Hypothesis Generation
spacering-net/codeg
Structured hypothesis formulation from observations. An agent skill from spacering-net/codeg.
M6 写作辅助——按 M5 论证骨架展开正文,按 M4 章节边界控制内容. An agent skill from larbare12/paperfactory-from-idea-to-manuscript.
Install M6 Writing
$ npx skills add larbare12/paperfactory-from-idea-to-manuscript --skill m6-writing -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install larbare12/paperfactory-from-idea-to-manuscript m6-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/larbare12/paperfactory-from-idea-to-manuscript.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/m6-writing .claude/skills/m6-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 "m6-writing" agent skill from https://github.com/larbare12/paperfactory-from-idea-to-manuscript/tree/master/skills/m6-writing into .claude/skills/m6-writing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "m6-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/larbare12/paperfactory-from-idea-to-manuscript/tree/master/skills/m6-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 larbare12/paperfactory-from-idea-to-manuscript --skill m6-writing -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install larbare12/paperfactory-from-idea-to-manuscript m6-writing --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/m6-writing .agents/skills/m6-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 "m6-writing" agent skill from https://github.com/larbare12/paperfactory-from-idea-to-manuscript/tree/master/skills/m6-writing into .agents/skills/m6-writing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "m6-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 larbare12/paperfactory-from-idea-to-manuscript --skill m6-writing -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install larbare12/paperfactory-from-idea-to-manuscript m6-writing --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/m6-writing .cursor/skills/m6-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 "m6-writing" agent skill from https://github.com/larbare12/paperfactory-from-idea-to-manuscript/tree/master/skills/m6-writing into .cursor/skills/m6-writing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "m6-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/larbare12/paperfactory-from-idea-to-manuscript.git --path skills/m6-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 larbare12/paperfactory-from-idea-to-manuscript --skill m6-writing -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install larbare12/paperfactory-from-idea-to-manuscript m6-writing --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/m6-writing .gemini/skills/m6-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 "m6-writing" agent skill from https://github.com/larbare12/paperfactory-from-idea-to-manuscript/tree/master/skills/m6-writing into .gemini/skills/m6-writing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "m6-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 larbare12/paperfactory-from-idea-to-manuscript m6-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 larbare12/paperfactory-from-idea-to-manuscript --skill m6-writing -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/m6-writing .github/skills/m6-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 "m6-writing" agent skill from https://github.com/larbare12/paperfactory-from-idea-to-manuscript/tree/master/skills/m6-writing into .github/skills/m6-writing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "m6-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 larbare12/paperfactory-from-idea-to-manuscript --skill m6-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 larbare12/paperfactory-from-idea-to-manuscript m6-writing --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/m6-writing .opencode/skills/m6-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 "m6-writing" agent skill from https://github.com/larbare12/paperfactory-from-idea-to-manuscript/tree/master/skills/m6-writing into .opencode/skills/m6-writing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "m6-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
m6-writing- GitHub stars
- 116
- Token cost
- ~2.3k tokens
- SKILL.md length
- 514 words
- Files
- 1
- Skills in repo
- 9
- Repo updated
- First seen
- Licence
- None found
At a glance
M6 写作辅助——按 M5 论证骨架展开正文,按 M4 章节边界控制内容. An agent skill from larbare12/paperfactory-from-idea-to-manuscript.
- Works in 4 steps: 初稿撰写 → 语言润色 → 逻辑检查 → …
- Research & Science work in your project
- SKILL.md covers IRON RULE: Anti-Leakage Protocol, 工具依赖, 功能 and 🔒 写作前置规则:观点必须有论据, plus 9 more sections
- Calls bash
What it does
M6 Writing is an agent skill from larbare12/paperfactory-from-idea-to-manuscript. M6 写作辅助——按 M5 论证骨架展开正文,按 M4 章节边界控制内容。 IRON RULE: Anti-Leakage Protocol——严禁用 parametric memory 填事实 空白,所有数据点/引用/统计数字必须有 relate-work/ 本地证据或 findevidence.sh 实时检索结果。缺证据点必须插 [MATERIAL GAP: ...] 标记, checkmaterialgaps.sh 会扫描 final draft。任何"撰写论文段落""语言润色" "逻辑连贯性检查""术语一致性"场景调用本 skill。
Its SKILL.md is about 2.3k 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 Research & Science. 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
- Research & Science work in your project
Example prompts
- “撰写论文段落”
- “逻辑连贯性检查”
- “/m6-writing”
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.
- 初稿撰写
- 语言润色
- 逻辑检查
- 投稿前最终润色
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
M6 Writing loads about 2.3k tokens when it runs. Until then it costs about 73 tokens; SKILL.md has 514 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 514 words (~2,345 tokens).
“遇到任何无法用 find_evidence.sh 找到证据的事实点,必须在草稿中插入 [MATERIAL GAP: <一句话描述需要的证据类型>] 标记。例如:”
- name
- m6-writing
- allowed-tools
- Bash, Read, Write, Edit, Grep, Glob
Files
Just SKILL.md in skills/m6-writing of larbare12/paperfactory-from-idea-to-manuscript.
Open the folder on GitHubat commit 869103c
Compare with similar skills
M6 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 |
|---|---|---|---|---|---|---|
| M6 Writing this skilllarbare12/paperfactory-from-idea-to-manuscript | 116 | — | ~2.3k | Automated safety check: Notes | None | |
| Hypothesis Generationspacering-net/codeg | 3.9k | 14 repos | ~3.6k | Automated safety check: Notes | MIT | |
| GitHub Deep Researchbytedance/deer-flow | 84k | 4 repos | ~1.3k | Automated safety check: Pass | MIT | |
| Nature Paper CardYuan1z0825/nature-skills | 47k | 2 repos | ~2.1k | Automated safety check: Pass | Apache-2.0 | |
| Content Research Writerweapp-tailwindcss/weapp-tailwindcss | 1.9k | 25 repos | ~3.5k | Automated safety check: Pass | MIT | |
| Peer Reviewspacering-net/codeg | 3.9k | 17 repos | ~5.9k | Automated safety check: Notes | MIT |
Similar skills
GitHub Deep Research
bytedance/deer-flow
Researches a GitHub repository over four rounds using the GitHub API and web search, then writes a structured markdown report with timeline, metrics and Mermaid diagrams.
