CI/CD

High-performance monorepo build system with Turborepo. Use when configuring workspaces, optimizing build pipelines, setting up caching, or managing multi-package repositories. Triggers on Turborepo, monorepo, workspace, build caching, or pipeline questions.

Master security principles, cryptography, compliance frameworks, and secure development practices. Use when securing applications, implementing authentication/authorization, or ensuring regulatory compliance.

Analyze GRPO training runs for learning dynamics and pipeline performance. Use when diagnosing training issues, reviewing Elo progression, checking throughput, or updating experiment results.

Provides a complete solution for JWT-based authentication in FastAPI applications. Use this skill when a user wants to add secure token-based authentication to their FastAPI project. This skill handles JWT creation, decoding, signature and expiration verification, password hashing, and custom claims. It includes patterns for login endpoints, protected routes using dependencies, role-based access control decorators, token refresh mechanisms, and middleware-based validation.

Run a bootc build test and report results. Builds a bootc container image, optionally creates a disk image, and downloads the artifact.

Expert guide for Supabase integration - database schemas, RLS policies, auth, Edge Functions, and real-time subscriptions. Use when working with Supabase backend features.

Manage your Ridwell recycling account - check upcoming pickups, opt in/out of pickup events, view special/rotating categories, and answer questions about what items Ridwell accepts. Use when the user asks about Ridwell pickups, recycling categories, item classification, or wants to manage their Ridwell service.

Two-phase workflow that generates explicit YAML plan before execution, with approval gates and checkpointing. Use for complex multi-file changes, refactoring, bug fixes with dependencies, or any task where mistakes are costly. Achieves 90% first-pass success rate vs ad-hoc changes. Provides audit trail, rollback capability, and explicit approval points. Triggers on "refactor", "multi-step", "plan then execute", "complex changes", "safe refactoring".

Check, add, or fix HPE copyright headers in source files. Use this skill when (1) Adding copyright headers to new files, (2) Checking if files have valid copyright headers, (3) Updating outdated copyright years, (4) Preparing code for CI that enforces copyright headers, (5) User mentions "copyright", "HPE header", or "copyright check". Format is "Copyright YYYY-YYYY Hewlett Packard Enterprise Development LP" as a comment on the first line.

Search WaveCap transcriptions with text queries and filters. Use when the user wants to find specific transcriptions, search for keywords, or query transcription history.

Iteration 4 of Multiplicity Cascade - Detects cage boundaries and system limits

Dig to fundamental truths and real causes behind problems. Use when user asks "why does this happen", "what's the real problem", "root cause", "first principles", "jobs to be done", "JTBD", "five whys", "fundamental reason", or needs to understand underlying causes rather than symptoms.

This skill should be used when validating user prompts, plans, or requests before execution. It conducts independent validation, questions assumptions, references official sources and documentation, identifies potential issues, and presents revised recommendations to ensure accuracy and completeness.

Эксперт по S3 политикам. Используй для IAM policies, bucket permissions, cross-account access и security best practices.

Build AI chat interfaces with custom backends, authentication, and context injection.Use when integrating chat UI with AI agents, adding auth to chat, injecting user/page context,or implementing httpOnly cookie proxies. Covers ChatKitServer, useChatKit, and MCP auth patterns.NOT when building simple chatbots without persistence or custom agent integration.

Builds applications with Nuxt 3 including pages, layouts, composables, server routes, and data fetching. Use when creating Vue applications with SSR, building full-stack Vue apps, or needing file-based routing with Vue.

Universal data cleaning skill that analyzes, cleans, and standardizes datasets across CSV, TSV, Excel, Parquet, JSON, XML, and YAML formats. Generates Python scripts for efficient processing of large datasets (1M+ rows) without loading data into LLM context.

Complete knowledge domain for Cloudflare Workflows - durable execution frameworkfor building multi-step applications on Workers that automatically retry, persiststate, and run for hours or days.Use when: creating long-running workflows, implementing retry logic, buildingevent-driven processes, scheduling multi-step tasks, coordinating between APIs,or encountering "NonRetryableError", "I/O context", "workflow execution failed","serialization error", or "WorkflowEvent not found" errors.Keywords: cloudflare workflows, workflows workers, durable execution, workflow step,WorkflowEntrypoint, step.do, step.sleep, workflow retries, NonRetryableError,workflow state, wrangler workflows, workflow events, long-running tasks, step.sleepUntil,step.waitForEvent, workflow bindings

Analyze and resolve Sentry comments on GitHub Pull Requests. Use this when asked to review or fix issues identified by Sentry in PR comments. Can review specific PRs by number or automatically find recent PRs with Sentry feedback.

Standards for high-quality Jupyter Notebooks. Focuses on readability, reproducibility, and educational value.