- **xlabkm-ux** (xlabkm@gmail.com) — Owner

- `README.md` holds the project overview; no source modules are defined yet.

> **Context Depth:** 3 | **Parent:** simulator/src | **Mode:** Recursive Programming

There can be two types of Agents in Data Streams; Virtual and Non-Virtual Agents. When packaging an Agent using the Stream Integration Manager, it is important to specify if an Agent is Virtual by mak

> **Quick Navigation**: [Module README](./README.md) | [Course AGENTS](../AGENTS.md)

When working on code changes or preparing a task specification:

{% set title = "Subagents" %}

Apify Actors Development Guide (JS)

Apify Actors Development Guide (TS)

This guide explains how to create new agents in the Neovim Configuration agent system that handle full workflow execution and artifact creation.

**NEVER run these commands directly in the main session:**

Guidelines for AI agents working in this repository.

**Published:** 2026-04-23

**Name:** FlightGuard MPP

**Always follow CheckMK naming conventions!**

**Load this reference when:** creating or editing protocols, before deployment, to confirm they hold under pressure and resist rationalization.

**Integration skills** document how to use a specific external tool or API — non-obvious flags, auth gotchas, silent failure modes. They may (and should) name the tool, show CLI commands, and referenc

End-to-end (E2E) tests verify that **complete user workflows** function correctly through the real system — browser, API, database, and all. They sit at the top of the Test Trophy because they provide

Red teaming is an adversarial assessment that goes beyond penetration testing to evaluate an organization's **detection, response, and resilience** capabilities against realistic attack scenarios. Whi

Adapt abstracts to meet specific conference word limits and formats.

Draft IACUC protocol applications with focus on the 3Rs principles justification.

Analyzes forest plots for meta-analysis, generating detailed descriptions and formatting figure legends in Chinese or English. Use when the user wants to interpret a forest plot image, describe its statistical significance (heterogeneity, p-value), and format the output with specific figure legends.

Cloud laboratory platform for automated protein testing and validation; use when you have designed protein sequences and need wet-lab experimental validation (e.g., binding, expression, thermostability, enzyme activity) and API-based submission/status/result retrieval.

Unified tool for calculating sample sizes for Diagnostic, Efficacy, Etiology, and Prognosis clinical studies. Supports various statistical methods (Sensitivity/Specificity, Log-rank, Chi-square, EPV, etc.).

Convert research paper PDFs into literature-report PPTX decks using a fully offline workflow (extract text/figures, map captions, summarize findings, and generate slides). Use when you need to turn a PDF into a presentation deck, especially for scientific articles with figures and tables.

Strategic framework for creating uncontested market space that makes the competition irrelevant, based on simultaneous pursuit of differentiation and low cost.

A proven 4-step system for generating qualified leads through interactive assessments. This approach generates warm leads with rich data about each prospect.

ADVOGADO CRIMINALISTA SENIOR \u2014 ESPECIALISTA EM DIREITO PENAL E MARIA DA PENHA workflow skill. Use this skill when the user needs Advogado criminalista especializado em Maria da Penha, violencia domestica, feminicidio, direito penal brasileiro, medidas protetivas, inquerito policial e acao penal and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

ADVOGADO CRIMINALISTA SENIOR \u2014 ESPECIALISTA EM DIREITO PENAL E MARIA DA PENHA workflow skill. Use this skill when the user needs Advogado criminalista especializado em Maria da Penha, violencia domestica, feminicidio, direito penal brasileiro, medidas protetivas, inquerito policial e acao penal and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

21 production-ready scripts for iOS app testing, building, and automation. Provides semantic UI navigation, build automation, accessibility testing, and simulator lifecycle management. Optimized for AI agents with minimal token output.

Perform a non-destructive cross-artifact consistency and quality analysis across spec.md, plan.md, and tasks.md after task generation.

Create baseline documentation for the project, establishing context for

Create a bug fix workflow with regression test and minimal documentation.

Generate a custom checklist for the current feature based on user requirements.

Validate and reorganize spec-kit artifacts with proper numbering and

Initiate a feature deprecation workflow with phased sunset process (warnings

Run a full project health diagnostic — checks structure, agents, features,

Create a minor enhancement workflow with condensed single-document planning.

Create an emergency hotfix workflow with expedited process and mandatory

Execute the implementation plan by processing and executing all tasks defined in tasks.md

Incorporate documents into an existing or new workflow and advance stages

Modify an existing feature with impact analysis and backward compatibility

Execute the implementation planning workflow using the plan template to generate design artifacts.

Create a refactoring workflow with metrics tracking and behavior preservation

Generate an actionable, dependency-ordered tasks.md for the feature based on available design artifacts.

Convert existing tasks into actionable, dependency-ordered GitHub issues for the feature based on available design artifacts.

Generate a deeply-reasoned, implementation-ready task breakdown for the

Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Claude's capabilities with specialized knowledge, workflows, or tool integrations.

Create, refine, and benchmark agent skills. Use when building a new skill, updating an existing one, running evals, checking trigger quality, or improving a skill description.

Comprehensive Cloudflare platform skill covering Workers, Pages, storage (KV, D1, R2), AI (Workers AI, Vectorize, Agents SDK), networking (Tunnel, Spectrum), security (WAF, DDoS), and infrastructure-as-code (Terraform, Pulumi). Use for any Cloudflare development task. Biases towards retrieval from Cloudflare docs over pre-trained knowledge.