Nature Paper Card
Yuan1z0825/nature-skills
Builds a structured deep-reading card for one scientific paper, covering methods, how experiments support claims, limitations and research ideas, with a script to prepare the source.
Content Research Writer
weapp-tailwindcss/weapp-tailwindcss
Assists in writing high-quality content by conducting research, adding citations, improving hooks, iterating on outlines, and providing real-time feedback on each section.
Peer Review
spacering-net/codeg
Structured manuscript/grant review with checklist-based evaluation.
Last30days
mvanhorn/last30days-skill
Research what people actually say about any topic in the last 30 days.
More from larbare12/paperfactory-from-idea-to-manuscript
All 9 skills in this repoCitation Search
larbare12/paperfactory-from-idea-to-manuscript
学术文献检索与质量验证。覆盖 Semantic Scholar / CrossRef / arXiv / OpenAlex 四源,内置 Tier 0 反幻觉校验(DOI 反查 + Levenshtein ≥ 0.70) 和 venue quality 过滤(CCF + JCR 影响因子,arXiv 引用阈值)。任何需要 查文献、验证引用真实性、评估期刊/会议质量、生成…
M0 Dashboard
larbare12/paperfactory-from-idea-to-manuscript
M0 项目仪表盘——流程外的常驻横切模块,不属于线性步骤。任何时点 扫描 relate-work/ + draft/ 输出三态报表:已完成 / 待回填(NEEDS-EVIDENCE / TODO / 未读论文)/ 阻塞。M1-M7 任何阶段都可以调用 M0 看状态。/paper- assistant:init 命令首次扫描就是它。M0 只读不写,不动 manifest 也不动 draft。
M1 Topic
larbare12/paperfactory-from-idea-to-manuscript
M1 选题诊断——数据驱动的研究 idea 可行性 / 创新性 / 领域契合度评估. An agent skill from larbare12/paperfactory-from-idea-to-manuscript.
M2 Literature
larbare12/paperfactory-from-idea-to-manuscript
M2 文献管理(IMRAD 中的 Related Work + References)。消费 M1 沉淀的 search-.jsonl,做精读、引用网络分析、bibkey 整理、四类标签(基础/方法/ baseline/相关)、引用密度审计、BibTeX 格式规范化,产出 manifest.jsonl + ref-.md 笔记卡 + 引用校验报告,供 M3 baseline / M5 论证链…
M3 Experiment
larbare12/paperfactory-from-idea-to-manuscript
M3 实验设计——方案检查、指标选择、对比方法、消融、显著性、误差分析. An agent skill from larbare12/paperfactory-from-idea-to-manuscript.
M4 Structure
larbare12/paperfactory-from-idea-to-manuscript
M4 结构规划——生成 IMRAD 大纲、章节边界、篇幅分配、写作顺序。只管 骨架,不管论证逻辑(论证主线归 m5-argument)。消费 M3 实验结果概要 和 M1 选题定位,产出 outline 写入 passport,供 M5/M6 按章节展开。
Related
Categories
Questions about M6 Writing
What does M6 Writing do?
M6 写作辅助——按 M5 论证骨架展开正文,按 M4 章节边界控制内容. An agent skill from larbare12/paperfactory-from-idea-to-manuscript. M6 Writing is an agent skill from larbare12/paperfactory-from-idea-to-manuscript.
When should I use M6 Writing?
M6 Writing fits situations like: research & Science work in your project.
How do I install M6 Writing in Claude Code?
Run `npx skills add larbare12/paperfactory-from-idea-to-manuscript --skill m6-writing -a claude-code`. Or copy the skill folder (skills/m6-writing in larbare12/paperfactory-from-idea-to-manuscript) into .claude/skills/m6-writing in your project. Claude Code loads it when a task matches its description.
How do I install M6 Writing in Codex?
Run `npx skills add larbare12/paperfactory-from-idea-to-manuscript --skill m6-writing -a codex`. Or copy the skill folder (skills/m6-writing in larbare12/paperfactory-from-idea-to-manuscript) into .agents/skills/m6-writing in your project. Codex loads it when a task matches its description.
Can I use M6 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 larbare12/paperfactory-from-idea-to-manuscript --skill m6-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/m6-writing, .gemini/skills/m6-writing, .github/skills/m6-writing and .opencode/skills/m6-writing in your project.
What does M6 Writing need to run?
Going by SKILL.md and its folder, M6 Writing needs the command-line tools its instructions call (bash). Its frontmatter pre-approves these tools: Bash, Read, Write, Edit, Grep, Glob.
Does M6 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 M6 Writing 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 M6 Writing use?
No licence was found for M6 Writing or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does M6 Writing use?
About 2.3k tokens (SKILL.md is roughly 9.4k 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 M6 Writing?
Skills that share tags, products or a category with M6 Writing: Hypothesis Generation (spacering-net/codeg, 3.9k stars), GitHub Deep Research (bytedance/deer-flow, 84k stars), Nature Paper Card (Yuan1z0825/nature-skills, 47k stars) and Content Research Writer (weapp-tailwindcss/weapp-tailwindcss, 1.9k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains M6 Writing?
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.