Academic Paper Writing Pipeline
Imbad0202/academic-research-skills
Runs a 12-agent pipeline that plans, drafts, cites, reviews and formats academic papers, with modes for revision, rebuttals, abstracts and citation checks.
End-to-end academic paper writing workflow. An agent skill from catlog22/maestro-flow.
Install Scholar Writing
$ npx skills add catlog22/maestro-flow --skill scholar-writing -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install catlog22/maestro-flow scholar-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/catlog22/maestro-flow.git skills-src && mkdir -p .claude/skills && cp -r skills-src/optional/skills/scholar-writing .claude/skills/scholar-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 "scholar-writing" agent skill from https://github.com/catlog22/maestro-flow/tree/master/optional/skills/scholar-writing into .claude/skills/scholar-writing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "scholar-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/catlog22/maestro-flow/tree/master/optional/skills/scholar-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 catlog22/maestro-flow --skill scholar-writing -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install catlog22/maestro-flow scholar-writing --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/catlog22/maestro-flow.git skills-src && mkdir -p .agents/skills && cp -r skills-src/optional/skills/scholar-writing .agents/skills/scholar-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 "scholar-writing" agent skill from https://github.com/catlog22/maestro-flow/tree/master/optional/skills/scholar-writing into .agents/skills/scholar-writing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "scholar-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 catlog22/maestro-flow --skill scholar-writing -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install catlog22/maestro-flow scholar-writing --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/catlog22/maestro-flow.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/optional/skills/scholar-writing .cursor/skills/scholar-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 "scholar-writing" agent skill from https://github.com/catlog22/maestro-flow/tree/master/optional/skills/scholar-writing into .cursor/skills/scholar-writing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "scholar-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/catlog22/maestro-flow.git --path optional/skills/scholar-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 catlog22/maestro-flow --skill scholar-writing -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install catlog22/maestro-flow scholar-writing --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/catlog22/maestro-flow.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/optional/skills/scholar-writing .gemini/skills/scholar-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 "scholar-writing" agent skill from https://github.com/catlog22/maestro-flow/tree/master/optional/skills/scholar-writing into .gemini/skills/scholar-writing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "scholar-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 catlog22/maestro-flow scholar-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 catlog22/maestro-flow --skill scholar-writing -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/catlog22/maestro-flow.git skills-src && mkdir -p .github/skills && cp -r skills-src/optional/skills/scholar-writing .github/skills/scholar-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 "scholar-writing" agent skill from https://github.com/catlog22/maestro-flow/tree/master/optional/skills/scholar-writing into .github/skills/scholar-writing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "scholar-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 catlog22/maestro-flow --skill scholar-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 catlog22/maestro-flow scholar-writing --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/catlog22/maestro-flow.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/optional/skills/scholar-writing .opencode/skills/scholar-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 "scholar-writing" agent skill from https://github.com/catlog22/maestro-flow/tree/master/optional/skills/scholar-writing into .opencode/skills/scholar-writing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "scholar-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
scholar-writing- GitHub stars
- 564
- Token cost
- ~3.3k tokens
- SKILL.md length
- 784 words
- Files
- 7
- Skills in repo
- 30
- Repo updated
- First seen
- Licence
- None found
At a glance
End-to-end academic paper writing workflow. An agent skill from catlog22/maestro-flow.
- Works in 4 steps: Codebase docs: If… → Specs: maestro load --type spec… → Wiki knowledge: maestro search "academic… → …
- Scholar writing
- SKILL.md covers Run Lifecycle, Pre-load (before execution), Architecture Overview and Key Design Principles, plus 11 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Scholar Writing is an agent skill from catlog22/maestro-flow. End-to-end academic paper writing workflow. Takes a research repository and produces a publication-ready LaTeX manuscript for top ML/AI conferences (NeurIPS, ICML, ICLR, ACL, AAAI, COLM). Covers repo understanding, structure planning, section drafting, citation management, anti-AI polishing, and conference formatting. Triggers on "write paper", "draft paper", "scholar writing", "paper writing workflow".
Its SKILL.md is about 3.3k tokens, which your agent loads only when the skill is triggered. The skill folder holds 7 other files (for example `phases/01-repo-understanding.md`, `phases/02-structure-planning.md` and `phases/03-section-drafting.md`).
It sits in Research & Science, covering Scientific writing, Citation management and LaTeX. It works with LaTeX. The repository describes itself as: Intent-driven workflow orchestration for multi-agent AI development — adaptive lifecycle engine, self-reinforcing knowledge graph, and visual dashboard for Claude Code, Gemini….
When your agent uses it
- Scholar writing
- Paper writing workflow
Example prompts
- “write paper”
- “draft paper”
- “scholar writing”
- “/scholar-writing”
Requirements
- Pre-approved tools (allowed-tools): Read, Write, Edit, Bash, Glob, Grep, WebSearch, WebFetch, TodoWrite, AskUserQuestion, Task
Workflow steps
4 steps, taken from the first numbered list in SKILL.md.
