Analytics
Data analysis and visualization
ato-language
by atopile
"Reference for the .ato declarative DSL: type system, connection semantics, constraint model, and standard library. Use when authoring or reviewing .ato code."
solver
by atopile
"How the Faebryk parameter solver works (Sets/Literals, Parameters, Expressions), the core invariants enforced during mutation, and practical workflows for debugging and extending the solver. Use when implementing or modifying constraint solving, parameter bounds, or debugging expression simplification."
pyzig
by atopile
"How the Zig↔Python binding layer works (pyzig), including build-on-import, wrapper generation patterns, ownership rules, and where to add new exported APIs. Use when adding Zig-Python bindings, modifying native extensions, or debugging C-API interactions."
Android Legacy Navigation
by HoangNguyen0403
Standards for Jetpack Navigation Component (XML) and SafeArgs
executing-plans
by pedronauck
Use when you have a written implementation plan to execute in a separate session with review checkpoints
harmony-batch-correction
by jaechang-hits
"Batch correction for single-cell RNA-seq (and other omics) with Harmony. Removes technical batch effects from PCA embeddings while preserving biological variation. Use after PCA, before UMAP/neighbors. Fast and scalable to millions of cells. Python (harmonypy, scanpy integration) and R (Seurat) APIs."
office-scripts
by markus41
Expert knowledge of Excel Office Scripts — Microsoft's TypeScript automation platform for Excel on the web, including the full ExcelScript API surface, TypeScript 4.0.3 restrictions, Graph API workbook integration, Power Automate connector limits, performance optimization, and common automation patterns.
security-best-practices
by tech-leads-club
Perform language and framework specific security best-practice reviews and suggest improvements. Trigger only when the user explicitly requests security best practices guidance, a security review/report, or secure-by-default coding help. Trigger only for supported languages (python, javascript/typescript, go). Do not trigger for general code review, debugging, or non-security tasks.
perf-lighthouse
by tech-leads-club
"Run Lighthouse audits locally via CLI or Node API, parse and interpret reports, set performance budgets. Use when measuring site performance, understanding Lighthouse scores, setting up budgets, or integrating audits into CI. Triggers on: lighthouse, run lighthouse, lighthouse score, performance audit, performance budget."
data-visualization
by kyegomez
Create effective data visualizations using best practices for clarity, accuracy, and visual communication of insights
datadog-automation
by aAAaqwq
"Automate Datadog tasks via Rube MCP (Composio): query metrics, search logs, manage monitors/dashboards, create events and downtimes. Always search tools first for current schemas."
sap-sac-scripting
by secondsky
Comprehensive SAC scripting skill for SAP Analytics Cloud Analytics Designer and Optimized Story Experience. This skill should be used when the user asks to "create SAC script", "debug Analytics Designer", "optimize SAC performance", "planning operations in SAC", "filter data in SAC", "use DataSource API", "chart scripting", "table manipulation", "SAC event handlers", "version management", "data locking", or works with SAC widgets, planning models, or analytics applications.
operational-risk
by JoelLewis
"Operational risk management: trade breaks, settlement fails, error handling, loss event taxonomy, key risk indicators, incident management, and business continuity for trading operations."
stock-analysis-team
by wudengyao
提供股票多维度分析团队协同研究能力；当用户需要股票分析、投资决策支持、风险评估、市场复盘或回测验证时使用
helm-chart-scaffolding
by HermeticOrmus
Design, organize, and manage Helm charts for templating and packaging Kubernetes applications with reusable configurations. Use when creating Helm charts, packaging Kubernetes applications, or implementing templated deployments.
advisor-dashboards
by JoelLewis
"Advisor dashboards for RIAs: practice analytics, AUM/revenue tracking, organic growth, effective fee rate, net flows, client flow analysis, referral tracking, retention rates, attrition analysis, competitive losses, exception alerts (NIGO, rebalancing drift, billing), benchmarking (Schwab, FA Insight), productivity metrics, prospecting conversion, CRM integration (Redtail, Salesforce), PMS integration (Orion, Tamarac), compliance metrics."
client-reporting-delivery
by JoelLewis
"Report generation, customization, delivery channels, frequency management, report templates, client portal integration, compliance review, and print vs digital delivery for advisory firms."
source-command-audit-concurrency-skill
by matiaszanolli
Audit ByroRedux concurrency and synchronization — Vulkan queue and acceleration-structure sync, compute-to-AS-to-fragment barrier chains, ECS lock ordering and deadlock potential, scheduler access declarations, RwLock patterns, GPU resource teardown, and worker threads. Use when the user requests a concurrency, synchronization, deadlock, lock-ordering, or Vulkan-sync audit.
source-command-audit-audio-skill
by matiaszanolli
Audit the ByroRedux M44 audio subsystem — the kira backend in crates/audio (spatial dispatch and the Bethesda-unit listener seam, reverb send, underwater filter, streaming music, SoundCache, ECS lifecycle) plus its engine callers, footsteps, water audio, reverb zones, and REGN ambient music. Use when the user requests an audio, kira, spatial-sound, reverb, underwater, or music-dispatch audit.
source-command-audit-papyrus-skill
by matiaszanolli
Deep audit of the Papyrus frontends — the .pex reader and 5-phase decompiler (crates/pex, Champollion port) and the .psc lexer and Pratt parser (crates/papyrus) — for untrusted-input bounds, decompiler soundness, and depth caps. Use when the user requests a Papyrus, .pex, or .psc frontend audit.
source-command-audit-esm-skill
by matiaszanolli
Audit ByroRedux's ESM/ESP plugin parser: GRUP walk, sub-record byte accounting, per-record schema dispatch, FormID remap and load order, CELL/WRLD walkers, localized strings, EsmIndex-to-ECS handoff, and real-data validation across Oblivion, FO3/FNV, Skyrim, FO4/FO76, and Starfield masters. Use when the user requests an ESM, ESP, plugin parser, FormID, or load-order audit.
source-command-audit-publish-skill
by matiaszanolli
Convert a finished audit report's findings into GitHub issues with path validation, NEW-status filtering, dedup against open issues, label reconciliation, and a completeness gate. Use when the user asks to publish an audit report or convert or file its findings as GitHub issues.
source-command-audit-safety-skill
by matiaszanolli
Audit ByroRedux for unsafe-code violations, undefined behavior, FFI lifetime bugs, memory and resource leaks, Vulkan specification errors, GPU layout drift, teardown hazards, and sandbox trust-boundary failures. Use when the user requests a safety, memory-safety, Vulkan-safety, or unsafe-code audit.
source-command-audit-fo4-skill
by matiaszanolli
Audit Fallout 4 compatibility — BA2 archives, half-float vertices, BGSM/BGEM materials, and M49 CSG precombines. Use when the user requests a Fallout 4 or FO4 compatibility audit.