分析
分析、报表与可视化
longitudinal
mycelium-hq
'Use when the user wants multi-year health patterns from HealthKit + journal data: "patterns in my health data," "what does my body tell me," "correlations between mood and HRV," "Floor x body fingerprint," long-term trends in sleep, HRV, VO2max, cycle, or symptoms, "how has my body changed over the years," or /longitudinal. NOT for single-day analysis (use /health-doctor), this-week patterns (use /weekly), or journal-only pattern extraction (use /patterns).'
wix-cli-dashboard-page
wix
Use when building admin interfaces, management pages, CRUD operations, or dashboard configuration UIs. Triggers include dashboard, admin panel, data management, settings pages.
wix-cli-orchestrator
wix
"BLOCKING REQUIREMENT - When user requests to add/build/create/implement ANY feature or component for a Wix CLI app, you MUST invoke this skill IMMEDIATELY as your absolute FIRST action - when exploring, reading files, BEFORE launching any agents - make sure this skill is loaded. Trigger on add, build, create, I want, implement, help me where X is any feature/component. Non-negotiable - invoke immediately upon recognizing a Wix feature build request."
wix-cli-dashboard-modal
wix
Use when adding popup forms, confirmations, or detail views to Wix dashboards; creating reusable dialog components across dashboard pages; showing context-specific information in overlays; opening modals from dashboard pages; or passing data between dashboard pages and modals. Do NOT use for static content (use dashboard pages instead) or site-facing UI (use site widgets/embedded scripts).
gingiris-seo-geo-agent
Gingiris-1031
SEO/GEO Agent Operations SOP v2 — Rebuilt from real-world operations (analook.com 0→launch, GSC incident, DataForSEO monitoring, gingiris.tools post-migration recovery). What's new in v2: • Step-by-step onboarding (Q1→Q6), multiple choice wherever possible — no big forms • Mandatory daily SEO log — first item is always GSC token status check • Data cross-validation rule: any external metric must come from ≥2 sources before use • Backlink progress tracking (6-week wait → check → alert if not indexed) • New vs. established site strategy matrix (new site <6mo: KD≤20; mature: KD up to 35+) Real incidents baked in: GSC token expired silently for 2 weeks (analook.com), P0 keywords dropped out of Top 100 after domain migration (gingiris.tools), traffic data off by 17× from single-source DataForSEO. Triggers: "SEO agent" "SEO daily report" "GSC monitoring" "DataForSEO" "GEO agent" "backlink tracking" "IndexNow" "competitor comparison page" "SEO SOP" "autonomous SEO" "GEO triple combo" 🇨🇳 SEO/GEO Agent 运营 SOP v2 — 基于真实运营经验重写（analook.com 从零建站 + GSC 断档 2 周 + DataForSEO 监控 + gingiris.tools 迁移权重恢复）。 对话式开局、强制日报（GSC token 是第一项）、数据交叉验证铁律、外链进度追踪、新老站区分策略。
analytics
whawkinsiv
"Use this skill when the user needs to set up analytics, design event tracking, define key metrics, build funnels, or instrument their SaaS product for data-driven decisions. Covers event naming conventions, tracking strategy, funnel analytics, and data quality."
copywriting
whawkinsiv
"Use this skill when the user needs to write headlines, CTAs, button text, error messages, onboarding copy, or any UI text. Covers headline formulas, microcopy best practices, benefit-driven copy, and SaaS writing style."
user-research-cookiy
cookiy-ai
End-to-end user research assistant — qualitative and quantitative. Use this skill whenever the user mentions user research, user interviews, discussion guides, interview guides, research plans, qualitative research, quantitative research, user surveys, survey design, usability studies, participant recruitment, research synthesis, interview transcripts, research reports, running studies with AI, or explicitly mentions Cookiy AI. Also trigger when users want to talk to customers, conduct discovery research, create a study or survey, analyze interview data, run AI-moderated interviews, or collect survey responses. Covers the full lifecycle: planning studies, creating discussion guides, running AI-moderated interviews (real or synthetic) via Cookiy, designing and distributing surveys, and synthesizing results into reports.
route-by-query-shape
Bitterbot-AI
When the agent calls memory_search with a relationship-shaped query ("who did I talk to about X"), redirect to the knowledge_graph backend where it will actually find the answer.