- Codebase docs: If .workflow/codebase/ARCHITECTURE.md exists, read for project context
- Specs: maestro load --type spec --category coding — load coding conventions
- Wiki knowledge: maestro search "academic writing research paper" --json — top 5 entries as prior context
- All optional — proceed without if unavailable
What it can do on your machine
Read from SKILL.md and the folder at commit f888cec. 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:
ReadWriteEditBashGlobGrepWebSearchWebFetchTodoWriteAskUserQuestion
…and 1 more on the same allowed-tools line.
From allowed-tools in the SKILL.md frontmatter.
Runs code
No scripts in the folder and no shell commands in SKILL.md (its code samples are bash, json and markdown).
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
Scholar Writing loads about 3.3k tokens when it runs. Until then it costs about 106 tokens; SKILL.md has 784 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: Read, Write, Edit, Bash, Glob, Grep, WebSearch, WebFetch, TodoWrite, AskUserQuestion, Task
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 784 words (~3,315 tokens).
- name
- scholar-writing
- allowed-tools
- Read, Write, Edit, Bash, Glob, Grep, WebSearch, WebFetch, TodoWrite, AskUserQuestion, Task
- disable-model-invocation
- true
- session-mode
- run
Files
SKILL.md and 6 other files in optional/skills/scholar-writing of catlog22/maestro-flow.
- SKILL.md
- phases/01-repo-understanding.md
- phases/02-structure-planning.md
- phases/03-section-drafting.md
- phases/04-citation-management.md
- phases/05-anti-ai-polish.md
- phases/06-conference-formatting.md
Open the folder on GitHubat commit f888cec
Compare with similar skills
Scholar 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 |
|---|---|---|---|---|---|---|
| Scholar Writing this skillcatlog22/maestro-flow | 564 | — | ~3.3k | Automated safety check: Notes | None | |
| Academic Paper Writing PipelineImbad0202/academic-research-skills | 51k | — | ~16k | Automated safety check: Pass | Custom licence | |
| Academic Paper Helpercnfjlhj/ai-collab-playbook | 453 | — | ~1.8k | Automated safety check: Pass | None | |
| Research Depth ControlBingHanOfUESTC/open_agent_team | 106 | — | ~989 | Automated safety check: Pass | MIT | |
| Paper SkillcLin-c/paper-skill | 119 | — | ~2.6k | Automated safety check: Pass | MIT | |
| Research SurveyEvoScientist/EvoSkills | 476 | 3 repos | ~2.5k | Automated safety check: Pass | Apache-2.0 |
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Related
Works with
Categories
Questions about Scholar Writing
What does Scholar Writing do?
End-to-end academic paper writing workflow. An agent skill from catlog22/maestro-flow. Scholar Writing is an agent skill from catlog22/maestro-flow. End-to-end academic paper writing workflow.
When should I use Scholar Writing?
Scholar Writing fits situations like: scholar writing; paper writing workflow.
How do I install Scholar Writing in Claude Code?
Run `npx skills add catlog22/maestro-flow --skill scholar-writing -a claude-code`. Or copy the skill folder (optional/skills/scholar-writing in catlog22/maestro-flow) into .claude/skills/scholar-writing in your project. Claude Code loads it when a task matches its description.
How do I install Scholar Writing in Codex?
Run `npx skills add catlog22/maestro-flow --skill scholar-writing -a codex`. Or copy the skill folder (optional/skills/scholar-writing in catlog22/maestro-flow) into .agents/skills/scholar-writing in your project. Codex loads it when a task matches its description.
Can I use Scholar 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 catlog22/maestro-flow --skill scholar-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/scholar-writing, .gemini/skills/scholar-writing, .github/skills/scholar-writing and .opencode/skills/scholar-writing in your project.
What does Scholar Writing need to run?
SKILL.md names no scripts, command-line tools or credentials: Scholar Writing is instructions for the agent only. Its frontmatter pre-approves these tools: Read, Write, Edit, Bash, Glob, Grep, WebSearch, WebFetch, TodoWrite, AskUserQuestion, Task.
Does Scholar 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 Scholar 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 Scholar Writing use?
No licence was found for Scholar Writing or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Scholar Writing use?
About 3.3k tokens (SKILL.md is roughly 13k 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 Scholar Writing?
Skills that share tags, products or a category with Scholar Writing: Academic Paper Writing Pipeline (Imbad0202/academic-research-skills, 51k stars), Academic Paper Helper (cnfjlhj/ai-collab-playbook, 453 stars), Research Depth Control (BingHanOfUESTC/open_agent_team, 106 stars) and Paper Skill (cLin-c/paper-skill, 119 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Scholar Writing?
catlog22 (a GitHub user) maintains it in catlog22/maestro-flow, which has 564 GitHub stars. The repository holds 30 skills in this directory. The repository was last updated on October 8, 2026.
Source: catlog22/maestro-flow on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.