Generate helm chart generator operations. Auto-activating skill for DevOps Advanced. Triggers on: helm chart generator, helm chart generator Part of the DevOps Advanced skill category. Use when working with helm chart generator functionality. Trigger with phrases like "helm chart generator", "helm generator", "helm".

Manage helm values manager operations. Auto-activating skill for DevOps Advanced. Triggers on: helm values manager, helm values manager Part of the DevOps Advanced skill category. Use when working with helm values manager functionality. Trigger with phrases like "helm values manager", "helm manager", "helm".

Implement Hex webhook signature validation and event handling. Use when setting up webhook endpoints, implementing signature verification, or handling Hex event notifications securely. Trigger with phrases like "hex webhook", "hex events", "hex webhook signature", "handle hex events", "hex notifications".

Manage hyperparameter tuner operations. Auto-activating skill for ML Training. Triggers on: hyperparameter tuner, hyperparameter tuner Part of the ML Training skill category. Use when working with hyperparameter tuner functionality. Trigger with phrases like "hyperparameter tuner", "hyperparameter tuner", "hyperparameter".

Configure istio service mesh config operations. Auto-activating skill for DevOps Advanced. Triggers on: istio service mesh config, istio service mesh config Part of the DevOps Advanced skill category. Use when configuring systems or services. Trigger with phrases like "istio service mesh config", "istio config", "istio".

Manage jenkins pipeline intro operations. Auto-activating skill for DevOps Basics. Triggers on: jenkins pipeline intro, jenkins pipeline intro Part of the DevOps Basics skill category. Use when working with jenkins pipeline intro functionality. Trigger with phrases like "jenkins pipeline intro", "jenkins intro", "jenkins".

Manage json config manager operations. Auto-activating skill for DevOps Basics. Triggers on: json config manager, json config manager Part of the DevOps Basics skill category. Use when configuring systems or services. Trigger with phrases like "json config manager", "json manager", "json".

Generate k6 script generator operations. Auto-activating skill for Performance Testing. Triggers on: k6 script generator, k6 script generator Part of the Performance Testing skill category. Use when working with k6 script generator functionality. Trigger with phrases like "k6 script generator", "k6 generator", "k6".

Process kafka stream processor operations. Auto-activating skill for Data Pipelines. Triggers on: kafka stream processor, kafka stream processor Part of the Data Pipelines skill category. Use when working with kafka stream processor functionality. Trigger with phrases like "kafka stream processor", "kafka processor", "kafka".

Execute Linktree primary workflow: Profile & Links Management. Trigger: "linktree profile & links management", "primary linktree workflow".

Cost Tuning for Linktree. Trigger: "linktree cost tuning".

Prod Checklist for Linktree. Trigger: "linktree prod checklist".

Reference Architecture for Linktree. Trigger: "linktree reference architecture".

Upgrade Migration for Linktree. Trigger: "linktree upgrade migration".

Webhooks Events for Linktree. Trigger: "linktree webhooks events".

Manage linux commands guide operations. Auto-activating skill for DevOps Basics. Triggers on: linux commands guide, linux commands guide Part of the DevOps Basics skill category. Use when working with linux commands guide functionality. Trigger with phrases like "linux commands guide", "linux guide", "linux".

Execute Lucidchart primary workflow: Document & Shape Creation. Trigger: "lucidchart document & shape creation", "primary lucidchart workflow".

Execute Lucidchart secondary workflow: Data-Linked Diagrams. Trigger: "lucidchart data-linked diagrams", "secondary lucidchart workflow".

Cost Tuning for Lucidchart. Trigger: "lucidchart cost tuning".

Webhooks Events for Lucidchart. Trigger: "lucidchart webhooks events".

Generate makefile generator operations. Auto-activating skill for DevOps Basics. Triggers on: makefile generator, makefile generator Part of the DevOps Basics skill category. Use when working with makefile generator functionality. Trigger with phrases like "makefile generator", "makefile generator", "makefile".

Process metadata extractor operations. Auto-activating skill for Data Pipelines. Triggers on: metadata extractor, metadata extractor Part of the Data Pipelines skill category. Use when working with metadata extractor functionality. Trigger with phrases like "metadata extractor", "metadata extractor", "metadata".

Execute MindTickle secondary workflow: Rep Performance & Readiness. Trigger: "mindtickle rep performance & readiness", "secondary mindtickle workflow".

Cost Tuning for MindTickle. Trigger: "mindtickle cost tuning".