circles-protocol
Bitterbot-AI
Use before calling the circles tool, when the user asks about their circles (connections, presence, messages, tab, briefing, asks) or wants to write to one. Not for P2P peers or bounties.
mermaid-visualizer
oldwinter
Transform text content into professional Mermaid diagrams for presentations and documentation. Use when users ask to visualize concepts, create flowcharts, or make diagrams from text. Supports process flows, system architectures, comparisons, mindmaps, and more with built-in syntax error prevention.
obsidian-dashboard
oldwinter
This skill should be used when users want to generate comprehensive statistics and overview of their Obsidian vault, including file counts, types, tags, links, folder structure, and other metadata analysis.
code-completion-semantic-constraints
ArabelaTso
Automatically complete partial code snippets while satisfying semantic constraints including variable types, invariants, pre/post-conditions, interface contracts, and expected input/output behavior. Use when users provide incomplete code with specific requirements like "complete this function that takes a list and returns sorted unique elements" or "fill in this method body that must maintain the invariant that x stays positive" or "implement this interface method with these type constraints." Produces compilable, executable code with tests and a constraint satisfaction report.
freshworks-fdk-setup-skill
freshworks-developers
Complete FDK management for macOS and Windows - install, upgrade, downgrade, and uninstall. Use when the user needs to install/configure/upgrade/downgrade/uninstall the Freshworks Development Kit, set up FDK on a new machine, asks about FDK installation on Mac or Windows, wants to change FDK version, or encounters FDK/CLI setup issues.
bio-atac-seq-atac-qc
GPTomics
Quality control metrics for ATAC-seq data including fragment size distribution, TSS enrichment, FRiP, and library complexity. Use when assessing ATAC-seq library quality before or after peak calling to identify problematic samples.
bio-alignment-validation
GPTomics
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.
bio-chipseq-differential-binding
GPTomics
Differential binding analysis using DiffBind. Compare ChIP-seq peaks between conditions with statistical rigor. Requires replicate samples. Outputs differentially bound regions with fold changes and p-values. Use when comparing ChIP-seq binding between conditions.
bio-causal-genomics-pleiotropy-detection
GPTomics
Detect and correct for horizontal pleiotropy in Mendelian randomization analyses using MR-PRESSO for outlier removal, MR-Egger regression for directional pleiotropy, and Steiger filtering for variant directionality. Use when validating MR results, detecting pleiotropic instruments, or running sensitivity analyses for causal inference.
dashboard-create-screen
Automattic
Create a new screen in the Multi-site Dashboard with automatic route registration
react-useeffect
nweii
"React useEffect best practices. Use when writing Effects, derived values, or data fetching. Teaches when NOT to use Effects and better alternatives like useMemo or key props."
complexity
boshu2
'Analyze code complexity and find refactor targets using radon/gocyclo. Triggers: "complexity", "analyze complexity", "find complex code", "refactor targets", "cyclomatic complexity", "code metrics".'
beads-viewer
oakoss
'Beads Viewer - Graph-aware triage engine for Beads projects. Computes PageRank, betweenness, critical path, and cycles. Use when triaging beads tasks, analyzing dependency graphs, finding bottlenecks, detecting circular dependencies, planning parallel execution tracks, or generating sprint burndown data.'
knowledge-graph-builder
oakoss
Implements knowledge graphs for AI-enhanced relational knowledge. Covers ontology design, graph database selection (Neo4j, Neptune, ArangoDB, TigerGraph), entity extraction, hybrid graph-vector architecture, query patterns, and AI integration. Use when implementing knowledge graphs, designing ontologies, extracting entities and relationships, selecting a graph database, or building hybrid graph-vector search. Use for knowledge graph, ontology design, entity resolution, graph RAG, hallucination detection. For architecture selection and governance, use the knowledge-base-manager skill. For document retrieval pipelines, use the rag-implementer skill.
knowledge-base-manager
oakoss
'Knowledge base architecture selection, curation, and governance. Use when choosing between document-based (RAG), entity-based (graph), or hybrid KB architectures, establishing content curation workflows, implementing versioning and governance, or evaluating quality metrics. For building retrieval pipelines, use the rag-implementer skill. For building knowledge graphs, use the knowledge-graph-builder skill.'