Peer Review
spacering-net/codeg
Structured manuscript/grant review with checklist-based evaluation.
Systematic academic paper review workflow covering self-review before submission and rebuttal writing after receiving reviewer feedback.
Install Scholar Review
$ npx skills add catlog22/maestro-flow --skill scholar-review -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install catlog22/maestro-flow scholar-review --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-review .claude/skills/scholar-review && 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-review" agent skill from https://github.com/catlog22/maestro-flow/tree/master/optional/skills/scholar-review into .claude/skills/scholar-review/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "scholar-review", 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-reviewType 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-review -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install catlog22/maestro-flow scholar-review --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-review .agents/skills/scholar-review && 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-review" agent skill from https://github.com/catlog22/maestro-flow/tree/master/optional/skills/scholar-review into .agents/skills/scholar-review/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "scholar-review", 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-review -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install catlog22/maestro-flow scholar-review --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-review .cursor/skills/scholar-review && 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-review" agent skill from https://github.com/catlog22/maestro-flow/tree/master/optional/skills/scholar-review into .cursor/skills/scholar-review/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "scholar-review", 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-review--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-review -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install catlog22/maestro-flow scholar-review --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-review .gemini/skills/scholar-review && 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-review" agent skill from https://github.com/catlog22/maestro-flow/tree/master/optional/skills/scholar-review into .gemini/skills/scholar-review/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "scholar-review", 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-reviewInstalls 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-review -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-review .github/skills/scholar-review && 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-review" agent skill from https://github.com/catlog22/maestro-flow/tree/master/optional/skills/scholar-review into .github/skills/scholar-review/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "scholar-review", 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-review -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-review --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-review .opencode/skills/scholar-review && 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-review" agent skill from https://github.com/catlog22/maestro-flow/tree/master/optional/skills/scholar-review into .opencode/skills/scholar-review/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "scholar-review", 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-review- GitHub stars
- 564
- Token cost
- ~2.3k tokens
- SKILL.md length
- 478 words
- Files
- 7
- Skills in repo
- 30
- Repo updated
- First seen
- Licence
- None found
At a glance
Systematic academic paper review workflow covering self-review before submission and rebuttal writing after receiving reviewer feedback.
- Works in 4 steps: Codebase docs: If… → Specs: maestro load --type spec… → Wiki knowledge: maestro search "academic… → …
- Respond to reviewers
- SKILL.md covers Pre-load (before execution), Architecture Overview, Key Design Principles and Interactive Preference…, plus 7 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Scholar Review is an agent skill from catlog22/maestro-flow. Systematic academic paper review workflow covering self-review before submission and rebuttal writing after receiving reviewer feedback. Triggers on "review paper", "self-review", "write rebuttal", "respond to reviewers", "analyze review comments", "paper review".
Its SKILL.md is about 2.3k tokens, which your agent loads only when the skill is triggered. The skill folder holds 8 other files (for example `phases/01-self-review.md`, `phases/02-review-analysis.md` and `phases/03-response-strategy.md`).
It sits in Research & Science, covering Peer review. 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
- Respond to reviewers
- Analyze review comments
Example prompts
- “review paper”
- “self-review”
- “write rebuttal”
- “/scholar-review”
Requirements
- Pre-approved tools (allowed-tools): Read, Write, Edit, Bash, Glob, Grep, WebFetch, WebSearch, AskUserQuestion, TodoWrite
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:
ReadWriteEditBashGlobGrepWebFetchWebSearchAskUserQuestionTodoWrite
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
Scholar Review loads about 2.3k tokens when it runs. Until then it costs about 70 tokens; SKILL.md has 478 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, WebFetch, WebSearch, AskUserQuestion, TodoWrite
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 478 words (~2,272 tokens).
“A structured workflow for academic paper review and rebuttal. Covers two modes: (1) pre-submission self-review to identify and fix weaknesses before submitting, and (2) post-review rebuttal writing to respond professionally to reviewer feedback.”
- name
- scholar-review
- allowed-tools
- Read, Write, Edit, Bash, Glob, Grep, WebFetch, WebSearch, AskUserQuestion, TodoWrite
- disable-model-invocation
- true
- session-mode
- none
Files
SKILL.md and 6 other files in optional/skills/scholar-review of catlog22/maestro-flow.
- SKILL.md
- phases/01-self-review.md
- phases/02-review-analysis.md
- phases/03-response-strategy.md
- phases/04-rebuttal-writing.md
- phases/05-revision.md
- specs/tone-guidelines.md
Open the folder on GitHubat commit f888cec
Compare with similar skills
Scholar Review 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 Review this skillcatlog22/maestro-flow | 564 | — | ~2.3k | Automated safety check: Notes | None | |
| Peer Reviewspacering-net/codeg | 3.9k | 17 repos | ~5.9k | Automated safety check: Notes | MIT | |
| Scholar Evaluationspacering-net/codeg | 3.9k | 11 repos | ~3.2k | Automated safety check: Pass | MIT | |
| Academic Paper Writing PipelineImbad0202/academic-research-skills | 51k | — | ~16k | Automated safety check: Pass | Custom licence | |
| Academic Paper ReviewerImbad0202/academic-research-skills | 51k | — | ~11k | Automated safety check: Pass | Custom licence | |
| Peer ReviewK-Dense-AI/claude-scientific-writer | 2.4k | 2 repos | ~3.1k | Automated safety check: Notes | MIT |
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Peer Review
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Related
Categories
Questions about Scholar Review
What does Scholar Review do?
Systematic academic paper review workflow covering self-review before submission and rebuttal writing after receiving reviewer feedback. Scholar Review is an agent skill from catlog22/maestro-flow. Systematic academic paper review workflow covering self-review before submission and rebuttal writing after receiving reviewer feedback.
When should I use Scholar Review?
Scholar Review fits situations like: respond to reviewers; analyze review comments.
How do I install Scholar Review in Claude Code?
Run `npx skills add catlog22/maestro-flow --skill scholar-review -a claude-code`. Or copy the skill folder (optional/skills/scholar-review in catlog22/maestro-flow) into .claude/skills/scholar-review in your project. Claude Code loads it when a task matches its description.
How do I install Scholar Review in Codex?
Run `npx skills add catlog22/maestro-flow --skill scholar-review -a codex`. Or copy the skill folder (optional/skills/scholar-review in catlog22/maestro-flow) into .agents/skills/scholar-review in your project. Codex loads it when a task matches its description.
Can I use Scholar Review 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-review -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-review, .gemini/skills/scholar-review, .github/skills/scholar-review and .opencode/skills/scholar-review in your project.
What does Scholar Review need to run?
SKILL.md names no scripts, command-line tools or credentials: Scholar Review is instructions for the agent only. Its frontmatter pre-approves these tools: Read, Write, Edit, Bash, Glob, Grep, WebFetch, WebSearch, AskUserQuestion, TodoWrite.
Does Scholar Review 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 Review 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 Review use?
No licence was found for Scholar Review or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Scholar Review use?
About 2.3k tokens (SKILL.md is roughly 9.1k 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 Review?
Skills that share tags, products or a category with Scholar Review: Peer Review (spacering-net/codeg, 3.9k stars), Scholar Evaluation (spacering-net/codeg, 3.9k stars), Academic Paper Writing Pipeline (Imbad0202/academic-research-skills, 51k stars) and Academic Paper Reviewer (Imbad0202/academic-research-skills, 51k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Scholar Review?
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.