instrument-data-to-all…
Convert laboratory instrument output files (PDF, CSV, Excel, TXT) to Allotrope Simple Model (ASM) JSON format or flattened 2D CSV. Use this skill when…
Review code changes for security, performance, and correctness. Trigger with a PR URL or diff, "review this before I merge", "is this code safe?", or when checking a change for N+1 queries, injection risks, missing edge cases, or error handling gaps.
$ npx -y skills add anthropics/knowledge-work-plugins --skill code-review --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
/code-reviewContext preview
The summary Claude sees to decide when to auto-load this skill.
Review code changes for security, performance, and correctness. Trigger with a PR URL or diff, "review this before I merge", "is this code safe?", or when checking a change for N+1 queries, injection risks, missing edge cases, or error handling gaps.
name: code-review description: Review code changes for security, performance, and correctness. Trigger with a PR URL or diff, "review this before I merge", "is this code safe?", or when checking a change for N+1 queries, injection risks, missing edge cases, or error handling gaps. argument-hint: "<PR URL, diff, or file path>"
> If you see unfamiliar placeholders or need to check which tools are connected, see [CONNECTORS.md](../../CONNECTORS.md).
Review code changes with a structured lens on security, performance, correctness, and maintainability.
/code-review <PR URL or file path>
Review the provided code changes: @$1
If no specific file or URL is provided, ask what to review.
┌─────────────────────────────────────────────────────────────────┐ │ CODE REVIEW │ ├─────────────────────────────────────────────────────────────────┤ │ STANDALONE (always works) │ │ ✓ Paste a diff, PR URL, or point to files │ │ ✓ Security audit (OWASP top 10, injection, auth) │ │ ✓ Performance review (N+1, memory leaks, complexity) │ │ ✓ Correctness (edge cases, error handling, race conditions) │ │ ✓ Style (naming, structure, readability) │ │ ✓ Actionable suggestions with code examples │ ├─────────────────────────────────────────────────────────────────┤ │ SUPERCHARGED (when you connect your tools) │ │ + Source control: Pull PR diff automatically │ │ + Project tracker: Link findings to tickets │ │ + Knowledge base: Check against team coding standards │ └─────────────────────────────────────────────────────────────────┘
## Code Review: [PR title or file] ### Summary [1-2 sentence overview of the changes and overall quality] ### Critical Issues | # | File | Line | Issue | Severity | |---|------|------|-------|----------| | 1 | [file] | [line] | [description] | 🔴 Critical | ### Suggestions | # | File | Line | Suggestion | Category | |---|------|------|------------|----------| | 1 | [file] | [line] | [description] | Performance | ### What Looks Good - [Positive observations] ### Verdict [Approve / Request Changes / Needs Discussion]
If **~~source control** is connected:
If **~~project tracker** is connected:
If **~~knowledge base** is connected:
1. **Provide context** — "This is a hot path" or "This handles PII" helps me focus. 2. **Specify concerns** — "Focus on security" narrows the review. 3. **Include tests** — I'll check test coverage and quality too.
Plugins that turn Claude into a specialist for your role, team, and company. Built for Claude Cowork, also compatible with Claude Code.
Repo: anthropics/knowledge-work-plugins
Convert laboratory instrument output files (PDF, CSV, Excel, TXT) to Allotrope Simple Model (ASM) JSON format or flattened 2D CSV. Use this skill when…
Run nf-core bioinformatics pipelines (rnaseq, sarek, atacseq) on sequencing data. Use when analyzing RNA-seq, WGS/WES, or ATAC-seq data—either local FASTQs or…
This skill should be used when scientists need help with research problem selection, project ideation, troubleshooting stuck projects, or strategic scientific…
Deep learning for single-cell analysis using scvi-tools. This skill should be used when users need (1) data integration and batch correction with scVI/scANVI,…
Performs quality control on single-cell RNA-seq data (.h5ad or .h5 files) using scverse best practices with MAD-based filtering and comprehensive…
Set up your bio-research environment and explore available tools. Use when first getting oriented with the plugin, checking which literature, drug-discovery,…