Citation Verification Guide
Galaxy-Dawn/claude-scholar
Reference guidance for checking every citation in academic writing against canonical sources such as DOI, arXiv, CrossRef and Semantic Scholar, to catch fake or wrong references.
Academic paper writing for 3D vision, computer graphics, CAD, and 3D understanding.
Install Cg Paper Writing
$ npx skills add jaccen/Awesome-Gaussian-Skills --skill cg-paper-writing -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install jaccen/Awesome-Gaussian-Skills cg-paper-writing --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/jaccen/Awesome-Gaussian-Skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/cg-paper-writing .claude/skills/cg-paper-writing && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "cg-paper-writing" agent skill from https://github.com/jaccen/Awesome-Gaussian-Skills/tree/main/skills/cg-paper-writing into .claude/skills/cg-paper-writing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cg-paper-writing", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/jaccen/Awesome-Gaussian-Skills/tree/main/skills/cg-paper-writingType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add jaccen/Awesome-Gaussian-Skills --skill cg-paper-writing -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install jaccen/Awesome-Gaussian-Skills cg-paper-writing --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jaccen/Awesome-Gaussian-Skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/cg-paper-writing .agents/skills/cg-paper-writing && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "cg-paper-writing" agent skill from https://github.com/jaccen/Awesome-Gaussian-Skills/tree/main/skills/cg-paper-writing into .agents/skills/cg-paper-writing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cg-paper-writing", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add jaccen/Awesome-Gaussian-Skills --skill cg-paper-writing -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install jaccen/Awesome-Gaussian-Skills cg-paper-writing --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jaccen/Awesome-Gaussian-Skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/cg-paper-writing .cursor/skills/cg-paper-writing && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "cg-paper-writing" agent skill from https://github.com/jaccen/Awesome-Gaussian-Skills/tree/main/skills/cg-paper-writing into .cursor/skills/cg-paper-writing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cg-paper-writing", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/jaccen/Awesome-Gaussian-Skills.git --path skills/cg-paper-writing--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add jaccen/Awesome-Gaussian-Skills --skill cg-paper-writing -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install jaccen/Awesome-Gaussian-Skills cg-paper-writing --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jaccen/Awesome-Gaussian-Skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/cg-paper-writing .gemini/skills/cg-paper-writing && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "cg-paper-writing" agent skill from https://github.com/jaccen/Awesome-Gaussian-Skills/tree/main/skills/cg-paper-writing into .gemini/skills/cg-paper-writing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cg-paper-writing", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install jaccen/Awesome-Gaussian-Skills cg-paper-writingInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add jaccen/Awesome-Gaussian-Skills --skill cg-paper-writing -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/jaccen/Awesome-Gaussian-Skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/cg-paper-writing .github/skills/cg-paper-writing && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "cg-paper-writing" agent skill from https://github.com/jaccen/Awesome-Gaussian-Skills/tree/main/skills/cg-paper-writing into .github/skills/cg-paper-writing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cg-paper-writing", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add jaccen/Awesome-Gaussian-Skills --skill cg-paper-writing -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install jaccen/Awesome-Gaussian-Skills cg-paper-writing --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jaccen/Awesome-Gaussian-Skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/cg-paper-writing .opencode/skills/cg-paper-writing && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "cg-paper-writing" agent skill from https://github.com/jaccen/Awesome-Gaussian-Skills/tree/main/skills/cg-paper-writing into .opencode/skills/cg-paper-writing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cg-paper-writing", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
cg-paper-writing- GitHub stars
- 161
- Token cost
- ~4.4k tokens
- SKILL.md length
- 1,165 words
- Files
- 41 (incl. references)
- Skills in repo
- 13
- Repo updated
- First seen
- Licence
- Apache-2.0
At a glance
Academic paper writing for 3D vision, computer graphics, CAD, and 3D understanding.
