Build, refactor, and debug Hawk pages, templates, cards, and Hawk-500 code. Use when working with Hawk's page/file/card/load model, Sail/manx UI, `%twin`/`%call`/`%view`/`%lens`…
Use when writing, refactoring, or deciding how to test an HDL module, component, or IP block (ROHD, Chisel, SpinalHDL, Verilog, VHDL) and you need it parameterized, validated, and…
Review PRs, branches, diffs, and workflow artifacts for package-level go/no-go readiness with severity-ranked synthesis.
Reviews HealthKit code for authorization patterns, query usage, background delivery, and data type handling.
Perform a large-scale refactor with staged work and validation; use when changes span many files or modules.
Use when writing or refactoring code, before creating files - enforces separation of pure business logic (Functional Core) from side effects (Imperative Shell) using FCIS pattern…
Run a full architectural refactor cycle — explores the codebase for friction, categorizes dependencies, designs competing approaches for structural changes, then fixes everything…
Run Codex's native code-review on the current branch, working tree, or a specific commit. Use when the user invokes /hyperclaude:hyper-code-review, or after producing code changes…
Use when applying Hyperflow's orchestration doctrine in Codex, Antigravity, or another single-agent surface.
Hyperflow execution phase. Use when a task file exists in .hyperflow/tasks/ and the work needs building — verbs like build, implement, add, refactor, "wire up", "run the plan",…
Structured code reviews with severity-ranked findings and deep multi-agent mode. Use when performing a code review, auditing code quality, or critiquing PRs, MRs, or diffs.
Process code review feedback critically: check correctness before acting, push back on incorrect suggestions, no performative agreement.
Simplifies, polishes, and declutters code without changing behavior. Use when asked to simplify, clean up, refactor, declutter, remove dead code or AI slop, or improve re — from…
Refactor IC10 code for clarity and structure. Use when user wants to reorganize code, apply design patterns, improve naming, or make code more maintainable without changing…
Analyze system-wide impact of changes before making them. Use before modifying shared utilities, changing APIs, or refactoring core functionality.
Use when implementation is complete and ready for verification, before marking task done. Absorbs code-reviewer role — no separate code review needed in ECW workflow.
Full-lifecycle project workflow. Takes batched tickets, implements via /implement-batch, runs smoke tests, then executes a comprehensive quality pipeline (refactor, review-arch,…
Execute refactoring tasks from a task file with parallel agent orchestration
Autonomous TDD build agent. Implements a plan using red-green-refactor with BDD scenarios as RED tests.
Дисциплинированная реализация: код, API, schemas, configs, tests, naming, errors, reuse, sync. Используй для: реализация, доработка, рефакторинг, нейминг, реюз, контракты,…
Automatically trigger review agents after task completion. Use when strategic-planner finishes planning tasks (calls plan-consultant) or when main agent completes coding tasks in…
Implement using TDD Red-Green cycle. Focus on Red-Green only; refactoring is separate step.
Update all import statements, module references, string paths, and config references after moving or renaming files and modules.
Incrementally implement feature improvements from docs/improvements.md with tests and atomic commits. Focuses on new functionality rather than refactoring.
Improve existing agent skills based on user feedback and best practices. Use when the user wants to fix, enhance, or refactor an existing skill.
Improve test design and coverage, including TDD/red-green-refactor guidance.
Break multi-file changes into atomic commits ordered by dependency. Use for refactors, breaking API changes, or features touching 3+ files.
Use when IMPLEMENTING refactoring changes. Enforces metrics-driven protocol with before/after measurements.
Use when implementing features or refactoring with TDD - enforces writing ONE test at a time, implementing minimal code to pass, then repeating, preventing batch test writing that…
Write an infrastructure-as-code review checklist and conduct a structured review of Terraform, CloudFormation, Pulumi, or Ansible code.
JpaEntity, Adapter, Repository 클래스를 구현할 때 반드시 사용. 인프라 계층 구현 시 TDD(Red-Green-Refactor) 방식으로 진행. "JpaEntity 구현", "Adapter 구현", "Repository 구현", "영속성 계층" 작업 시 자동 발동.