Upgrade Migration for MindTickle. Trigger: "mindtickle upgrade migration".

Manage mixed precision trainer operations. Auto-activating skill for ML Training. Triggers on: mixed precision trainer, mixed precision trainer Part of the ML Training skill category. Use when working with mixed precision trainer functionality. Trigger with phrases like "mixed precision trainer", "mixed trainer", "mixed".

Detect model drift detector operations. Auto-activating skill for ML Deployment. Triggers on: model drift detector, model drift detector Part of the ML Deployment skill category. Use when working with model drift detector functionality. Trigger with phrases like "model drift detector", "model detector", "model".

Build model evaluation metrics operations. Auto-activating skill for ML Training. Triggers on: model evaluation metrics, model evaluation metrics Part of the ML Training skill category. Use when working with model evaluation metrics functionality. Trigger with phrases like "model evaluation metrics", "model metrics", "model".

Assist with model export helper operations. Auto-activating skill for ML Deployment. Triggers on: model export helper, model export helper Part of the ML Deployment skill category. Use when working with model export helper functionality. Trigger with phrases like "model export helper", "model helper", "model".

Assist with model pruning helper operations. Auto-activating skill for ML Deployment. Triggers on: model pruning helper, model pruning helper Part of the ML Deployment skill category. Use when working with model pruning helper functionality. Trigger with phrases like "model pruning helper", "model helper", "model".

Build model quantization tool operations. Auto-activating skill for ML Deployment. Triggers on: model quantization tool, model quantization tool Part of the ML Deployment skill category. Use when working with model quantization tool functionality. Trigger with phrases like "model quantization tool", "model tool", "model".

Manage model registry manager operations. Auto-activating skill for ML Deployment. Triggers on: model registry manager, model registry manager Part of the ML Deployment skill category. Use when working with model registry manager functionality. Trigger with phrases like "model registry manager", "model manager", "model".

Manage nginx ingress manager operations. Auto-activating skill for DevOps Advanced. Triggers on: nginx ingress manager, nginx ingress manager Part of the DevOps Advanced skill category. Use when working with nginx ingress manager functionality. Trigger with phrases like "nginx ingress manager", "nginx manager", "nginx".

Optimize npm scripts optimizer operations. Auto-activating skill for DevOps Basics. Triggers on: npm scripts optimizer, npm scripts optimizer Part of the DevOps Basics skill category. Use when working with npm scripts optimizer functionality. Trigger with phrases like "npm scripts optimizer", "npm optimizer", "npm".

Create okr tracker creator operations. Auto-activating skill for Enterprise Workflows. Triggers on: okr tracker creator, okr tracker creator Part of the Enterprise Workflows skill category. Use when working with okr tracker creator functionality. Trigger with phrases like "okr tracker creator", "okr creator", "okr".

Convert onnx converter operations. Auto-activating skill for ML Deployment. Triggers on: onnx converter, onnx converter Part of the ML Deployment skill category. Use when working with onnx converter functionality. Trigger with phrases like "onnx converter", "onnx converter", "onnx".

Execute OpenEvidence primary workflow: Clinical Query & Decision Support. Trigger: "openevidence clinical query & decision support", "primary openevidence workflow".

Execute OpenEvidence secondary workflow: DeepConsult Research Synthesis. Trigger: "openevidence deepconsult research synthesis", "secondary openevidence workflow".

Create optuna study creator operations. Auto-activating skill for ML Training. Triggers on: optuna study creator, optuna study creator Part of the ML Training skill category. Use when working with optuna study creator functionality. Trigger with phrases like "optuna study creator", "optuna creator", "optuna".

Manage package json manager operations. Auto-activating skill for DevOps Basics. Triggers on: package json manager, package json manager Part of the DevOps Basics skill category. Use when working with package json manager functionality. Trigger with phrases like "package json manager", "package manager", "package".

Local development with Persona sandbox, ngrok for webhooks, mock verifications. Use when working with Persona identity verification. Trigger with phrases like "persona local-dev-loop", "persona local-dev-loop".

Configure pipeline monitoring setup operations. Auto-activating skill for Data Pipelines. Triggers on: pipeline monitoring setup, pipeline monitoring setup Part of the Data Pipelines skill category. Use when monitoring systems or services. Trigger with phrases like "pipeline monitoring setup", "pipeline setup", "pipeline".

Configure pre commit hook setup operations. Auto-activating skill for DevOps Basics. Triggers on: pre commit hook setup, pre commit hook setup Part of the DevOps Basics skill category. Use when working with pre commit hook setup functionality. Trigger with phrases like "pre commit hook setup", "pre setup", "pre".