- Works in 3 steps: Detect Request Axes → Load Required Fragments → Execute Writing Task
- Revising a CG/3D vision paper
- SKILL.md covers Step 1 — Detect Request Axes, Step 2 — Load Required Fragments, Step 3 — Execute Writing Task and Rules, plus 5 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Cg Paper Writing is an agent skill from jaccen/Awesome-Gaussian-Skills. Academic paper writing for 3D vision, computer graphics, CAD, and 3D understanding. Covers NeRF, 3DGS, SLAM, point cloud, 3D shape, CAD modeling. Supports CVPR/ICCV/ECCV/SIGGRAPH venues and Chinese core journals (17 journal-specific format specs). Multi-agent adversarial review, citation integrity gates, style calibration, paper novelty/industry-value evaluation, pre-submission format audit, experiment claim verification. Use when: writing or revising a CG/3D vision paper, drafting…
Its SKILL.md is about 4.4k tokens, which your agent loads only when the skill is triggered. The skill folder holds 41 other files, including reference files (for example `manifest.yaml`, `references/3dgs-citation-audit.md` and `references/3dgs-domain-venues.md`).
It sits in Research & Science, covering Scientific writing, Brand voice and tone and Fact-checking and source verification. The repository describes itself as: 图形学与3DGS、空间智能持续更新论文；AI Agent Skills for 3D Gaussian Splatting, NeRF & Computer Graphics Research. 800+ methods, 25categories, 12skills. OpenClaw / Claude Code compatible. The licence is Apache-2.0.
When your agent uses it
- Revising a CG/3D vision paper
- Drafting abstract/intro/method/experiments
- Running adversarial review
- Citation integrity check
Example prompts
- “/cg-paper-writing”
Workflow steps
3 steps, taken from the step headings in SKILL.md.
What it can do on your machine
Read from SKILL.md and the folder at commit b43e455. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
No scripts in the folder and no shell commands in SKILL.md.
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Cg Paper Writing loads about 4.4k tokens when it runs, and up to ~89k if it reads all its reference files. Until then it costs about 178 tokens; SKILL.md has 1,165 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
SKILL.md
The full file from jaccen/Awesome-Gaussian-Skills at commit b43e455, republished under its Apache-2.0 licence (© jaccen). 1,165 words, ~4,448 tokens.
Download SKILL.mdSave it as
.claude/skills/cg-paper-writing/SKILL.md (or your agent's skills folder). This skill also uses 40 other files; get the full folder from GitHub.- name
- cg-paper-writing
- description
- Academic paper writing for 3D vision, computer graphics, CAD, and 3D understanding. Covers NeRF, 3DGS, SLAM, point cloud, 3D shape, CAD modeling. Supports CVPR/ICCV/ECCV/SIGGRAPH venues and Chinese core journals (17 journal-specific format specs). Multi-agent adversarial review, citation integrity gates, style calibration, paper novelty/industry-value evaluation, pre-submission format audit, experiment claim verification. Use when: writing or revising a CG/3D vision paper, drafting abstract/intro/method/experiments, running adversarial review or citation integrity check, calibrating writing style to a venue, evaluating paper value, 写论文/写paper/CG论文/计算机学报投稿/软件学报投稿/图形学学报投稿/自动化学报投稿/中文核心期刊.
- display_name
- CG论文写作引擎
- display_name_en
- CG Paper Writing Engine
- description_zh
- 面向计算机图形学与三维视觉的学术论文写作引擎。覆盖 NeRF、3DGS、SLAM、点云、三维形状与 CAD 建模方向，支持 CVPR/SIGGRAPH/NeurIPS/TVCG 等国际会议期刊，以及《计算机学报》《软件学报》等 17…
- description_en
- An academic paper writing engine for computer graphics and 3D vision: NeRF, 3DGS, SLAM, point clouds, 3D shape and CAD modeling. Supports…
- category
- writing
- version
- 3.2.0
- author
- jaccen
- license
- Apache-2.0
- user-invocable
- true
- agent_created
- true
CG Paper Writing Engine (Router)
Architecture: Axis-driven static/dynamic router. Do NOT try to apply the writing logic from memory or from this router alone. Always load fragments from disk as described below.
