This skill prepares the platform for scale by addressing bottlenecks and single points of failure. Use when asked to assess platform scalability, plan for traffic growth, or…
Use this skill when an operator wants to actually execute an existing Playwright end-to-end suite against a confirmed non-production target and receive a structured, attested run…
Use this skill when reviewing a Playwright end-to-end test suite for flakiness, selector brittleness, isolation defects, and CI reliability.
Automated QA testing using playwright-cli (CLI tool, NOT MCP tools). Provisions a test user, opens a headless browser, logs in, navigates to target pages, takes screenshots, and…
This skill should be used when the user asks to "create a plugin", "scaffold a plugin", "understand plugin structure", "organize plugin components", "set up plugin.json" — from…
This skill should be used when the user asks to "create a plugin", "scaffold a plugin", "understand plugin structure", "organize plugin components", "set up plugin.json" — from…
Analyzes code quality, complexity, and technical debt using PMAT (Pragmatic AI Labs MCP Agent Toolkit).
Polars is an extremely fast DataFrame library written in Rust with Python, Node.js, and R bindings. This skill enables agents to leverage Polars for high-performance data…
Use this skill to walk through an existing code base and fix surface-level problems that are obvious on a careful read: typos, grammar mistakes in comments and strings,…
Python-based git worktree manager with 8 operations: list, create, remove, switch, update-all, prune, init, analyze.
Run a Popeye scan on a Kubernetes/K3s cluster and produce a prioritized analysis. Use this skill whenever the user wants to audit cluster health with Popeye, run popeye, analyze…
Use this skill when the task involves portal data, Supabase queries, forms, tables, actions, assignments, or backend-connected UI.
Postgres performance optimization and best practices from Supabase. Use this skill when writing, reviewing, or optimizing Postgres queries, schema designs, or database co — from…
[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 trig — from…
Use this skill to implement hybrid search combining BM25 keyword search with semantic vector search using Reciprocal Rank Fusion (RRF).
Convert OpenAPI 3.x or Swagger 2.0 specs (YAML or JSON) into complete, import-ready Postman Collection v2.1 JSON files.
Generate Newman CLI commands, configuration files, Jenkins pipeline scripts, and shell automation for running Postman collections in CI/CD or local environments.
Import and export TMDL/TMSL formats, manage model lifecycle with transactions, and version-control Power BI semantic models using pbi-cli.
Use this skill when the user needs to transform business requirements, use case descriptions, or meeting transcripts into a technical Power Platform solution architecture,…
Audit a python-pptx export against its source HTML deck, identify layout/content drift (footer overflow, cropped content, missing italic/em, lost styling, off-rhythm spacing), and…
Use this skill any time a .pptx file is involved in any way — as input, output, or both. This includes: creating slide decks, pitch decks, or presentations; reading, pars — from…
This skill should be used when the user asks to review a GitHub pull request AND post the findings as a comment on the PR ('review and comment on PR', 'review PR roi comment len…
Use whenever implementation code has just been written or modified and a completion claim or code-review request is imminent.
Use this skill to keep Jetpack Compose state alive across HotSwan hot reloads by understanding the three escalating tiers Compose HotSwan uses (tier 1 targeted recomposition, tier…
This skill should be used when the user asks to "create a migration", "run prisma migrate", "deploy database changes", "baseline a database", "set up Prisma CI/CD", or mentions…
Audit a PR for production regression risks before merge. Use this skill whenever the user says "is this safe to merge", "check for regressions", "production safety", "will this…
Opt-in profile. AWS is the preferred cloud provider. Any AWS-based suggestion or solution MUST include a cost estimation table — per-service daily / monthly / yearly costs and…
Opt-in profile. Provisions the java-class-call-scanning bytecode call-graph analyzer (https://github.com/HaroldHormaechea/java-class-call-scanning) for use by the dev-team agents…
Opt-in profile. Opinionated Java database-access conventions — DTO projections over entity queries, bulk retrieval over iterative round-trips, parameterized queries only (never…
Opt-in profile. Opinionated Java server-side architecture conventions — Gradle on its latest stable version, latest stable Spring Boot, latest Java LTS, repositories return DTOs…
Use this skill when the user is debugging a Solana program error — reading transaction logs, decoding Anchor error codes, simulating transactions, handling compute budget issues,…
Working on Programa Core — the Flask + PostgreSQL rewrite of Intela's dBase/Clipper system that lives at /Users/tamaraeliscovich/Documents/Claude/Projects/Programa Core.
