分析
分析、报表与可视化
deploy
Chachamaru127
"VercelやNetlifyへいざ出陣。本番環境への片道切符を手配します。Use when user mentions deployment, Vercel, Netlify, analytics, or health checks. Do NOT load for: implementation work, local development, reviews, or setup."
deploy
Chachamaru127
"VercelやNetlifyへいざ出陣。本番環境への片道切符を手配します。Use when user mentions deployment, Vercel, Netlify, analytics, or health checks. Do NOT load for: implementation work, local development, reviews, or setup."
mermaid
iOfficeAI
Render Mermaid diagrams as SVG or ASCII art using beautiful-mermaid. Use when users need to create flowcharts, sequence diagrams, state diagrams, class diagrams, or ER diagrams. Supports both graphical SVG output and terminal-friendly ASCII/Unicode output.
Android Legacy Navigation
HoangNguyen0403
Standards for Jetpack Navigation Component (XML) and SafeArgs
tooluniverse-drug-drug-interaction
mims-harvard
Comprehensive drug-drug interaction (DDI) prediction and risk assessment. Analyzes interaction mechanisms (CYP450, transporters, pharmacodynamic), severity classification, clinical evidence grading, and provides management strategies. Supports single drug pairs, polypharmacy analysis (3+ drugs), and alternative drug recommendations. Use when users ask about drug interactions, medication safety, polypharmacy risks, or need DDI assessment for clinical decision support.
tooluniverse-gene-enrichment
mims-harvard
Perform comprehensive gene enrichment and pathway analysis using gseapy (ORA and GSEA), PANTHER, STRING, Reactome, and 40+ ToolUniverse tools. Supports GO enrichment (BP, MF, CC), KEGG, Reactome, WikiPathways, MSigDB Hallmark, and 220+ Enrichr libraries. Handles multiple ID types (gene symbols, Ensembl, Entrez, UniProt), multiple organisms (human, mouse, rat, fly, worm, yeast), customizable backgrounds, and multiple testing correction (BH, Bonferroni). Use when users ask about gene enrichment, pathway analysis, GO term enrichment, KEGG pathway analysis, GSEA, over-representation analysis, functional annotation, or gene set analysis.
tooluniverse-adverse-event-detection
mims-harvard
Detect and analyze adverse drug event signals using FDA FAERS data, drug labels, disproportionality analysis (PRR, ROR, IC), and biomedical evidence. Generates quantitative safety signal scores (0-100) with evidence grading. Use for post-market surveillance, pharmacovigilance, drug safety assessment, adverse event investigation, and regulatory decision support.
tooluniverse-infectious-disease
mims-harvard
Rapid pathogen characterization and drug repurposing analysis for infectious disease outbreaks. Identifies pathogen taxonomy, essential proteins, predicts structures, and screens existing drugs via docking. Use when facing novel pathogens, emerging infections, or needing rapid therapeutic options during outbreaks.
internal-comms
skillcreatorai
Write internal communications using company formats. Use when writing status reports, leadership updates, company newsletters, FAQs, incident reports, project updates, or any internal communications.
1k-pkg-upgrade-review
OneKeyHQ
Reviews package version upgrades — diffs source between versions, traces call sites, and generates compatibility reports.
sdd-verify
Gentleman-Programming
Validate that implementation matches specs, design, and tasks. Trigger: When the orchestrator launches you to verify a completed (or partially completed) change.
sdd-verify
Gentleman-Programming
Validate that implementation matches specs, design, and tasks. Trigger: When the orchestrator launches you to verify a completed (or partially completed) change.
analytics-tracking
aAAaqwq
">"
visual-verdict
Yeachan-Heo
Structured visual QA verdict for screenshot-to-reference comparisons
memory-systems
guanyang
Guides implementation of agent memory systems, compares production frameworks (Mem0, Zep/Graphiti, Letta, LangMem), and designs persistence architectures for cross-session knowledge retention. Use when the user asks to "implement agent memory", "persist state across sessions", "build knowledge graph for agents", "track entities over time", "add long-term memory", "choose a memory framework", or mentions temporal knowledge graphs, vector stores, entity memory, or memory benchmarks (LoCoMo, LongMemEval).
llm-wiki
sdyckjq-lab
个人知识库构建系统（基于 Karpathy llm-wiki 方法论）。让 AI 持续构建和维护你的知识库， 支持多种素材源（网页、推特、公众号、小红书、知乎、YouTube、PDF、本地文件）， 自动整理为结构化的 wiki。 触发条件：用户明确提到"知识库"、"wiki"、"llm-wiki"，或要求对已初始化的知识库执行 消化、查询、健康检查等操作。不要在用户只是要求"总结这篇文章"时触发——必须是明确的 知识库相关意图。
security-audit
mono
Audit SkiaSharp's native dependencies for security vulnerabilities and CVEs. Read-only investigation that produces a status report with recommendations. Use when user asks to: - Audit security issues or CVEs - Check CVE status across dependencies - Find security-related issues and their PR coverage - Get an overview of open vulnerabilities - See what security work is pending Triggers: "security audit", "audit CVEs", "CVE status", "what security issues are open", "check vulnerability status", "security overview", "what CVEs need fixing". This skill is READ-ONLY. To actually fix issues, use the native-dependency-update skill.
data-visualization
kyegomez
Create effective data visualizations using best practices for clarity, accuracy, and visual communication of insights
bug-reporting-excellence
proffesor-for-testing
"Write high-quality bug reports that get fixed quickly. Use when reporting bugs, training teams on bug reporting, or establishing bug report standards."
checklist-runner
SynkraAI
Generic checklist execution engine for any .md checklist. Use this skill when an agent needs to validate work against a checklist. Supports YOLO (autonomous) and interactive modes with pass/fail/partial verdicts.
generate-status-report
atlassian
"Generate project status reports from Jira issues and publish to Confluence. When Claude needs to: (1) Create a status report for a project, (2) Summarize project progress or updates, (3) Generate weekly/daily reports from Jira, (4) Publish status summaries to Confluence, or (5) Analyze project blockers and completion. Queries Jira issues, categorizes by status/priority, and creates formatted reports for delivery managers and executives."
deep-research
daymade
Generate format-controlled research reports with evidence tracking, citations, and iterative review. This skill should be used when users request a research report, literature review, market or industry analysis, competitive landscape, policy or technical brief, or require a strict report template and section formatting that a single deepresearch pass cannot reliably enforce.
phx:boundaries
oliver-kriska
Validate Phoenix context boundaries and dependencies using mix xref. Use when reviewing PRs or before major refactors.
xlsx-processing-manus
lawvable
Professional Excel spreadsheet creation with a focus on aesthetics and data analysis. Use when creating spreadsheets for organizing, analyzing, and presenting structured data in a clear and professional format.