Step 1 — Detect Request Axes
Analyze the user's request to determine axis values:
Axis: section
| User Intent | section value |
|---|---|
| Writing or revising title | title |
| Writing or revising abstract | abstract |
| Writing or revising introduction | intro |
| Writing or revising related work | related-work |
| Writing or revising methodology | method |
| Writing or revising experiments | experiments |
| Writing contribution statements | contribution |
| Topic / venue selection for a 3DGS sub-field | topic |
| Looking up verified method landscape / baselines / datasets / metrics | knowledge |
| Full paper or unspecified section | all |
Axis: venue
| User Intent | venue value |
|---|---|
| Targeting CVPR/ICCV/ECCV | cvpr |
| Targeting SIGGRAPH/EG/PG | siggraph |
| Targeting NeurIPS/AAAI | neurips |
| Targeting TVCG/CGF/TOG/TPAMI | tvcg |
| Writing PhD thesis chapter | thesis |
| Targeting Nature/Science sub-journals, Chemical Reviews, or other top-tier journals; submission strategy questions (投稿策略/顶刊/子刊/综述) | top-journal |
| Targeting Chinese core journals (软件学报/计算机学报/计算机研究与发展/中文核心期刊) or writing in Chinese | chinese-journal |
| Targeting 计算机学报 (Chinese Journal of Computers / CJC / 学报综述 / 学报投稿) | cjc |
| Targeting 软件学报 (Journal of Software / JoS / 软件学报投稿) | jos |
| Targeting 计算机辅助设计与图形学学报 (JCAD / 图形学学报投稿 / CAD与图形学) | jcad |
| Targeting 自动化学报 (Acta Automatica Sinica / AAS) | aas |
| Targeting 中国科学：信息科学 (Scientia Sinica Informationis / SCIS) | scis |
| Targeting 计算机研究与发展 (JCRD / CRAD) | crad |
| Targeting 中文信息学报 (JCIS / NLP学报) | jcis |
| Targeting 中国图象图形学报 (JIG / 图象图形学报) | cjig |
| Targeting 模式识别与人工智能 (PRAI / PR与AI) | pra |
| Targeting 智能系统学报 (CAAI Transactions / 智能系统) | caai |
| Targeting 虚拟现实与智能硬件 (VRIH / VR期刊) | vrih |
| Targeting 计算机科学 (Computer Science / JSKX) | jskx |
| Targeting 计算机应用 (Journal of Computer Applications / JCA) | jsjy |
| Targeting 图学学报 (Journal of Graphics / TXB) | txxb |
| Targeting 机器人 (Robot / 机器人学报) | robot |
| Targeting 计算机应用研究 (Application Research of Computers / AROC) | jsjyyj |
| Targeting 工医艺的可视计算 (VCIBA / 可视计算) | vciba |
| Targeting CCF国际期刊 / IEEE/ACM Transactions / Springer / Elsevier 期刊投稿 | ccf-intl |
| Unspecified or multi-venue | all |
If the user does not specify, defaults are: section=all, venue=all.
Step 2 — Load Required Fragments
Always Load (every invocation)
Read these files from references/:
- references/core-stance.md — Role, writing process, de-AI rules, citation fact-check, guardrails
- references/symbols-terminology.md — Mathematical symbols, CG/CAD/3D terminology reference
- references/writing-patterns-from-top-papers.md — Exemplar patterns from 3DGS/Mip-Splatting/D4RT (concrete writing techniques with direct quotes); load for style calibration on any section
On-Demand Load (by detected section)
| section | Fragment(s) to Load |
|---|---|
| title | references/writing-abstract-intro.md |
| abstract | references/writing-abstract-intro.md |
| intro | references/writing-abstract-intro.md |
| related-work | references/writing-related-method.md + references/3dgs-paper-knowledge.md |
| method | references/writing-related-method.md |
| experiments | references/writing-experiments.md + references/3dgs-paper-knowledge.md |
| contribution | references/writing-experiments.md |
| topic | references/3dgs-domain-venues.md |
| knowledge | references/3dgs-paper-knowledge.md |
| all | All writing fragments (abstract-intro, related-method, experiments) + references/3dgs-domain-venues.md |
On-Demand Load (by detected venue)
| venue | Fragment to Load |
|---|---|
