发现 Skills

Create and manipulate Seq, MutableSeq, and SeqRecord objects using Biopython. Use when creating sequences from strings, modifying sequence data in-place, or building annotated sequence records.

Calculate sequence properties like GC content, molecular weight, isoelectric point, and GC skew using Biopython. Use when analyzing sequence composition, computing physical properties, or comparing sequences.

Quality control, filtering, normalization, and feature selection for spatial transcriptomics data. Calculate QC metrics, filter spots/cells, normalize counts, and identify highly variable genes. Use when filtering and normalizing spatial transcriptomics data.

Taxonomic classification of ASVs using reference databases like SILVA, GTDB, or UNITE. Covers naive Bayes classifiers (DADA2, IDTAXA) and exact matching approaches. Use when assigning taxonomy to ASVs after DADA2 amplicon processing.

Compose MIDI arrangements and convert between JSON spec and MIDI files. Two modes: 'compose' uses an LLM (via /prompt-lab prompt) to create a full arrangement from annotated lyrics + reference MIDI fragments + heart tags. 'from-spec' and 'to-spec' are mechanical JSON↔MIDI conversion via pretty_midi. The arrangement is the creative heart of the music pipeline — it decides what every instrument plays at every beat.

Dedicated WCAG 2.2 AA/AAA accessibility audit across 10 dimensions (A1-A10) covering semantic HTML, keyboard navigation, ARIA patterns, color contrast, forms, images/media, responsive/zoom, motion/animation, reading/content, and legal compliance. Goes far beyond surface-level design-review checks with deep compliance-focused analysis, WCAG criterion mapping, and legal risk assessment (ADA Title II, EAA, Section 508). Critical gates on keyboard (A2) and contrast (A4). Flags: [path] | full | --live-url <url> | --quick | --fix | --standard AA|AAA | --legal ada|eaa|508.

Design database schemas for Grey Haven multi-tenant SaaS - SQLModel models, Drizzle schema, multi-tenant isolation with tenant_id and RLS, timestamp fields, foreign keys, indexes, migrations, and relationships. Use when creating database tables.

Automate developer onboarding with personalized plans, Linear integration, knowledge base setup, and milestone tracking. Use when onboarding new developers, planning team expansion, or managing role transitions.

Version management, release verification, and deployment procedures for software releases. Includes semver guidance, version consistency checks, and platform-specific constraints.

Automates browser interactions for web testing, form filling, screenshots, and data extraction. Use when the user needs to navigate websites, interact with web pages, fill forms, take screenshots, test web applications, or extract information from web pages.

Use when investigating inbox placement, reputation, and compliance signals across senders.

A set of resources to help me write all kinds of internal communications, using the formats that my company likes to use. Claude should use this skill whenever asked to write some sort of internal communications (status reports, leadership updates, 3P updates, company newsletters, FAQs, incident reports, project updates, etc.).

Transform a 2D image into an animated 3D model ready for the web or games in under 30 minutes using the Dilum Sanjaya workflow (Hunyuan3D + Mixamo). Use when: **Create a 3D character for a website** - mascot, avatar, interactive illustration; **Prototype a game asset** - character design, props, environments; **Produce 3D marketing content** - rotating products, animated characters; **Convert existing illustrations** - logo, mascot, character design → 3D; **Tes...

Improve and update the HIPAA audit skill by fetching authoritative regulatory sources, NIST guidance, OWASP cheat sheets, and HHS enforcement cases. Use this skill when the user wants to refresh or improve the HIPAA audit skill references, keep compliance guidance up to date, or strengthen the skill with real enforcement cases and official citations. Trigger phrases: "update the HIPAA skill", "refresh the compliance references", "improve the audit skill", "run the HIPAA skill updater".

GitHub issue CRUD -- create, read, update, close with label/milestone/assignee suggestions and Jira linking

World-class computer vision skill for image/video processing, object detection, segmentation, and visual AI systems. Expertise in PyTorch, OpenCV, YOLO, SAM, diffusion models, and vision transformers. Includes 3D vision, video analysis, real-time processing, and production deployment. Use when building vision AI systems, implementing object detection, training custom vision models, or optimizing inference pipelines.

Recipe for building an agent quality dashboard using BigQuery views, scheduled queries, and Looker Studio (or similar) connected via bqx-managed data.

Scaffold a mock class for any protocol using a standard iOS mock pattern. Called by builder-test-worker.

Azure Key Vault Secrets Java SDK for secret management. Use when storing, retrieving, or managing passwords, API keys, connection strings, or other sensitive configuration data.

Protocol for GPU discovery and parallel run scheduling across local GPU and Slurm clusters

Multi-cloud security assessment skill for AWS, Azure, and GCP. This skill should be used when performing cloud security audits, scanning for misconfigurations, testing IAM policies, auditing storage permissions, and identifying privilege escalation paths. Triggers on requests to audit cloud security, scan AWS/Azure/GCP, check cloud misconfigurations, or perform cloud penetration testing.

You are a TypeScript project architecture expert specializing in scaffolding production-ready Node.js and frontend applications. Generate complete project structures with modern tooling (pnpm, Vite, N

Integrates previous Claude artifacts and development context to enhance Gemini CLI workflows.

Remove signs of AI-generated writing. Gen-X voice: deadpan, economical, direct. Use when writing or editing README files, documentation, changelogs, presentations, or any prose in a coding session or IDE. Activate on "README", "documentation", "write docs", "edit prose", "dehumanize", "humanize", "rewrite", "make it sound natural". NOT for code comments shorter than a paragraph or inline code documentation.