DevOps

Comprehensive coding standards for MetaSaver TypeScript projects including SOLID principles, DRY/KISS/YAGNI guidelines, error handling with AppError hierarchy, structured logging with Pino, and code organization rules. Use when implementing features, refactoring code, or establishing coding patterns.

Implements right-to-left (RTL) UI patterns for Arabic interfaces using Tailwind CSS, covering layout direction, icon mirroring, typography, and spacing constraints for bidirectional applications

Iteration 15 of Multiplicity Cascade - Advanced cognitive chaff generation

Runs and controls TUI applications inside Kitty terminal tabs using Kitty's remote control interface. Use when asked to run a TUI app, start a dev server in a new tab, or check/inspect output from a running TUI application.

Complete knowledge domain for Cloudflare R2 - S3-compatible object storage on Cloudflare's edge network.Use when: creating R2 buckets, uploading files to R2, downloading objects, configuring R2 bindings,setting up CORS, generating presigned URLs, multipart uploads, storing images/assets, managing objectmetadata, or encountering "R2_ERROR", CORS errors, presigned URL failures, multipart upload issues,or storage quota errors.Keywords: r2, r2 storage, cloudflare r2, r2 bucket, r2 upload, r2 download, r2 binding, object storage,s3 compatible, r2 cors, presigned urls, multipart upload, r2 api, r2 workers, file upload, asset storage,R2_ERROR, R2Bucket, r2 metadata, custom metadata, http metadata, content-type, cache-control,aws4fetch, s3 client, bulk delete, r2 list, storage class

Use this skill when the user wants to forecast a brand name's success. Checks domain availability, social handles, trademarks, pronunciation, international meanings, similar companies, and AI perception prophecy.

Project documentation with MkDocs Material - consistent structure, API auto-generation, GitHub Pages deployment

Updates existing README.md files after code changes. Use for requests to update, check, fix, or add to an existing README. Trigger phrases include "update readme", "check readme", "is the readme current", "add to readme", "fix readme", "readme out of date". Also use after adding dependencies, environment variables, or configuration. For creating new READMEs from scratch, use writing-documentation instead.

[TODO: Complete and informative explanation of what the skill does and when to use it. Include WHEN to use this skill - specific scenarios, file types, or tasks that trigger it.]

Manage Azure Pipeline variable groups and library secrets. Use when organizing pipeline variables or managing configuration.

Analyzes stack traces, identifies log patterns, provides error solutions, and guides performance profiling, memory debugging, and distributed tracing. Use when debugging errors, analyzing logs, profiling performance, detecting memory leaks, or tracing distributed systems.

World-class data science skill for statistical modeling, experimentation, causal inference, and advanced analytics. Expertise in Python (NumPy, Pandas, Scikit-learn), R, SQL, statistical methods, A/B testing, time series, and business intelligence. Includes experiment design, feature engineering, model evaluation, and stakeholder communication. Use when designing experiments, building predictive models, performing causal analysis, or driving data-driven decisions.

Build persistent project knowledge using checkpoint/recall. Activates when fixing bugs, making decisions, or investigating past work. Creates automatic knowledge base through systematic checkpointing and semantic recall.

Active Directory operational hygiene analyzer for OpsIdentity project. Detects administrative disorder, architectural debt, and suboptimal configurations—not offensive security. Use when (1) improving OpsIdentity PowerShell collection functions, (2) adding AI analysis prompts to server.js, (3) analyzing coverage gaps against 87 industry metrics, (4) implementing smart filtering or anti-hallucination rules. Triggers on AD health, GPO analysis, replication, trusts, token size, FSMO, site topology, DNS/DHCP hygiene, or requests to analyze existing OpsIdentity code.

Java best practices guide based on Effective Java. Use when reviewing Java code, discussing design patterns, object creation, equals/hashCode, Optional, Stream API, exception handling, or concurrency. Applies Joshua Bloch's principles.

Deploy the shot-client-next frontend to Fly.io using RAILS BACKEND configuration (shot-client-next app). Use this skill ONLY when specifically deploying to the legacy Rails backend at shot-counter.fly.dev.

Improves text quality by enhancing grammar, vocabulary, narrative clarity, flow, pacing, and writing style while preserving the author’s voice.

Use when user requests new features or functionality. Defines complete workflow from specification through testing to implementation.

Generates detailed, step-by-step implementation plans for React/Next.js components based on component lists from plan-based-components and optional UI design images. Creates actionable task lists with file paths, dependencies, implementation details, and verification checklists. Use when users want specific implementation guidance for building components.

CloudKit sync and sharing debugging specialist. Use when encountering CloudKit sync issues, schema problems, sharing bugs, or CKRecord errors.