| top-journal | references/venue-formats.md + references/top-journal-strategy.md + references/ccf-international-journals.md |
| chinese-journal | references/venue-formats.md + references/writing-chinese-journal.md + references/ccf-journal-catalog.md |
| cjc | references/venue-formats.md + references/writing-chinese-journal.md + references/cjc-format.md + references/ccf-journal-catalog.md |
| jos | references/venue-formats.md + references/writing-chinese-journal.md + references/jos-format.md + references/ccf-journal-catalog.md |
| jcad | references/venue-formats.md + references/writing-chinese-journal.md + references/jcad-format.md + references/ccf-journal-catalog.md |
| aas | references/venue-formats.md + references/writing-chinese-journal.md + references/aas-format.md + references/ccf-journal-catalog.md |
| scis | references/venue-formats.md + references/writing-chinese-journal.md + references/scis-format.md + references/ccf-journal-catalog.md |
| crad | references/venue-formats.md + references/writing-chinese-journal.md + references/crad-format.md + references/ccf-journal-catalog.md |
| jcis | references/venue-formats.md + references/writing-chinese-journal.md + references/jcis-format.md + references/ccf-journal-catalog.md |
| cjig | references/venue-formats.md + references/writing-chinese-journal.md + references/cjig-format.md + references/ccf-journal-catalog.md |
| pra | references/venue-formats.md + references/writing-chinese-journal.md + references/pra-format.md + references/ccf-journal-catalog.md |
| caai | references/venue-formats.md + references/writing-chinese-journal.md + references/caai-format.md + references/ccf-journal-catalog.md |
| vrih | references/venue-formats.md + references/writing-chinese-journal.md + references/vrih-format.md + references/ccf-journal-catalog.md |
| jskx | references/venue-formats.md + references/writing-chinese-journal.md + references/jskx-format.md + references/ccf-journal-catalog.md |
| jsjy | references/venue-formats.md + references/writing-chinese-journal.md + references/jsjy-format.md + references/ccf-journal-catalog.md |
| txxb | references/venue-formats.md + references/writing-chinese-journal.md + references/txxb-format.md + references/ccf-journal-catalog.md |
| robot | references/venue-formats.md + references/writing-chinese-journal.md + references/robot-format.md + references/ccf-journal-catalog.md |
| jsjyyj | references/venue-formats.md + references/writing-chinese-journal.md + references/jsjyyj-format.md + references/ccf-journal-catalog.md |
| vciba | references/venue-formats.md + references/writing-chinese-journal.md + references/vciba-format.md + references/ccf-journal-catalog.md |
| any other non-all value | references/venue-formats.md |
| all | references/venue-formats.md |
| ccf-intl | references/venue-formats.md + references/ccf-international-journals.md |
Reference Load (for review/integrity work)
- references/review-integrity.md — Multi-agent review, Devil's Advocate Protocol（含矛盾消融结果消解模式）, citation verification, integrity gates, style calibration, writing quality check, persistence
- references/paper-evaluation-framework.md — 论文创新性与学术/产业价值评估框架（四维创新模型+TRL产业成熟度+10维评分表+审稿视角对照），用于投稿前自评、审稿、指导学生论文、评估他人工作
- references/top-paper-patterns.md — 顶会论文共性模范范式（基于10篇CVPR 2026及前沿3DGS论文全文精读提炼）：贡献结构配方（3-4条四件套+first声明+外部技术嫁接）、五条选题路径、四层实验证据体系、三种摘要模板、Intro四段式+根本问题句、图表引导策略、章节配比、顶会投稿自检清单、实测写作瑕疵避坑；写作/修改论文与校准结构时加载
- references/reviewer-perspective.md — 审稿人视角拒稿与中稿规律（基于OpenReview 33条真实审稿意见编码）：Champion效应与批评位置理论、拒稿理由Top10、录用要素Top10、可复述新颖性标准、致命伤vs可挽救伤判别与Rebuttal博弈（MoE-GS低分中稿解密）、跨venue转投策略、压缩方向八大坑、图表制作40条自查清单、投稿前防御清单D1-D15；投稿前自检、预判审稿攻击点、准备rebuttal、决定转投时加载