Monitor prediction monitor operations. Auto-activating skill for ML Deployment. Triggers on: prediction monitor, prediction monitor Part of the ML Deployment skill category. Use when monitoring systems or services. Trigger with phrases like "prediction monitor", "prediction monitor", "prediction".

Build prefect flow builder operations. Auto-activating skill for Data Pipelines. Triggers on: prefect flow builder, prefect flow builder Part of the Data Pipelines skill category. Use when working with prefect flow builder functionality. Trigger with phrases like "prefect flow builder", "prefect builder", "prefect".

Transform pyspark transformer operations. Auto-activating skill for Data Pipelines. Triggers on: pyspark transformer, pyspark transformer Part of the Data Pipelines skill category. Use when working with pyspark transformer functionality. Trigger with phrases like "pyspark transformer", "pyspark transformer", "pyspark".

Build pytorch model trainer operations. Auto-activating skill for ML Training. Triggers on: pytorch model trainer, pytorch model trainer Part of the ML Training skill category. Use when working with pytorch model trainer functionality. Trigger with phrases like "pytorch model trainer", "pytorch trainer", "pytorch".

Generate readme generator operations. Auto-activating skill for DevOps Basics. Triggers on: readme generator, readme generator Part of the DevOps Basics skill category. Use when working with readme generator functionality. Trigger with phrases like "readme generator", "readme generator", "readme".

Generate report generator operations. Auto-activating skill for Business Automation. Triggers on: report generator, report generator Part of the Business Automation skill category. Use when working with report generator functionality. Trigger with phrases like "report generator", "report generator", "report".

Generate roadmap generator operations. Auto-activating skill for Enterprise Workflows. Triggers on: roadmap generator, roadmap generator Part of the Enterprise Workflows skill category. Use when working with roadmap generator functionality. Trigger with phrases like "roadmap generator", "roadmap generator", "roadmap".

Manage roc curve plotter operations. Auto-activating skill for ML Training. Triggers on: roc curve plotter, roc curve plotter Part of the ML Training skill category. Use when working with roc curve plotter functionality. Trigger with phrases like "roc curve plotter", "roc plotter", "roc".

Create runbook creator operations. Auto-activating skill for Technical Documentation. Triggers on: runbook creator, runbook creator Part of the Technical Documentation skill category. Use when working with runbook creator functionality. Trigger with phrases like "runbook creator", "runbook creator", "runbook".

Validate schema validator operations. Auto-activating skill for Data Pipelines. Triggers on: schema validator, schema validator Part of the Data Pipelines skill category. Use when working with schema validator functionality. Trigger with phrases like "schema validator", "schema validator", "schema".

Configure sla monitor setup operations. Auto-activating skill for Enterprise Workflows. Triggers on: sla monitor setup, sla monitor setup Part of the Enterprise Workflows skill category. Use when monitoring systems or services. Trigger with phrases like "sla monitor setup", "sla setup", "sla".

Create spark job creator operations. Auto-activating skill for Data Pipelines. Triggers on: spark job creator, spark job creator Part of the Data Pipelines skill category. Use when working with spark job creator functionality. Trigger with phrases like "spark job creator", "spark creator", "spark".

Manage ssh key manager operations. Auto-activating skill for DevOps Basics. Triggers on: ssh key manager, ssh key manager Part of the DevOps Basics skill category. Use when working with ssh key manager functionality. Trigger with phrases like "ssh key manager", "ssh manager", "ssh".

Create survey creator operations. Auto-activating skill for Business Automation. Triggers on: survey creator, survey creator Part of the Business Automation skill category. Use when working with survey creator functionality. Trigger with phrases like "survey creator", "survey creator", "survey".

Manage teams webhook sender operations. Auto-activating skill for Business Automation. Triggers on: teams webhook sender, teams webhook sender Part of the Business Automation skill category. Use when working with teams webhook sender functionality. Trigger with phrases like "teams webhook sender", "teams sender", "teams".

Export torchscript exporter operations. Auto-activating skill for ML Deployment. Triggers on: torchscript exporter, torchscript exporter Part of the ML Deployment skill category. Use when working with torchscript exporter functionality. Trigger with phrases like "torchscript exporter", "torchscript exporter", "torchscript".

Configure triton inference config operations. Auto-activating skill for ML Deployment. Triggers on: triton inference config, triton inference config Part of the ML Deployment skill category. Use when configuring systems or services. Trigger with phrases like "triton inference config", "triton config", "triton".

