Claude Scholar is a semi-automated research assistant for academic research and software development, supporting literature review, coding, experiments, reporting, writing, and project knowledge management. Computer science and AI researchers use it across the research workflow with several coding-agent platforms; the catalogue contains its skills, commands, agents, hooks, plugin, and instruction.
Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx agentmods add commands/galaxy-dawn/claude-scholar/code-reviewgit clone --depth 1 https://github.com/Galaxy-Dawn/claude-scholarWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/commands/galaxy-dawn/claude-scholar/code-review)<a href="https://agentmods.dev/commands/galaxy-dawn/claude-scholar/code-review"><img src="https://agentmods.dev/badge/commands/galaxy-dawn/claude-scholar/code-review.svg" alt="Measured on agentmods" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00000 | $0.00276 |
| Opus 5 | $0.00000 | $0.00138 |
| Sonnet 5 | $0.00000 | $0.00055 |
| Haiku 4.5 | $0.00000 | $0.00028 |
Grade A, and why
code-review scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 6d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
What it actually says
Code Review
Comprehensive security and quality review of uncommitted changes:
-
Get changed files: git diff --name-only HEAD
-
For each changed file, check for:
Security Issues (CRITICAL):
- Hardcoded credentials, API keys, tokens
- SQL injection vulnerabilities
- XSS vulnerabilities
- Missing input validation
- Insecure dependencies
- Path traversal risks
- Insecure deserialization (pickle)
Code Quality (HIGH):
- Functions > 50 lines
- Files > 800 lines
- Nesting depth > 4 levels
- Missing error handling (try/except)
- print() statements in production
- TODO/FIXME comments without tickets
- Missing docstrings for public APIs
- Missing type hints (Python 3.6+)
Best Practices (MEDIUM):
- Mutable default arguments
- Emoji usage in code/comments
- Missing tests for new code
- Missing
if __name__ == "__main__"guards - Unused imports (detect with ruff/pyflakes)
-
Generate report with:
- Severity: CRITICAL, HIGH, MEDIUM, LOW
- File location and line numbers
- Issue description
- Suggested fix
-
Block commit if CRITICAL or HIGH issues found
Never approve code with security vulnerabilities!
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 6d ago First seen · 44 lines · 0 tokens per session scan A 60818aa4fab4
code-review is a command published in the GitHub repository Galaxy-Dawn/claude-scholar (5,326 stars, last pushed 9d ago), licensed MIT. It costs nothing until one of its globs matches a file; then it loads 276 tokens. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
Other commands, from other repositories
brief
Command "brief" from csmar432/finai-research, covering brief — 生成研究简报, arguments, 描述, 工作方式 and 示例.
ars-3w
ARS deep-research three-way-scan mode — WHY / HOW / WHAT paper comparison.
release
Walk the llmwiki release process step by step.
verify-math
Verify a self-authored mathematical result end to end by routing claims across adversarial review, numerical falsification, symbolic or CAS checks, and Lean, then aggregating one report. Use when a theorem, proposition, conjecture, or paper-wide mathematical argument needs the appropriate combination of verification…
synthesise-reviews
Deduplicate and reconcile multiple completed review reports into one prioritised revision plan with conflicts and dependencies made explicit. Use when parallel reviewers have returned findings that need a single action sequence. Not for running the reviews; use $review-cluster.
ox-session-pause
belongs in the ox CLI JSON output (guidance field), not here. Skills are agent-specific wrappers; ox serves all agents (Codex, etc.). --> Suspend the current session recording. Local cache continues to receive entries, but the upload at stop time will exclude the suspended range.