- references/latex-source-hygiene.md — LaTeX 源码卫生与机械化验证（连续空行/环境与章节同行/跨文档引用写法/bib 键名一致性/S 编号对应/编译健康度/修复回归验证），配套一键核查脚本（维护者本地工具，未随技能分发，可按本文件方法论自写）；投稿前格式核查与源码清理任务必读
- references/markdown-draft-format-audit.md — Markdown 工作稿投稿前格式审计与 P0 机械修复（摘要词数/引用首现顺序/孤儿图表检测/彩色批注两类处置规则/占位符两步法引用重排/摘要瘦身/主文-补充切分标注/中英双稿独立同步与终检清单/章节重构后引用顺序复检/MD→LaTeX 转换边界 bibitem 核验）；LaTeX 排版前的工作稿格式核查、批注清理与 P0/P2 修复任务必读
- references/experiment-claim-verification.md — 实验声明溯源与服务器实验验证（声明-产物五步核查链/静默回退失效四联征/split fallthrough 陷阱与目录重命名法/h5→pkl 格式转换工作流/SSH-PowerShell-后台进程操作陷阱）；评审中遇到「服务器规模验证」类声明溯源、为论文补做远程实验、排查「训练跑完 rc=0 但结果异常」时必读
- references/3dgs-citation-audit.md — 3DGS 论文引文与声明核查（事实层）：三层校验协议（ID 可达/名称一致/名称反查+人工裁定）、五类红线错误与本项目真实罚例（编号虚构、名↔号错配、venue 错、名/venue/描述全错、伪派生后缀）、实时引文核查脚本
scripts/audit_manuscript_citations.py用法与[RED FLAG]/[WARN]判读、写作/投稿前/评审三套清单；写 related work 或实验时核对引用、投稿前自查引用真实性、评审他人稿件验证其引用与声称时必读（注意：任何事实结论必须回到data/methods.json与.arxiv_cache.json实时核查，不得凭本文件记忆作答）
Optimization: For a focused task (e.g., "write abstract"), load only core-stance + symbols-terminology + writing-abstract-intro + writing-patterns-from-top-papers + venue-formats (if venue specified). For full paper work, load all fragments.
Step 3 — Execute Writing Task
After loading the required fragments:
- Follow section-specific templates from the loaded writing fragment
- Apply venue-specific formatting from venue-formats.md
- Use terminology and symbols from symbols-terminology.md
- Observe all guardrails from core-stance.md (no fabrication, de-AI rules, citation fact-check)
- For review/integrity work, follow protocols from review-integrity.md
Rules
- Write in flowing prose, never bullet points (contribution statements and itemized lists excepted)
- Every claim needs evidence: Citation or experimental data, and citations must pass three-layer verification
- Use mathematical notation efficiently: One symbol, one meaning throughout; symbol table persisted
- Match the venue's tone: CVPR more concise; SIGGRAPH more narrative; if style sample provided, strictly calibrate
- Chinese academic writing: Follow Chinese academic conventions (本文/我们/由此/表明)
- Never fabricate data: Mark missing data as
<!-- DATA_NEEDED: <description> --> - Integrity gates cannot be skipped: Post-Draft Gate and Pre-Submission Gate must both pass
- Adversarial review must follow concession threshold protocol: Prevent sycophancy and frame-lock
- Claim-citation alignment: Each claim must be traceable to supporting citation, and citation must actually support the claim
- Writing context persistence: Maintain symbol, citation, review state consistency across sessions
Show full SKILL.md (404 more words)Show less
Red Lines
The following are categorical prohibitions. Violating any of these invalidates the output:
- No invented data: Never fabricate experimental results, method capabilities, or review outcomes. If a value is not found in the loaded files, write "data not available" or "N/A".
- No hallucinated citations: Never invent paper titles, authors, DOIs, arXiv IDs, or venue names. Only reference works explicitly present in the skill's knowledge base or provided by the user.
- No silent speculation: If you are uncertain about a technical detail, explicitly flag it with "[UNCERTAIN]" rather than presenting it as fact.
- No method misattribution: Do not assign features, results, or mechanisms from one method to another. Each method's data is specific to that method.
- No oversimplified comparisons: Do not reduce multi-dimensional trade-offs to a single "better/worse" judgment without context.
