分析
分析、报表与可视化
Comunicador Business
scaleto
Enlace A2A del Grupo Business.
context-and-impact
ShunsukeHayashi
The Universal Context-to-Execution Pipeline. 最強統合スキル: コンテキスト収集（5層）→ 品質保証 → GNI-First DAG計画 → マルチエージェント実行 → ARIA監査フィードバックループ の完全自動化。 Obsidian Semantic Search + GitNexus Code/Wikilink Graph + Agent Skill Bus + task-dag-planner + ARIA LDD/ADD + cycle-ops self-improvement を一つのパイプラインに統合。
mail-stats
aashari
Email volume statistics, trends, and patterns. Show daily/weekly/monthly volume, peak periods, read rates, and account breakdowns. Use when user asks about email statistics, how much email they get, trends, or wants analytics on their inbox. Arguments: optional time range or specific metric like "by day", "by account", "unread rate".
analytics-tracking
mikefilsaime-groove
This skill should be used when the user asks to "set up analytics", "build tracking", "conversion tracking", "measurement plan", "dashboards", or mentions analytics, tracking implementation, or attribution. Creates measurement systems that drive data-informed decisions.
test-blocked-fixture
basher83
This is a test fixture with intentional violations for regression testing. It contains <angle brackets> which trigger B5, and has an unexpected frontmatter property which triggers W2.
auditing-permission-ux
clix-so
Audits notification permission request flows. Use when reviewing or improving permission prompts, settings paths, or denial handling.
research
SherifEldeeb
Gather and synthesize information from web sources, APIs, and databases. Compile research findings into structured reports. Use when researching topics, gathering threat intelligence, or compiling background information.
Enterprise Integration Skill
fabioc-aloha
"Patterns for Microsoft Graph, Azure AD, and enterprise feature integration in VS Code extensions"
forensic-reporting
SherifEldeeb
Generate professional forensic reports and documentation. Use when creating investigation reports, expert witness documentation, executive summaries, or technical findings. Supports multiple report formats and compliance requirements.
graphrag-patterns
latestaiagents
Implement GraphRAG combining knowledge graphs with RAG for multi-hop reasoning. Use this skill when building knowledge graph RAG, implementing multi-hop queries, using Neo4j with RAG, or connecting entities across documents. Activate when: GraphRAG, knowledge graph, multi-hop reasoning, Neo4j RAG, entity extraction, relationship queries, graph database, connected data.
analytics-tracking
aiaiohhh
When the user wants to set up, improve, or audit analytics tracking and measurement. Also use when the user mentions "set up tracking," "GA4," "Google Analytics," "conversion tracking," "event tracking," "UTM parameters," "tag manager," "GTM," "analytics implementation," or "tracking plan." For A/B test measurement, see ab-test-setup.
Tooling Detection System
FortiumPartners
Last Updated: 2025-10-23 Version: 1.0.0
Helm Chart Quick Reference
FortiumPartners
Last Updated: 2025-10-23 Version: 1.0.0
ac-knowledge-graph
adaptationio
Manage knowledge graph for autonomous coding. Use when storing relationships, querying connected knowledge, building project understanding, or maintaining semantic memory.
ml-advanced
levy-n
Implements ensemble learning (Random Forest, XGBoost, CatBoost, Stacking) and unsupervised methods (K-Means, DBSCAN, Hierarchical clustering, PCA, t-SNE, UMAP), and recommender systems (Matrix Factorization, NeuMF). Use when comparing gradient boosting algorithms, doing customer segmentation, anomaly detection, dimensionality reduction, building recommender systems, or when user mentions 'ensemble', 'boosting', 'bagging', 'random forest', 'XGBoost', 'clustering', 'K-Means', 'DBSCAN', 'elbow method', 'silhouette score', 'PCA', 't-SNE', 'dimensionality reduction', 'feature importance', 'matrix factorization', 'NeuMF', 'recommender system', or 'collaborative filtering'.
3b1b-style-animation
subinium
Create mathematical animations in 3Blue1Brown style using Manim
check-observability
phrazzld
Audit observability: error tracking, logging, health checks, analytics. Outputs structured findings. Use log-observability-issues to create issues. Invoke for: monitoring audit, logging review, alerting gaps.
Ruby OOP Patterns
Kaakati
Comprehensive guide to Object-Oriented Programming in Ruby and Rails covering classes, modules, design patterns, SOLID principles, and modern Ruby 3.x features
TailAdmin UI Patterns
Kaakati
"TailAdmin dashboard UI framework patterns and Tailwind CSS classes. ALWAYS use this skill when: (1) Building any dashboard or admin panel interface, (2) Creating data tables, cards, charts, or metrics displays, (3) Implementing forms, buttons, alerts, or modals, (4) Building navigation (sidebar, header, breadcrumbs), (5) Any UI work that should follow TailAdmin design. This skill REQUIRES fetching from the official GitHub repository to ensure accurate class usage - NEVER invent classes."
analytics-tracking
phrazzld
When the user wants to set up, improve, or audit analytics tracking and measurement. Also use when the user mentions "set up tracking," "GA4," "Google Analytics," "conversion tracking," "event tracking," "UTM parameters," "tag manager," "GTM," "analytics implementation," or "tracking plan." For A/B test measurement, see ab-test-setup.
model-interpretability
levy-n
Model interpretability, explainability, and debugging tools. Covers SHAP (TreeExplainer, DeepExplainer, KernelExplainer), feature importance analysis, LIME, attention visualization, Grad-CAM for CNNs, confusion matrix analysis, error analysis patterns, and model fairness auditing. Use when user asks about 'SHAP', 'feature importance', 'explainability', 'interpretability', 'why did the model predict', 'Grad-CAM', 'LIME', 'attention weights', 'confusion matrix', 'error analysis', 'model debugging', 'fairness', 'bias detection', or 'what did the model learn'.
explore
inkeep
Build deep, structured understanding of a codebase area or system topic before acting on it. Three complementary lenses: (1) Surface mapping — enumerate product and internal surfaces a topic touches, trace connections and blast radius across the system. (2) Pattern inspection — discover conventions, shared abstractions, and the "grain" of a code area by reading siblings. (3) System tracing — follow call chains, map transitive dependencies, identify cross-boundary contracts and implicit coupling. Use before spec work, implementation, review, debugging, or any task that needs understanding of what a feature touches and how the code works. Subsumes find-similar. Triggers: explore, inspect, discover, what does this touch, map the surfaces, world model, surface areas, what's affected, what patterns exist here, how does this area do X, before implementing, check conventions, find similar, trace the flow, blast radius, what would break, dependency tree, codebase inspection, feature scope, what would this change.
Knack DevOps
willsigmon
Manages automated build, deployment, environment sync, and monitoring for HTI's Knack-Vercel integration. Ensures dashboard uptime, data sync relia...
Analytics Plan
yebot
Define analytics tracking plan for features and initiatives