The project's institutional memory and decision authority. Acts as an autonomous representative of the project — its goals, architecture, conventions, constraints, and intent.
Comprehensive codebase survey and understanding system that forces Claude to fully understand a project before making any changes.
This skill should be used when the user asks to "start an LLM project", "design batch pipeline", "evaluate task-model fit", "structure agent project", or mentions pipelin — from…
This skill should be used when the user asks to "start an LLM project", "design batch pipeline", "evaluate task-model fit", "structure agent project", or mentions pipelin — from…
The meta-skill that powers all other AI tools. Prompt engineering for creative applications is the art and science of communicating with AI models to produce exactly what you…
This skill should be used when the user asks to "tune a prompt", "evaluate a prompt", "test prompt quality", "run prompt eval", "benchmark prompts", or mentions prompt tuning,…
Generate working code that routes HTTP requests through Bright Data proxy networks (Datacenter, ISP, Residential, Mobile) and help users decide which network and IP pool type to…
Python library for working with DICOM (Digital Imaging and Communications in Medicine) files. Use this skill when reading, writing, or modifying medical imaging data in D — from…
Python library for working with DICOM (Digital Imaging and Communications in Medicine) files. Use this skill when reading, writing, or modifying medical imaging data in D — from…
Python backend development guidelines based on the pylines project (community-of-python/pylines). Use this skill whenever writing, reviewing, or refactoring Python code —…
This skill should be used when the user is writing, reviewing, debugging, or architecting Python backend code using Litestar or FastAPI with SQLAlchemy or Advanced Alchem — from…
Review Python OpenInference instrumentation code for correctness and completeness. Use this skill when reviewing a Python instrumentor package — whether it's a new instrumentor, a…
This skill should be used when the user asks to "create a plot", "make a chart", "visualize data", "create a heatmap", "make a scatter plot", "plot time series", "create…
Python backend development guidelines based on the pylines project (community-of-python/pylines). Use this skill whenever writing, reviewing, or refactoring Python code — — from…
Memory-safe Python script patterns for long-running processes under systemd MemoryMax constraints. Covers allocator purge (mimalloc/glibc malloc_trim), HTTP response lifecycle,…
Senior QA Automation Engineer skill specializing in Node.js testing ecosystems. Use this skill whenever the user asks about writing, reviewing, refactoring, or debugging automated…
Generate styled QR codes via the qr-cli Docker image (or Node fallback when Docker is unavailable). Use this skill whenever the user wants to generate, create, render, or style a…
Explore any codebase from scratch and generate six quality artifacts: a quality constitution (QUALITY.md), spec-traced functional tests, a code review protocol with regression…
Implement a production-ready LLM query loop / agent loop for AI applications. Use this skill whenever the user wants to add tool calling, ReAct-style reasoning-action-observation…
Use this skill when the user asks about Cloudflare Queues, message queues on Cloudflare, asynchronous processing with Workers, or managing Queues with Pulumi.
Use this skill when the user says 'deploy to Railway', 'Railway setup', 'railway-deploy', or needs to deploy a Node.js, Python, or Docker application to Railway with environment…
Plan and configure ralph-orchestrator deployments for projects at any stage — from a vague phase plan to a mature codebase.
This skill should be used only when the user explicitly asks to use `$ralph-specum-refactor`, or explicitly asks Ralph Specum in Codex to revise spec artifacts after impl — from…
Plan and sequence COMMUNITY-edition Rancher upgrades across air-gapped multi-cluster fleets — a management/"hosting" Rancher cluster plus the downstream RKE2/K3s clusters it…
This skill should be used when the user asks to "create a TUI", "terminal interface", "terminal UI", "ratatui", "ratatui-ruby", "inline viewport", "full-screen terminal app",…
Guidelines for internationalizing a react-admin or shadcn admin kit application. Use when adding i18n support, creating translation files, translating hardcoded English strings in…
Use when implementing animations, transitions, or motion effects in React apps. Invoke this skill whenever someone asks about animation, transition, motion, framer motion, react…
This skill should be used when the user is building a React application with routing, layouts, forms, data fetching, mutations, or working with server/client component boundaries.