Literature Survey
ai4s-research/ai4s-skills
A skill your agent uses when the user wants a comprehensive literature survey on a specific research topic.
M7 投稿前总检——三段:A 内容红队(回扫 M5 反驳预判 + M3 实验缺陷清单) / B 格式合规(LaTeX 编译、章节顺序、图表参考文献、期刊特定要求)/ C rebuttal 撰写(投稿后)。本模块不重新造审稿人清单,只触发并回扫 M5/M3 已有的清单。进入前必须通过 m0-dashboard 看 pending=0,必须先 跑 verifycitations.sh(Tier 0…
Install M7 Final Check
$ npx skills add larbare12/paperfactory-from-idea-to-manuscript --skill m7-final-check -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install larbare12/paperfactory-from-idea-to-manuscript m7-final-check --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/larbare12/paperfactory-from-idea-to-manuscript.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/m7-final-check .claude/skills/m7-final-check && 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 "m7-final-check" agent skill from https://github.com/larbare12/paperfactory-from-idea-to-manuscript/tree/master/skills/m7-final-check into .claude/skills/m7-final-check/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "m7-final-check", 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/larbare12/paperfactory-from-idea-to-manuscript/tree/master/skills/m7-final-checkType 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 larbare12/paperfactory-from-idea-to-manuscript --skill m7-final-check -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install larbare12/paperfactory-from-idea-to-manuscript m7-final-check --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/larbare12/paperfactory-from-idea-to-manuscript.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/m7-final-check .agents/skills/m7-final-check && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "m7-final-check" agent skill from https://github.com/larbare12/paperfactory-from-idea-to-manuscript/tree/master/skills/m7-final-check into .agents/skills/m7-final-check/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "m7-final-check", 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 larbare12/paperfactory-from-idea-to-manuscript --skill m7-final-check -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install larbare12/paperfactory-from-idea-to-manuscript m7-final-check --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/larbare12/paperfactory-from-idea-to-manuscript.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/m7-final-check .cursor/skills/m7-final-check && 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 "m7-final-check" agent skill from https://github.com/larbare12/paperfactory-from-idea-to-manuscript/tree/master/skills/m7-final-check into .cursor/skills/m7-final-check/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "m7-final-check", 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/larbare12/paperfactory-from-idea-to-manuscript.git --path skills/m7-final-check--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 larbare12/paperfactory-from-idea-to-manuscript --skill m7-final-check -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install larbare12/paperfactory-from-idea-to-manuscript m7-final-check --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/larbare12/paperfactory-from-idea-to-manuscript.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/m7-final-check .gemini/skills/m7-final-check && 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 "m7-final-check" agent skill from https://github.com/larbare12/paperfactory-from-idea-to-manuscript/tree/master/skills/m7-final-check into .gemini/skills/m7-final-check/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "m7-final-check", 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 larbare12/paperfactory-from-idea-to-manuscript m7-final-checkInstalls 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 larbare12/paperfactory-from-idea-to-manuscript --skill m7-final-check -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/larbare12/paperfactory-from-idea-to-manuscript.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/m7-final-check .github/skills/m7-final-check && 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 "m7-final-check" agent skill from https://github.com/larbare12/paperfactory-from-idea-to-manuscript/tree/master/skills/m7-final-check into .github/skills/m7-final-check/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "m7-final-check", 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 larbare12/paperfactory-from-idea-to-manuscript --skill m7-final-check -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install larbare12/paperfactory-from-idea-to-manuscript m7-final-check --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/larbare12/paperfactory-from-idea-to-manuscript.