发现 Skills

Use this skill when comparing two videos to analyze compression results or quality differences. It generates interactive HTML reports with quality metrics (PSNR, SSIM) and frame-by-frame visual comparisons. It triggers when users mention "compare videos", "video quality", "compression analysis", "before/after compression", or request quality assessment of compressed videos.

Create effective skills for OpenCode agents. Load FIRST before writing any SKILL.md. Provides required format, naming conventions, progressive disclosure patterns, and validation. Use when building, reviewing, or debugging skills.

MASTER DB: Zero-Downtime, Schema Design (3NF), SQL/NoSQL, Data Sync, Rollback strategies. Use for DB changes, migrations, and performance tuning.

Professional skills and methodology for deserialization-vulnerability testing

Use when starting feature work that needs isolation from current workspace or before executing implementation plans - creates isolated git worktrees with smart directory selection and safety verification

Improve UX copy for labels, actions, and error messages

Conducts systematic literature reviews with source evaluation, gap analysis, and citation management

Helps understand and write EAS workflow YAML files for Expo projects. Use this skill when the user asks about CI/CD or workflows in an Expo or EAS context, mentions .eas/workflows/, or wants help with EAS build pipelines or deployment automation.

Next.js 15 App Router patterns. Trigger: When working with Next.js - routing, Server Actions, data fetching.

Generate a complete MCP server project in Python with tools, resources, and proper configuration

Automatically censor profanity in messages by replacing with asterisks

Validate alignment quality with insert size distribution, proper pairing rates, GC bias, strand balance, and other post-alignment metrics. Use when verifying alignment data quality before variant calling or quantification.

Predict protein structures using modern ML models including AlphaFold3, ESMFold, Chai-1, and Boltz-1. Use when predicting structures for novel proteins, protein complexes, or when comparing predictions across multiple methods.

Annotate ChIP-seq peaks to genomic features and nearest genes. Classify peaks as promoter, exon, intron, or intergenic using ChIPseeker (R), HOMER annotatePeaks.pl (CLI), or Python (pandas/pyranges). Supports pre-built annotation databases and custom GTF files. Handles promoter definition, feature priority, category collapsing, and signed distance-to-TSS. Use when assigning genomic context to ChIP-seq peaks or linking peaks to target genes.

Quality control, filtering, and normalization for single-cell RNA-seq using Seurat (R) and Scanpy (Python). Use for calculating QC metrics, filtering cells and genes, normalizing counts, identifying highly variable genes, and scaling data. Use when filtering, normalizing, and selecting features in single-cell data.

Protein grouping and inference from peptide identifications. Use when resolving protein ambiguity from shared peptides. Handles protein groups and protein-level FDR control using parsimony and probabilistic approaches.

Reactome pathway enrichment using the ReactomePA package. Use when analyzing gene lists against Reactome’s curated, peer‑reviewed pathway database. Performs over-representation analysis (ORA) and gene set enrichment analysis (GSEA) with visualization and exploration of pathway hierarchies.

A team of fate-interpretation experts. Multi-system metaphysical fate analysis (Bazi and Five Elements, Zi Wei Dou Shu, Western astrology, Vedic astrology). Trigger words: fortune telling, fortune, destiny analysis, Bazi, Zi Wei, natal chart, Vedic, annual fortune, liunian (annual cycle), dayun (major luck cycle), career luck, wealth luck, relationship luck, health luck, fate profile, birth chart, fortune, horoscope, astrology, vedic, jyotish.

Respond with different character personalities (pirate, butler, professor) when the user requests character-style responses. Use when the user says phrases like "talk like a pirate", "respond as a butler", "explain like a professor", or similar requests in Japanese or English.

Naming conventions, file structure, and coding standards for Angular projects. Use when naming Angular files, organizing project structure, or following the Angular style guide.

Build AI agents with Strands Agents SDK. Use when developing model-agnostic agents, implementing ReAct patterns, creating multi-agent systems, or building production agents on AWS. Triggers on Strands, Strands SDK, model-agnostic agent, ReAct agent.

Fetch and display GitHub trending repositories and developers. Use when building dashboards showing trending repos, discovering popular projects, or tracking GitHub trends. Triggers on GitHub trending, trending repos, popular repositories, GitHub discover.

Execute Hugging Face Hub operations using the `hf` CLI. Use when the user needs to download models/datasets/spaces, upload files to Hub repositories, create repos, manage local cache, or run compute jobs on HF infrastructure. Covers authentication, file transfers, repository creation, cache operations, and cloud compute.

Comprehensive UI/UX design guidelines covering visual design (typography, color, motion), user experience (cognitive psychology, interaction patterns, mental models), and Sociomedia's Human Interface Guidelines (100 principles). Use when building frontend interfaces or evaluating design decisions.