Analytics
Data analysis and visualization
decomposition-patterns
by dozybot001
Common patterns for decomposing research tasks. Use when decomposing complex tasks to ensure MECE (mutually exclusive, collectively exhaustive) splits and clear phase boundaries. Essential for Decompose tool. Apply when CheckAtomicity returns atomic=false.
data-router
by Zpankz
Routes data processing, knowledge graph, and analytics tasks. Triggers on graph, vector, knowledge, ontology, process, batch, etl, database, query, csv, json.
bv
by Zpankz
High-performance graph analysis for beads issue tracker using 9 metrics (PageRank, Betweenness, HITS, Critical Path, etc). Provides AI-driven task prioritization, dependency analysis, and architectural health monitoring via robot protocol.
gtm-analytics-audit
by aimonk2025
Comprehensive analytics audit of website codebase to identify trackable elements and assess analytics readiness. Use when users want to "audit my analytics", "scan for trackable elements", "find what I can track", "analyze my website for tracking opportunities", or before implementing GTM tracking. Scans HTML/JSX/TSX/Vue for all clickable elements (buttons, links, forms, etc.), identifies existing tracking code, evaluates DOM structure for analytics, and provides recommendations. Acts as senior frontend engineer with GA4 expertise.
posthog-analytics
by petekp
Product analytics expert using PostHog MCP. Triggers on requests to understand user behavior, surface insights, create dashboards, analyze funnels, track metrics, set up experiments, or answer questions about product performance. Use when working with PostHog data, discussing analytics strategy, investigating user journeys, retention, conversion, feature adoption, or when asked to help understand what's happening in the product.
observable-gepa-migration
by raveeshbhalla
Migrate DSPy GEPA usage in DSPy from the original to gepa-observable. This makes it possible for teams to clearly review each iteration and the lineage to understand how their prompt is evolving. The repository offers a web dashboard for monitoring, but requires a custom GEPA fork that provides custom observers and LM call logging. Use when developers want to add observability to GEPA optimization.
financial-modeling
by mfwarren
Production-ready entrepreneurship skills for Claude Code — marketing, sales, operations, finance, and leadership. 24 skills built by a founder, for founders.
evaluation-harness
by patricio0312rev
Builds repeatable evaluation systems with golden datasets, scoring rubrics, pass/fail thresholds, and regression reports. Use for "LLM evaluation", "testing AI systems", "quality assurance", or "model benchmarking".
adr-writer
by patricio0312rev
Creates Architecture Decision Records documenting key technical decisions with context, alternatives considered, tradeoffs, consequences, and decision owners. Use when documenting "architecture decisions", "technical choices", "design decisions", or "ADRs".
rfc-generator
by patricio0312rev
Generates Request for Comments documents for technical proposals including problem statement, solution design, alternatives, risks, and rollout plans. Use for "RFC", "technical proposals", "design docs", or "architecture proposals".
rdkit-chemistry
by silico-quantum
RDKit molecular analysis and visualization. Use for molecular conformer generation, force field optimization, charge calculation, molecular descriptors, and non-covalent interaction analysis.
pentest-evidence-structuring-report-synthesis
by crtvrffnrt
"Security assessment skill for structuring evidence, deduplicating findings, and producing decision-ready security reports. Use when prompts include write report, consolidate findings, severity ranking, remediation guidance, executive summary, or technical appendix generation. Do not use for live exploit execution, reconnaissance, or payload experimentation tasks."
pentest-business-logic-abuse
by crtvrffnrt
"Security assessment skill for business workflow abuse, state-machine manipulation, and control-plane logic flaws. Use when prompts include workflow bypass, race condition, replay, quota abuse, order-of-operations flaws, delegated execution abuse, or unauthorized state transitions. Do not use for pure input injection fuzzing, broad recon, or standalone report formatting tasks."
pentest-exploit-execution-payload-control
by crtvrffnrt
"Security assessment skill for deterministic exploit execution from validated primitives. Use when prompts include exploit implementation, payload hardening, chaining confirmed weaknesses, post-exploitation proof, or controlled impact demonstration. Do not use for early-stage reconnaissance, speculative hypothesis generation, or report-only requests."
pentest-gemini-az
by crtvrffnrt
Use when users need an Azure, Microsoft 365, or Entra ID companion that reads, lists, changes, and manages resources using the current Azure CLI session, with az rest as the default execution path.
customer-health-analyst
by ncklrs
Expert customer health scoring and analytics guidance. Use when designing health scores, building churn prediction models, analyzing usage metrics, identifying at-risk accounts, creating executive dashboards, or performing cohort analysis. Use for leading indicator development, customer data enrichment, risk escalation frameworks, and retention analytics.
clinical-decision-support
by ovachiever
"Generate professional clinical decision support (CDS) documents for pharmaceutical and clinical research settings, including patient cohort analyses (biomarker-stratified with outcomes) and treatment recommendation reports (evidence-based guidelines with decision algorithms). Supports GRADE evidence grading, statistical analysis (hazard ratios, survival curves, waterfall plots), biomarker integration, and regulatory compliance. Outputs publication-ready LaTeX/PDF format optimized for drug development, clinical research, and evidence synthesis."
stat-writing
by fuhaoda
End-to-end statistical writing assistant for LaTeX - draft title/abstract/keywords, expand outlines into sections, audit manuscripts, write reviewer reports and response letters, and scaffold book manuscripts.
product-leader
by ncklrs
Strategic product leadership guidance for SaaS and technology companies. Covers product strategy, roadmap planning, product discovery, user research, growth product management, platform strategy, product analytics, and product launches. Use when defining product vision, prioritizing features, conducting discovery, analyzing metrics, or launching products. Use for "product strategy", "roadmap planning", "feature prioritization", "product discovery", "product metrics", "PRD writing".
complex-excel-builder
by Exploration-labs
Comprehensive toolkit for creating multi-tab Excel workbooks for startups and scale-ups. Use this skill when building financial models, operational dashboards, board reports, or analytics workbooks that require data organization, complex calculations, pivot tables, visualizations, and documentation across multiple interconnected sheets. Specialized for startup metrics (ARR, MRR, CAC, LTV), board-level reporting, and data-driven decision making.
skill-performance-profiler
by Exploration-labs
Analyzes skill usage patterns across conversations to track token consumption, identify heavy vs. lightweight skills, measure invocation frequency, detect co-occurrence patterns, and suggest consolidation opportunities. Use when the user asks to analyze skill performance, optimize skill usage, identify token-heavy skills, find consolidation opportunities, or review skill metrics.
argocd-helm
by mujez
ArgoCD and Helm expert skill. Use when deploying applications with ArgoCD, creating or reviewing Helm charts, designing GitOps workflows, managing ApplicationSets, multi-cluster deployments, progressive delivery with Argo Rollouts, troubleshooting sync issues, secrets management (SOPS, External Secrets Operator), and Kubernetes manifest management. Covers ArgoCD 3.x and Helm 3.x best practices.
xfactor
by generalizingai
"Use when the user wants to grow their X account with AI-powered content, engagement, and analytics. Full X growth engine: research-first posting, automated likes/follows, and live dashboard."
analytics-tracking
by almeidamarcell
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.