Review code for bugs, security vulnerabilities, performance issues, and maintainability. Trigger with "review this code", "check t...

Performs quality control on single-cell RNA-seq data (.h5ad or .h5 files) using scverse best practices with MAD-based filtering an...

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Research customer questions by searching across documentation, knowledge bases, and connected sources, then synthesize a confidenc...

Structure and package support escalations for engineering, product, or leadership with full context, reproduction steps, and busin...

Write and maintain knowledge base articles from resolved support issues. Use when a ticket has been resolved and the solution shou...

Triage incoming support tickets by categorizing issues, assigning priority (P1-P4), and recommending routing. Use when a new ticke...

anthropics/knowledge-work-plugins

Draft professional, empathetic customer-facing responses adapted to the situation, urgency, and channel. Use when responding to cu...

Deep learning for single-cell analysis using scvi-tools. This skill should be used when users need (1) data integration and batch ...

Plan and prioritize product roadmaps using frameworks like RICE, MoSCoW, and ICE. Use when creating a roadmap, reprioritizing feat...

Plan and execute organizational or technical changes. Trigger with "we're changing", "rolling out", "migration plan", "how do we c...

Plan marketing campaigns with objectives, audience segmentation, channel strategy, content calendars, and success metrics. Use whe...

Review contracts against your organization's negotiation playbook, flagging deviations and generating redline suggestions. Use whe...

Screen incoming NDAs and classify them as GREEN (standard), YELLOW (needs review), or RED (significant issues). Use when a new NDA...

Assess and classify legal risks using a severity-by-likelihood framework with escalation criteria. Use when evaluating contract ri...

Benchmark compensation against market data. Trigger with "what should we pay", "comp benchmark", "market rate for", "salary range ...

Answer questions about company policies, benefits, and procedures. Trigger with "what's our policy on", "how does PTO work", "bene...

Manage the month-end close process with task sequencing, dependencies, and status tracking. Use when planning the close calendar, ...