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/m7-final-check .opencode/skills/m7-final-check && 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 "m7-final-check" agent skill from https://github.com/larbare12/paperfactory-from-idea-to-manuscript/tree/master/skills/m7-final-check into .opencode/skills/m7-final-check/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "m7-final-check", 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
m7-final-check- GitHub stars
- 116
- Token cost
- ~2k tokens
- SKILL.md length
- 426 words
- Files
- 1
- Skills in repo
- 9
- Repo updated
- First seen
- Licence
- None found
At a glance
M7 投稿前总检——三段:A 内容红队(回扫 M5 反驳预判 + M3 实验缺陷清单) / B 格式合规(LaTeX 编译、章节顺序、图表参考文献、期刊特定要求)/ C rebuttal 撰写(投稿后)。本模块不重新造审稿人清单,只触发并回扫 M5/M3 已有的清单。进入前必须通过 m0-dashboard 看 pending=0,必须先 跑 verifycitations.sh(Tier 0…
- Works in 4 steps: 感谢审稿人时间和意见 → 总体回应(概述主要修改) → 逐条回应 → …
- Tasks that involve Citation management
- SKILL.md covers 工具依赖, 段 A:内容红队(替代旧 M7 评审模拟), 段 B:格式合规(替代旧 M8) and 段 C:rebuttal 撰写(投稿后), plus 5 more sections
- Calls bash
What it does
M7 Final Check is an agent skill from larbare12/paperfactory-from-idea-to-manuscript. M7 投稿前总检——三段:A 内容红队(回扫 M5 反驳预判 + M3 实验缺陷清单) / B 格式合规(LaTeX 编译、章节顺序、图表参考文献、期刊特定要求)/ C rebuttal 撰写(投稿后)。本模块不重新造审稿人清单,只触发并回扫 M5/M3 已有的清单。进入前必须通过 m0-dashboard 看 pending=0,必须先 跑 verifycitations.sh(Tier 0 引用真实性门控)。任何"投稿前总检""审 稿意见回复""引用 audit""格式合规检查"场景调用本 skill。
Its SKILL.md is about 2k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Documents & Office, covering Citation management and LaTeX. It works with LaTeX. The repository describes itself as: 能够实现：人提供idea，agent自动帮你生成论文.
When your agent uses it
- Tasks that involve Citation management
- Tasks that involve LaTeX
Example prompts
- “审 稿意见回复”
- “引用 audit”
- “格式合规检查”
- “/m7-final-check”
Requirements
- Pre-approved tools (allowed-tools): Bash, Read, Write, Edit, Grep, Glob
Workflow steps
4 steps, taken from the first numbered list in SKILL.md.
- 感谢审稿人时间和意见
- 总体回应(概述主要修改)
- 逐条回应
- 修改列表(详细列出所有修改)
What it can do on your machine
Read from SKILL.md and the folder at commit 869103c. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves these tools, so the agent can use them without asking each time:
BashReadWriteEditGrepGlob
From allowed-tools in the SKILL.md frontmatter.
Runs code
Shell commands in SKILL.md call:
bash
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
M7 Final Check loads about 2k tokens when it runs. Until then it costs about 69 tokens; SKILL.md has 426 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: notes
The automated check noted patterns worth knowing about, such as sudo or a known installer.
- NotePre-approves every shell command (allowed-tools: Bash)SKILL.md
allowed-tools: Bash, Read, Write, Edit, Grep, Glob
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
Without a licence we can't republish the file, so here is its outline and opening line. It has 426 words (~1,965 tokens).
“铁律:进入 M7 前 必须 跑 verify_citations.sh,Tier 0 报告中除 S2_UNAVAILABLE 外有任何失败都不允许进入 B 段。”
- name
- m7-final-check
- allowed-tools
- Bash, Read, Write, Edit, Grep, Glob
Files
Just SKILL.md in skills/m7-final-check of larbare12/paperfactory-from-idea-to-manuscript.
Open the folder on GitHubat commit 869103c
Compare with similar skills
M7 Final Check 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 |
|---|---|---|---|---|---|---|
| M7 Final Check this skilllarbare12/paperfactory-from-idea-to-manuscript | 116 | — | ~2k | Automated safety check: Notes | None | |
| Literature Surveyai4s-research/ai4s-skills | 237 | 2 repos | ~2k | Automated safety check: Pass | MIT | |
| Typst Paperbahayonghang/academic-writing-skills | 498 | — | ~3.6k | Automated safety check: Pass | None | |
| Light TypesettingLight0305/Light-skills | 640 | — | ~3.3k | Automated safety check: Pass | MIT | |
| Latex Setupfcakyon/phd-skills | 415 | — | ~1.1k | Automated safety check: Notes | MIT | |
| Latex Rhythm Refinerappautomaton/latex-arxiv-SKILL | 458 | — | ~890 | Automated safety check: Pass | MIT |
Similar skills
Typst Paper
bahayonghang/academic-writing-skills
Typst paper assistant for existing .typ manuscripts in English or Chinese.
