Total 56,125 skills
Showing 12 of 56125 skills
Model interpretability and explainability using SHAP (SHapley Additive exPlanations). Use this skill when explaining machine learning model predictions, computing feature importance, generating SHAP plots (waterfall, beeswarm, bar, scatter, force, heatmap), debugging models, analyzing model bias or fairness, comparing models, or implementing explainable AI. Works with tree-based models (XGBoost, LightGBM, Random Forest), deep learning (TensorFlow, PyTorch), linear models, and any black-box model.
Use when writing unit/integration tests for Vite projects - provides Vitest configuration, test APIs, mocking patterns, and coverage setup
Understand anti-reversing, obfuscation, and protection techniques encountered during software analysis. Use when analyzing protected binaries, bypassing anti-debugging for authorized analysis, or understanding software protection mechanisms.
Plans and executes GKE cluster creation, provisioning, and production readiness audits. Use when creating GKE clusters, provisioning GKE environments, or auditing GKE clusters. Don't use for application onboarding or deployment configuration (use gke-app-onboarding instead).
Configures GKE observability, including Cloud Logging, Cloud Monitoring, and managed Prometheus. Use when configuring GKE monitoring, setting up GKE logging, or configuring Prometheus metrics collection. Don't use to configure local application logging frameworks or external APMs outside GKE.
Formulate and audit real strategy using Richard Rumelt's "Good Strategy Bad Strategy": an honest diagnosis, a guiding policy, and coherent action instead of goals, vision, and wishful thinking. Use when the user mentions "good strategy bad strategy", "strategy kernel", "diagnosis guiding policy coherent action", "our strategy is just goals", "strategic planning", "mission vs strategy", "annual plan", or "is this actually a strategy". Also trigger when auditing a strategy doc or pitch deck for fluff, turning a goal list into real strategy, formulating strategy for a product or company, or finding leverage and proximate objectives. Covers the kernel of strategy, bad-strategy detection, and sources of power. For product positioning, see obviously-awesome. For uncontested markets, see blue-ocean-strategy.
Vendor-neutral skill to score customer churn risk from account signals and produce prioritized retention actions.
This is used when you need to configure or build a firmware project based on ESP-IDF, call the built-in script to execute idf.py build, and locate the firmware artifacts.
Top Rank Tokens Sniper v1.0 — OKX Ranking Sniper (Real Trading). Monitors the OKX leaderboard for newly listed tokens, filters through 13 Slot Guard pre-checks + 9 Advanced Safety checks + 3 Holder Risk checks + Momentum scoring, then automatically snipes entries. 6-layer exit system manages take profit and stop loss. Triggered when the user mentions top rank tokens sniper, ranking strategy, leaderboard sniper, top N sniper, 榜单狙击手, or start ranking sniper. Run file: ranking_sniper.py (includes Web Dashboard http://localhost:3244)
产品图片的图形商标检测与相似度搜索。当用户提到商标检测、图形商标搜索、Logo侵权检查、商标相似度分析、图片商标风险评估、产品图片商标筛查、graphic trademark detection, logo infringement, trademark similarity, trademark risk, image trademark screening, Ruiguan时触发此技能。即使用户未明确说"商标检测"，只要其需求涉及将产品图片与已注册的图形商标进行比对或评估商标侵权风险，也应触发此技能。
Production machine-learning engineering workflow for data contracts, reproducible training, model evaluation, deployment, monitoring, and rollback. Use when building, reviewing, or hardening ML systems beyond one-off notebooks.
Implement Syncfusion Blazor Toolbar (SfToolbar) component for creating interactive command bars and toolbars. Use this when working with toolbars, command bars, or action bars with buttons and icons. This skill covers responsive toolbars with overflow handling, item configuration and alignment, keyboard navigation, accessibility features, and dynamic item management.