kucherenko

You MUST use this before any creative work - creating features, building components, adding functionality, or modifying behavior. Explores user intent, requirements and design before implementation.

Generate realistic synthetic oil & gas data (LAS well logs, SEG-Y seismic, core photos, time-series) with proper physical constraints for testing, demos, and training.

Use when starting any conversation - establishes how to find and use skills, requiring Skill tool invocation before ANY response including clarifying questions

Pre-flight check that determines if brainstorming is required before any action. Invoke this FIRST for any request involving creative or generative work.

Meta-skill that detects software tasks and routes them to appropriate petropowers skills.

Use when you have a written implementation plan to execute in a separate session with review checkpoints

Handle real-time SCADA data, WITSML/PRODML streams, and time-series analysis.

Use when working with SEG-Y seismic data files - reading, writing, visualization, or manipulation operations.

Use when beginning a new heist — deploys associates to survey the target codebase, existing tests, dependencies, documentation, and the ledger to produce a reconnaissance dossier for the don's review

Use when the grilling consensus is approved and it is time to draft the formal contract specification — strictly prohibits code generation, produces the binding spec document that governs all subsequent phases

Use when starting any conversation — establishes how to find and use Gangsta skills, enforces the 1% invocation rule, maps platform tools, and routes the Don's intent through the Gangsta Agents Family hierarchy

Use when all territories report completion after the hit — handles integration, verification, consigliere final review, cleanup, and ledger updates to produce clean production-ready code

Use when the execution plan is approved and it is time for parallel execution — dispatches workers through crew leads to implement work packages with TDD enforcement, report collection, and escalation protocols

Use when enforcing governance guardrails during any gangsta operation — referenced as cross-cutting concern by all skills for anti-hallucination, authorization, state durability, resource management, and spec supremacy rules

Use when the contract is signed and work packages need to be created — decomposes the contract into bite-sized tasks, sets up git isolation, allocates territories and token budgets, producing the execution plan

Use when adversarial brainstorming is needed after reconnaissance — the Proposer, Devils-Advocate, and Synthesizer each run ONE pass (no rounds); the Don is grilled on the IDEA first, one question at a time, then the proposal is attacked

Guided workflow to eliminate copy-paste duplication detected by jscpd. Refactor clones using extract function, module, constant, or base class strategies.

Copy-paste detector for 220+ languages. Detect duplicated code and measure duplication percentages.