Execute wandb experiment logger operations. Auto-activating skill for ML Training. Triggers on: wandb experiment logger, wandb experiment logger Part of the ML Training skill category. Use when working with wandb experiment logger functionality. Trigger with phrases like "wandb experiment logger", "wandb logger", "wandb".

Validate yaml config validator operations. Auto-activating skill for DevOps Basics. Triggers on: yaml config validator, yaml config validator Part of the DevOps Basics skill category. Use when configuring systems or services. Trigger with phrases like "yaml config validator", "yaml validator", "yaml".

CTO-level project status from git and codebase state. Use when asked "where are we", "project status", "what's done", or at the start of a work session.

Automate tenant management and lease operations with AppFolio. Trigger: "appfolio tenant management".

Handle AppFolio webhook events for property management notifications. Trigger: "appfolio webhook".

Optimize Fly.io costs with auto-stop/suspend, right-sizing VMs, volume management, and monitoring spend across apps and regions. Trigger: "fly.io costs", "fly.io pricing", "fly.io billing", "reduce fly.io spend".

Optimize Fondo costs by maximizing R&D tax credits, choosing the right plan, and reducing unnecessary bookkeeping complexity. Trigger: "fondo costs", "fondo pricing", "maximize R&D credit", "fondo ROI".

Optimize Fondo workflows including faster month-end close, efficient data exports, and streamlined CPA communication. Trigger: "fondo performance", "fondo faster close", "optimize fondo workflow".

Migrate to Fondo from other bookkeeping services, switch between Fondo plans, or transition accountants while maintaining financial continuity. Trigger: "migrate to fondo", "switch to fondo", "fondo migration", "change accountant".

Configure Juicebox local dev workflow. Trigger: "juicebox local dev", "juicebox dev setup".

Optimize Juicebox performance. Trigger: "juicebox performance", "optimize juicebox".

Local Dev Loop for Linktree. Trigger: "linktree local dev loop".

Rate Limits for Linktree. Trigger: "linktree rate limits".

Local Dev Loop for Lucidchart. Trigger: "lucidchart local dev loop".

Rate Limits for Lucidchart. Trigger: "lucidchart rate limits".

Local Dev Loop for MindTickle. Trigger: "mindtickle local dev loop".

Rate Limits for MindTickle. Trigger: "mindtickle rate limits".

Local Dev Loop for OpenEvidence. Trigger: "openevidence local dev loop".

Rate Limits for OpenEvidence. Trigger: "openevidence rate limits".

KYC service architecture with Persona as verification provider. Use when working with Persona identity verification. Trigger with phrases like "persona reference-architecture", "persona reference-architecture".

Use when managing Python packages, virtual environments, or linting and formatting Python code

Set up local development workflow for Apple Notes automation with JXA hot reload. Trigger: "apple notes dev loop".

Execute Juicebox people search with power filters and ATS export. Trigger: "find candidates", "people search", "juicebox search".

Optimize Persona verification costs with template selection and caching. Use when working with Persona identity verification. Trigger with phrases like "persona cost-tuning", "persona cost-tuning".

Production deployment checklist for Persona identity verification. Use when working with Persona identity verification. Trigger with phrases like "persona prod-checklist", "persona prod-checklist".

Knowledge engineer — architecture docs, ADRs, diagrams, changelogs, onboarding, and reports.

PR & Community engineer — press pitches, social media, open source community, DevRel, and coordinated launch moments.

Head of product — orchestrate the product team, write briefs, plan initiatives, hand off to Apex.

Platform engineer — developer experience, golden paths, service catalogs, and local dev environments.

Use when the user wants to set up config sync for the first time, connect to GitHub, or re-initialize the backup repo.

Use when the user wants to check what config has changed, see sync status, or compare local vs remote config.

Mobile engineer — native iOS/Android, cross-platform, app stores, mobile performance.

Veeva Vault data handling for enterprise operations. Use when implementing advanced Veeva Vault patterns. Trigger: "veeva data handling".

Veeva Vault enterprise rbac for enterprise operations. Use when implementing advanced Veeva Vault patterns. Trigger: "veeva enterprise rbac".

Veeva Vault incident runbook for enterprise operations. Use when implementing advanced Veeva Vault patterns. Trigger: "veeva incident runbook".

Veeva Vault migration deep dive for enterprise operations. Use when implementing advanced Veeva Vault patterns. Trigger: "veeva migration deep dive".