Extension Protocol — 新增中文期刊专项（Add a New Journal Venue）
当用户要求「搜索某期刊投稿要求，形成（这样的）能力/能力补充」时，按以下七步扩展本技能（已验证三轮：计算机学报 cjc / 软件学报 jos / 计算机辅助设计与图形学学报 jcad）：
- 采集官方一手来源（按优先级，禁止凭记忆猜测格式）：
- 官方模板 .doc/.docx → Word COM 提取全文（
New-Object -ComObject Word.Application，取$doc.Content.Text）； - 官方投稿须知/修改稿要求 PDF → PyMuPDF（
fitz/pymupdf）提取文本； - 官网投稿指南页 → webfetch；若为 JavaScript 动态渲染（如 jcad.cn）只返回导航框架，降级为 online_search 检索 + 权威二手来源（主办单位介绍页、投稿经验帖）交叉验证，并在产出文件中标注来源与可信度。
- 官方模板 .doc/.docx → Word COM 提取全文（
- 提炼硬性规范：期刊基本信息（ISSN/CN/收录/分级/审稿制度/周期/费用）、投稿要求、结构要求（研究论文 vs 综述）、首页要素与字号、摘要要素与字数、关键词数量、参考文献格式、署名规范、常见退稿原因、投稿前 CheckList，并附与已收录期刊的差异对比表。
- 创建
references/<venue>-format.md：开头注明官方来源（模板文件名/网址/规定日期）；无法核实的细节标注「以官网下载区模板/编辑部通知为准」。 - 登记路由：SKILL.md 的 venue 检测表、venue 加载表、when_to_use 触发词各加一行；源仓库副本的 manifest.yaml 同步 venue values 与 on_demand 路由。
- 衔接通用指南：
writing-chinese-journal.md加提示——目标为该刊时必须额外加载<venue>-format.md，与通用条目冲突时以专项文件（官方来源）为准。 - 双副本同步与发布纪律：本技能为双副本安装（安装目录
~/.workbuddy/skills/cg-paper-writing/+ 源仓库Awesome-Gaussian-Skills/skills/cg-paper-writing/），内容改动须在同一会话内同步两处（两副本结构一致：SKILL.md / manifest.yaml / references/，可整文件覆盖）；发布包dist/cg-paper-writing.zip由源副本重新打包生成。发布前必须重跑隐私扫描（scripts/scan_skill_privacy.py），确认不含未发表稿件相关材料（稿件项目名、方法名、实验数字、数据集名、AIGC 设备标识码等）。 - 路由一致性校验：批量编辑后须逐项核验 SKILL.md venue 轴、On-Demand 路由表与 manifest.yaml 的 axes.venue.values、routing.on_demand.venue 一一对应（曾因 multiedit 回退路由表丢失 14 个 venue 路由，验证时才发现）。
Cross-Skill Routing
This skill focuses on paper writing. For related workflows:
- Method comparison → 3dgs-method-compare (for positioning and related work tables)
- Paper reading/analysis → 3dgs-paper-reader (for understanding related work in depth)
- Experiment design → 3dgs-experiment-planner (for experiment sections)
- Visualization/figures → 3dgs-visualizer (for paper-quality figures)
- Code review → 3dgs-code-reviewer (for implementation verification)
Related Skills
- 3dgs-paper-reader — Deep reading and analysis of 3DGS papers (use for understanding related work)
- 3dgs-method-compare — Method comparison (use for positioning and related work tables)
- 3dgs-experiment-planner — Experiment design (use for experiment sections)
- 3dgs-visualizer — Visualization (use for paper-quality figures)
- 3dgs-code-reviewer — Code review (use for implementation verification)
Guardrail: Do Not Apply From Memory
Do NOT try to apply the logic, method data, bug patterns, or technical details described in this skill from memory. Always read the SKILL.md and referenced files from disk before producing any output. The knowledge base is updated frequently; stale memory may produce outdated, inaccurate, or fabricated results.
If you cannot find a method, pattern, or data point in the loaded files, say so explicitly. Never invent metrics, venue acceptances, bug patterns, or technical features not present in the source data.
If you like it, please star this repo https://github.com/jaccen/Awesome-Gaussian-Skills
© jaccen, Apache-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
SKILL.md and 40 other files (references) in skills/cg-paper-writing of jaccen/Awesome-Gaussian-Skills.
