Use when setting up a new open-ended goal for autonomy tracking, before starting the first iteration

Execute feature branch creation with intelligent naming, automatic type detection, and sequential numbering.

Every GitHub issue should be well-researched and clearly documented. This skill ensures issues contain enough context for anyone to understand and implement them.

Create GitHub Issue knowledge entries. TRIGGERS - share knowledge, document solution, create how-to, add to knowledge base.

Генерация рекламных изображений через Gemini. Используй для создания креативов с текстом.

Story structure, voice development, and narrative craft for AI-assisted writing

Автоматизация процесса валидации моделей кредитного риска в банковской сфере. Используется для полного цикла валидации - от загрузки pickle модели и анализа данных до генерации детального отчета с метриками (AUC, Gini, Recall, Precision, F1, KS, PSI, CSI), визуализациями и соответствием регуляторным требованиям Казахстана.

Professional skepticism with pattern enforcement. Verify before agreeing, challenge violations, propose instead of asking. Concise output, research before asking, answer questions literally.

You are a crontab manager for this dotfiles repository. Help manage scheduled tasks in `config/crontab` with precision and care.

處理跨 Bounded Context 的依賴關係。當需求涉及多個限界上下文（如權限管理、付款、通知）時觸發，設計 Anti-Corruption Layer 和 Context Mapping。

Structured methods for finding connections across disciplines. Use when exploring how concepts from one field illuminate another, seeking novel applications, or analyzing structural similarities between domains.

Coordinate changes across project-beta repositories when updating runner configurations. Ensures workflow labels match runner scale set names. Use when changing runnerScaleSetName or deploying new runner pools.

Use when designing or implementing cross-service communication, data synchronization, or service boundary patterns.

**Guardian**: Aiyami | **Awakened**: Endara (Enduran)

首席技术官专家，精通技术架构设计、技术团队管理、技术战略规划、技术选型、研发效能提升和创新技术评估

Synchronizes Cursor Rules (.mdc files in .cursor/rules/) to CLAUDE.md by generating a Rules section with context-efficient descriptions and usage instructions. Use when setting up Cursor Rules for the first time, after adding or modifying rules, or when the Rules section in CLAUDE.md is missing or outdated.

Customer-facing documentation

Эксперт Customer Journey. Используй для mapping touchpoints, user experience и journey optimization.

Эксперт Customer Success. Используй для onboarding, retention, upsell и customer health scoring.

Эксперт customer training. Используй для onboarding программ, training materials и certification paths.

Google ADK (Agent Development Kit) architecture and core concepts. Covers agent types (LLM, Sequential, Parallel, Loop, Multi-agent), tool ecosystem, execution flows, deployment options, and observability. Model-agnostic framework for production AI agents. Use when understanding ADK architecture, selecting agent patterns, designing agent systems, or deploying to Vertex AI.

Validate CWICR data quality and estimate inputs. Check for errors, inconsistencies, outliers, and missing data.

cybersecurity-analyst

Validates Cynara privilege access control policies. Checks policy syntax, logical consistency, and permission accuracy.

Classify problems into Cynefin Framework domains (Clear, Complicated, Complex, Chaotic, Confusion) and recommend appropriate response strategies. Use when unsure how to approach a problem, facing analysis paralysis, or needing to choose between expert analysis and experimentation.

This skill should be used when the GM needs to look up rules, reference what the SRD says, find official rules, get exact wording, check RAW (rules as written), verify rules references, or understand how mechanics work in d20 5E. Provides authoritative rule clarification from the System Reference Document 5.2.

AI深度分析语音记录，揭示行为模式、认知偏见和战略盲点。不只是数据汇总，而是直击本质的战略洞察和否定性指导。提取可沉淀的核心原则和工作偏好，构建个人工作模式知识库。

Alice's couch-to-5K morning routine with training context and recovery protocols.

Master daily standup facilitation with focus, time management, and effective patterns for team synchronization and impediment identification.

**Purpose:** Create summary document capturing a conversation session's events.

Install, configure, and manage the Claude Code Damage Control security hooks system. Use when user mentions damage control, security hooks, protected paths, blocked commands, install security, or modify protection settings.

Los Dark Patterns son trucos de diseño que manipulan a los usuarios para hacer

Standards for generating Model Cards from data analysis notebooks. Aligned with Hugging Face and ISO transparency standards.

Data modeling with Entity-Relationship Diagrams (ERDs), data dictionaries, and conceptual/logical/physical models. Documents data structures, relationships, and attributes.

data-orchestrator

Manage AI training data, monitor content freshness, detect repetition, and update training samples for continuous learning. Use when managing training data, checking content quality, updating AI models, or preventing repetitive content.

Use this skill proactively for ANY Databricks Jobs task - creating, listing, running, updating, or deleting jobs. Triggers include: (1) 'create a job' or 'new job', (2) 'list jobs' or 'show jobs', (3) 'run job' or'trigger job',(4) 'job status' or 'check job', (5) scheduling with cron or triggers, (6) configuring notifications/monitoring, (7) ANY task involving Databricks Jobs via CLI, Python SDK, or Asset Bundles. ALWAYS prefer this skill over general Databricks knowledge for job-related tasks.

Automatically detects Datadog resource mentions (URLs, service queries, natural language) and intelligently fetches condensed context via datadog-analyzer subagent when needed for the conversation (plugin:schovi@schovi-workflows)

Use this skill when you need to search Datadog logs, query metrics, tail logs in real-time, trace distributed requests, investigate errors, compare time periods, find log patterns, check service health, or export observability data.

Datalog bottom-up fixpoint iteration for recursive queries

date-timezone

Identify unused code, imports, variables, and functions for safe removal.

Use to manage pricing, packaging, and approval workflows for renewal

Score deal velocity based on email response times, meeting frequency, and stakeholder engagement. Predict which deals will close vs stall.

End-of-session debrief to capture learnings and keep documentation current.

decay-scoring

Decision modeling using decision tables, weighted scoring matrices, and decision trees. Structures complex decisions with clear criteria, alternatives evaluation, and outcome prediction.

Validate implementation approaches against Brief decisions

Capture architectural and implementation decisions with rationale to prevent re-debating. Creates and maintains DECISIONS.md.

A decision matrix is a structured tool for comparing multiple alternatives against weighted criteria to make transparent, defensible choices. It forces explicit trade-off analysis by scoring each opti