比现有强在哪·解决什么具体问题·能投什么层次,且提出时就自带撞车前置自查(最像的前作+delta,吃上游 literature-search… | Light0305/ | 640 | 1 repo | ~4.6k | Automated safety check: Pass | MIT | 3 mo ago |
| 13 | Light 多格式文件深度理解常驻技能：强大地读 Word / PDF / PPTX / Excel / CSV / 图片 / 视频 / 代码 / 压缩包，不只提取文字，而是理解结构 / 图表 / 数据 / 格式要求 / 隐含意图，产结构化"理解笔记"五面 （结构逻辑·关键内容·格式约束·视觉风格·可复用）并映射到下游技能动作（这个文件→接下来能做什么）。 | Light0305/ | 640 | — | ~4.1k | Automated safety check: Pass | MIT | 3 mo ago |
| 14 | Light 科研主线第 7 步·结果分析：不描述好坏、解释「为什么」，把每条结论绑死到 claim + 证据强度，并防 p-hacking。 | Light0305/ | 640 | 1 repo | ~5.5k | Automated safety check: Pass | MIT | 3 mo ago |
| 15 | Light 按需工程技能·前端设计：把模糊的「做个好看的界面」落成能跑的 React/Tailwind/shadcn 代码 + 设计决策说明—— 有视觉记忆点(signature element)、风格自洽(design tokens 一致)、适配场景(学术海报/数据大屏/管理后台/移动端/营销 landing 信息密度各不同)、反「一眼 AI」(紫蓝渐变/Inter/16px 圆角/巨型… | Light0305/ | 640 | — | ~3.1k | Automated safety check: Pass | MIT | 3 mo ago |
| 16 | Light 项目运行时记忆与项目管理常驻技能:把"项目做到哪/定了啥/出到哪版/术语怎么统一/上次断哪" 落到每个项目自己的 .light/ 目录(项目卡 + 决策日志 + 版本史 + 受控术语表 + 跨会话交接卡), 复用 passport.py 引擎管 DAG 台账(不重造)。它是 consistency 事实源的归属方,定义一改即变更广播… | Light0305/ | 640 | — | ~5.2k | Automated safety check: Pass | MIT | 3 mo ago |
| 17 | Light 科研诚信与伦理全生命周期常驻红线门:在研究分诊、审批、采集、变更、分析、投稿、发布与出版后检查 学术不端/数据造假/统计自洽/结论夸大/幻觉与撤稿 引用/自我抄袭/隐私/版权/署名与 AI 披露/软著专利权属/论文工厂洗稿等风险,把"别造假别夸大"从口头建议 落成可机检、可阻断、可被总控 runcheckpoint 聚合的机读门(产… | Light0305/ | 640 | — | ~3.5k | Automated safety check: Pass | MIT | 3 mo ago |
| 18 | Light 科研主线第 4 步·审 idea：以顶会审稿人标准严审 idea，撞车/无创新 fatal flaw 一票否决(critical 门)， 逼出真能发表的 idea。何时用：用户问"这 idea 行不行/够不够新/能不能发""帮我严审/挑刺/找致命问题" / idea 定稿前把关 / 收到 idea-generation 的候选要审 / 怀疑撞车(被人做过)。触发词：审 idea /… | Light0305/ | 640 | — | ~4.7k | Automated safety check: Pass | MIT | 3 mo ago |
| 19 | Light 科研主线第 5 步·研究方案与实验设计：把 idea-critique 放行的 idea 与 data feasibility 拆成能真执行、能写进论文、 能复现的 question/estimand、实验矩阵与预注册包。何时用：idea 已通过审查要落地 / 要设计实验·消融·对比·敏感性· 泛化·鲁棒性 / 写研究方案 PROJECTPLAN / 锁 primary… | Light0305/ | 640 | — | ~5.3k | Automated safety check: Pass | MIT | 3 mo ago |
| 20 | Build auditable peer-review revision and author-response packages for Light stage 13. | Light0305/ | 640 | — | ~3.5k | Automated safety check: Pass | MIT | 3 mo ago |
| 21 | Build evidence-bound journal or conference shortlists for Light stage 12. | Light0305/ | 640 | — | ~3.4k | Automated safety check: Pass | MIT | 3 mo ago |
| 22 | Light 科研主线第 1 步·文献调研:在线多源检索(OpenAlex/arXiv/Crossref/Europe PMC/DOAJ,全程免 key)→ 产出不是论文列表,是可直接喂 idea 的"领域地图":近三年前沿 + 经典奠基 + 跨领域方法移植三层分别 检索分别排序,合成研究脉络 + 方法谱系 + 未解问题地图,揪出最像你设想的那一篇→喂 idea-critique… | Light0305/ | 640 | — | ~3.8k | Automated safety check: Pass | MIT | 3 mo ago |
| 23 | 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… | Light0305/ | 640 | — | ~5.5k | Automated safety check: Pass | MIT | 3 mo ago |
Questions, answered from the data.
What is the best skill by Light0305?
Citation Verification from Light0305/Light-skills ranks first of the 23 skills by Light0305 listed here, with the highest score: its repository has 640 GitHub stars, its SKILL.md loads about 3.4k tokens and it passes the automated safety check with no findings. Next come Light Research Orchestrator and Patent Disclosure Handoff.
Are Light0305's skills official?
None yet. All 23 skills by Light0305 listed here come from community repositories; a skill counts as official when the product's own GitHub organization publishes it.
How are these skills ranked?
By Skill Navigator score, which combines the GitHub stars of the skill's repository (shared across that repo's skills and discounted for large collections), how many other GitHub owners carry a copy of the skill, and automated SKILL.md quality checks, minus penalties for safety-check warnings and for each further skill from the same repository. Skills that fail the safety check are not listed.