- SKILL.md
- manifest.yaml
- references/3dgs-citation-audit.md
- references/3dgs-domain-venues.md
- references/3dgs-paper-knowledge.md
- references/aas-format.md
- references/caai-format.md
- references/ccf-international-journals.md
- references/ccf-journal-catalog.md
- references/cjc-format.md
- references/cjig-format.md
- references/core-stance.md
- references/crad-format.md
- references/experiment-claim-verification.md
- references/jcad-format.md
- references/jcis-format.md
- references/jos-format.md
- references/jsjy-format.md
- references/jsjyyj-format.md
- references/jskx-format.md
- … and 21 more
Open the folder on GitHubat commit b43e455
Compare with similar skills
Cg Paper Writing next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Cg Paper Writing this skilljaccen/Awesome-Gaussian-Skills | 161 | — | ~4.4k | Automated safety check: Pass | Apache-2.0 | |
| Citation Verification GuideGalaxy-Dawn/claude-scholar | 5.7k | 2 repos | ~1.9k | Automated safety check: Pass | MIT | |
| Citation VerificationLight0305/Light-skills | 640 | — | ~3.4k | Automated safety check: Pass | MIT | |
| Research Paper Writerailabs-393/ai-labs-claude-skills | 455 | 2 repos | ~2.4k | Automated safety check: Pass | MIT | |
| Inno Paper WritingLigphiDonk/Oh-my--paper | 739 | — | ~2.9k | Automated safety check: Pass | MIT | |
| Scholar Polishjoshzyj/open-scholar-skill | 168 | — | ~12k | Automated safety check: Pass | Custom licence |
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Related
Categories
Questions about Cg Paper Writing
What does Cg Paper Writing do?
Academic paper writing for 3D vision, computer graphics, CAD, and 3D understanding. Cg Paper Writing is an agent skill from jaccen/Awesome-Gaussian-Skills. Academic paper writing for 3D vision, computer graphics, CAD, and 3D understanding.
When should I use Cg Paper Writing?
Cg Paper Writing fits situations like: revising a CG/3D vision paper; drafting abstract/intro/method/experiments; running adversarial review; citation integrity check.
How do I install Cg Paper Writing in Claude Code?
Run `npx skills add jaccen/Awesome-Gaussian-Skills --skill cg-paper-writing -a claude-code`. Or copy the skill folder (skills/cg-paper-writing in jaccen/Awesome-Gaussian-Skills) into .claude/skills/cg-paper-writing in your project. Claude Code loads it when a task matches its description.
How do I install Cg Paper Writing in Codex?
Run `npx skills add jaccen/Awesome-Gaussian-Skills --skill cg-paper-writing -a codex`. Or copy the skill folder (skills/cg-paper-writing in jaccen/Awesome-Gaussian-Skills) into .agents/skills/cg-paper-writing in your project. Codex loads it when a task matches its description.
Can I use Cg Paper Writing in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add jaccen/Awesome-Gaussian-Skills --skill cg-paper-writing -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/cg-paper-writing, .gemini/skills/cg-paper-writing, .github/skills/cg-paper-writing and .opencode/skills/cg-paper-writing in your project.
What does Cg Paper Writing need to run?
SKILL.md names no scripts, command-line tools or credentials: Cg Paper Writing is instructions for the agent only.
Does Cg Paper Writing access the network?
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Is Cg Paper Writing safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
What licence does Cg Paper Writing use?
Cg Paper Writing is published under the Apache-2.0 licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Cg Paper Writing use?
About 4.4k tokens (SKILL.md is roughly 18k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 84k tokens, read only when the agent opens those files.
What are the alternatives to Cg Paper Writing?
Skills that share tags, products or a category with Cg Paper Writing: Citation Verification Guide (Galaxy-Dawn/claude-scholar, 5.7k stars), Citation Verification (Light0305/Light-skills, 640 stars), Research Paper Writer (ailabs-393/ai-labs-claude-skills, 455 stars) and Inno Paper Writing (LigphiDonk/Oh-my--paper, 739 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Cg Paper Writing?
jaccen (a GitHub user) maintains it in jaccen/Awesome-Gaussian-Skills, which has 161 GitHub stars. The repository holds 13 skills in this directory. The repository was last updated on October 10, 2026.
Source: jaccen/Awesome-Gaussian-Skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.