Light Typesetting
Light0305/Light-skills
Build and preflight submission-ready LaTeX/PDF artifacts for Light stage 11.
Latex Setup
fcakyon/phd-skills
A skill your agent uses when the user wants to set up or troubleshoot a LaTeX environment, choose between biber and bibtex, install packages for a specific venue template, or configure compilation.
Latex Rhythm Refiner
appautomaton/latex-arxiv-SKILL
Post-process LaTeX project prose to improve readability through varied sentence and paragraph lengths.
Evidence Ledger
wanshuiyin/Anti-Autoresearch
Build the deterministic evidence ledger (artifactmanifest.json + claims.json) that every other Anti-Autoresearch auditor reads.
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Related
Works with
Categories
Questions about M7 Final Check
What does M7 Final Check do?
M7 投稿前总检——三段:A 内容红队(回扫 M5 反驳预判 + M3 实验缺陷清单) / B 格式合规(LaTeX 编译、章节顺序、图表参考文献、期刊特定要求)/ C rebuttal 撰写(投稿后)。本模块不重新造审稿人清单,只触发并回扫 M5/M3 已有的清单。进入前必须通过 m0-dashboard 看 pending=0,必须先 跑 verifycitations.sh(Tier 0…. M7 Final Check is an agent skill from larbare12/paperfactory-from-idea-to-manuscript.
When should I use M7 Final Check?
M7 Final Check fits situations like: tasks that involve Citation management; tasks that involve LaTeX.
How do I install M7 Final Check in Claude Code?
Run `npx skills add larbare12/paperfactory-from-idea-to-manuscript --skill m7-final-check -a claude-code`. Or copy the skill folder (skills/m7-final-check in larbare12/paperfactory-from-idea-to-manuscript) into .claude/skills/m7-final-check in your project. Claude Code loads it when a task matches its description.
How do I install M7 Final Check in Codex?
Run `npx skills add larbare12/paperfactory-from-idea-to-manuscript --skill m7-final-check -a codex`. Or copy the skill folder (skills/m7-final-check in larbare12/paperfactory-from-idea-to-manuscript) into .agents/skills/m7-final-check in your project. Codex loads it when a task matches its description.
Can I use M7 Final Check 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 larbare12/paperfactory-from-idea-to-manuscript --skill m7-final-check -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/m7-final-check, .gemini/skills/m7-final-check, .github/skills/m7-final-check and .opencode/skills/m7-final-check in your project.
What does M7 Final Check need to run?
Going by SKILL.md and its folder, M7 Final Check needs the command-line tools its instructions call (bash). Its frontmatter pre-approves these tools: Bash, Read, Write, Edit, Grep, Glob.
Does M7 Final Check 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 M7 Final Check safe to install?
Our automated static check of SKILL.md found notes only (pre-approves every shell command (allowed-tools: bash)), nothing it rates as a warning. It is not a guarantee. Review the folder before installing.
What licence does M7 Final Check use?
No licence was found for M7 Final Check or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does M7 Final Check use?
About 2k tokens (SKILL.md is roughly 7.9k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to M7 Final Check?
Skills that share tags, products or a category with M7 Final Check: Literature Survey (ai4s-research/ai4s-skills, 237 stars), Typst Paper (bahayonghang/academic-writing-skills, 498 stars), Light Typesetting (Light0305/Light-skills, 640 stars) and Latex Setup (fcakyon/phd-skills, 415 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains M7 Final Check?
larbare12 (a GitHub user) maintains it in larbare12/paperfactory-from-idea-to-manuscript, which has 116 GitHub stars. The repository holds 9 skills in this directory. The repository was last updated on May 19, 2026.
Source: larbare12/paperfactory-from-idea-to-manuscript on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.