Use when deciding whether similar code should be deduplicated. Prioritizes shared intent and change reason over textual similarity, avoiding harmful DRY abstractions when code…
Route ambiguous Phoenix/LiveView/Ecto work requests to the correct /phx: workflow. Use when intent is unclear, mixed (bug fix vs. refactor), or scope is ambiguous.
Human-in-the-loop code review with chunk-by-chunk approve/reject/chat loop (git add -p style). Use when reviewing PRs, diffs, patches, or documents interactively.
Guides adding and structuring internal Go packages: when to create a new package, import paths, cmd vs internal boundaries, and domain layout.
Analyze feature requests, refactor plans, or technical decisions to determine investment value and provide recommendations.
IoT quality assurance for the ESP32 pool-controller — static analysis, anti-pattern detection, code review rules, hardening for 24/7 operation, and systematic quality gates.
Guide structured analysis of problems and planning of implementation. Use when starting work on a new feature, encountering a bug, refactoring existing functionality, or any task…
对本次 diff 进行多维 code review 并自动修复，循环迭代直到收敛或达到最大轮次。 适用场景：开发完成一个 feature 或 fix 后，在提交/建 MR 前做质量保障。 触发关键词：「code review」「review 一下代码」「使用 iterative-code-review skill」 「review and fix」「做…
Systematic codebase refactor scan. Use when the user asks to scan/audit a project for refactoring opportunities — file-size violations, long functions, argument-mutation…
Design, refactor, or review code when semantic clarity is the explicit goal, using precise domain names, explicit failures and effects, useful domain types, immutable data flow,…
Z analytického kontextu (investigation.md / anomaly entry / refactor proposal) složí Jira issue body podle projektových konvencí. Předloží draft ke schválení.
Run comprehensive expert code review on current branch changes and fix findings across debug/dead code, rule violations, correctness risks, and explicit…
Improve code quality through adaptive refactoring workflows while preserving behavior and enforcing architectural standards.
Implement, refactor, or review worker-based multithreading in TypeScript/JavaScript apps (browser or Node).
Use when Code implementation and refactoring, architecturing or designing systems, process and workflow improvements, error handling and validation.
Manufacturing-fokussierter Continuous Improvement Skill fuer fabrikIQ. Implementiert Lean Manufacturing Prinzipien (5 Whys, Ishikawa, PDCA) fuer systematische Problemloes — from…
Behavioral guidelines to reduce common LLM coding mistakes. Use when writing, reviewing, or refactoring code to avoid overcomplication, make surgical changes, surface ass — from…
Applies Karpathy's "A Recipe for Training Neural Networks" adapted to software engineering. Forces a minimum runnable baseline before optimizing, one knob at a time, with…
Guidelines to improve coding style and avoid common pitfalls. Use when writing, reviewing, or refactoring any kind of code.
Auto-generate code structure index (Repo Map). Extracts class names and method signatures for component types defined in ecw.yml (e.g., Facade/BizService/Manager), grouped by…
Use after completing a refactor, implementing a major feature, or when skills may be outdated. Analyzes code changes, identifies affected skills, and proposes updates to keep team…
Use when reviewing implemented Kotlin Multiplatform / Compose Multiplatform code for architecture consistency, business-logic placement, state correctness, concurrency, Compose…
Refactor discipline for existing codebases. Enforces scope control, migration safety, compatibility, observability, and tests to keep refactors reviewable and low-risk.
Use when designing, reviewing, or refactoring module boundaries in KMP or Android projects — feature, data, app, and common modules, dependency direction, visibility control, and…
Reviews LangGraph code for bugs, anti-patterns, and improvements. Use when reviewing code that uses StateGraph, nodes, edges, checkpointing, or other LangGraph features.
Use when Claude Code hits "File content exceeds maximum allowed tokens" error, or when files are too large to read.
Guardrails, protocols, and operating constraints for large-scale, long-running, or parallelized AI coding tasks — migrations, codebase-wide refactors, framework upgrades, and any…
Autonomous bug-elimination loop. Iteratively invokes /bug-hunt and /implement-batch until findings converge below an operator-specified severity floor.
Autonomous technical lead. Takes commander's intent and drives a project to completion through an OODA loop over implementation, refactoring, review, and bug-hunting skills.