Evaluates object-oriented designs to choose composition, inheritance, or algebraic data types. Produces decision rationales, refactoring plans, and review guardrails that reduce…
مراجعة كود عربي — راجع الكود مع فحص التعامل مع النصوص العربية وRTL والتعليقات العربية
Evidence-first codebase search using ripgrep for bounded text discovery and optional ast-grep for syntax-aware structural search.
Architecture-aware review against canonical structured YAML artifacts. Read-only workflow; no legacy prose docs.
Apple Cocoa MVC for iOS (UIKit). Use when implementing or refactoring against the default Apple sample-code pattern. Reject for production apps that will scale past 20 screens.
Refactor Code: Use when user wants to "refactor", or "change" the code base.
Use when user input lacks a concrete object, action, or constraint and the agent should clarify tacit intent before implementation, refactoring, or verification.
Assemble deterministic communication runtimes from reusable audience, template, and activity capabilities.
Pre-change blast-radius report for a symbol or file. Walks tree-sitting references, augments with a plain-text scan over non-parsed files (configs, plain docs), and clusters…
Assess a plugin and create refactoring task files for parallel agent execution
Code generation from AST back to source text. esotope-style compact code output, format-preserving reprint, and round-trip AST → source pipelines for codemods and refactoring…
Write AST-based code search and rewrite rules using ast-grep YAML. Create linting rules, code modernizations, and API migrations with auto-fix.
Find and replace code patterns structurally using ast-grep. Use when you need to match code by its AST structure (not just text), such as finding all functions with specific…
Use Go AST-aware analysis to enumerate symbols, extract signatures, and propose mechanically safe refactors (read-only by default).
ast-grep를 활용한 구조적 코드 검색 및 리팩토링. 텍스트 매칭이 아닌 AST(추상 구문 트리) 기반으로 코드 패턴을 정밀하게 검색하고 치환합니다. Use when performing structural code transformations or finding patterns across the c — from…
ast-grep를 활용한 구조적 코드 검색 및 리팩토링. 텍스트 매칭이 아닌 AST(추상 구문 트리) 기반으로 코드 패턴을 정밀하게 검색하고 치환합니다. Use when performing structural code transformations or finding patterns across the c — from…
Executes safe, automated code transformations using Abstract Syntax Tree (AST) manipulation.
How autonomous agents generate and execute local Abstract Syntax Tree (AST) scripts (libcst, ts-morph, jscodeshift) for batch codebase migrations, eliminating 99% of token costs.
AI-powered code review with intelligent model routing — saves 40%+ vs always using the most expensive model
Inject Call-to-Action blocks into Astro site content with intelligent placement strategies. Use when the user wants to add CTAs, newsletter signups, product promotions, or any…
Build, debug, refactor, or review Astro applications that integrate SolidJS, including islands, client directives, state ownership, prop serialization, SSR and hydration, routing,…
Transmutación alquímica de código en cuatro etapas — nigredo (descomposición), albedo (purificación), citrinitas (iluminación), rubedo (síntesis) — con puntos de control de…
Standard 5-phase workflow for most development tasks - bugs, small features, refactors (30-60 min)
Split a messy working tree into small commits, one purpose and one context per commit, with semantic commit messages (feat, fix, docs, style, refactor, test, chore) written in…
Review code for quality, security, and maintainability following best practices. Use when reviewing pull requests, examining code changes, auditing code quality, or when the user…
Read-only check that a codemod or bulk transform preserved behavior — compiling is not proof. Use when "did this codemod break anything", "audit this bulk refactor", or before…
El ADN de Aura: las filosofías centrales de Producto/UX e Ingeniería que rigen todo Fluxo AI. Cárgalo y aplícalo de forma persistente antes de diseñar flujos, escribir o…
Use when starting an issue, bugfix, feature, or refactor that should be driven by multiple coordinated subagents: explore → plan → code → review, with the main agent acting as…
Automate detection and removal of duplicate files/functions in TypeScript, JavaScript, and Python projects.
Variable and function naming discipline: domain vocabulary over generic words, verb semantics, scope-proportional length, and the specific naming anti-patterns Claude defaults to.
Testability discipline for application code. Identifies when logic should be extracted into pure helpers, when routes/pages/components are carrying too much domain work, and when…
Use whenever Thien asks Codex to improve, update, refactor, clarify, or redesign an automation. Runs a Claude/Cursor/Claude/Cursor critique loop before Codex saves and syncs the…
Expert automation workflow refactoring tool for Power Automate, n8n, Make, Zapier and other platforms.
Common mistake — doing unrequested work (refactoring, adding extra features, cleaning up style) when the user asked for a specific, targeted change.
Reviews diffs and PRs for correctness, security, and team standards, with confidence-scored findings in severity buckets (Critical / Suggestions / Nice to have).
How to respond to code review feedback: verify before implementing, clarify unclear items, and push back with technical reasoning when needed.
Multi-model panel review of a code change: blind reviewers, then one cross-examined verdict. Use when asked for a second opinion, a multi-model or panel review, or a high-stakes…
Reviews axum web framework code for routing patterns, extractor usage, middleware, state management, and error handling.
How to route non-interactive workloads (evaluations, mass refactoring audits, dataset generation) through Anthropic and OpenAI Asynchronous Batch APIs to cut token bills 50%.
When the user needs to perform the same operation across multiple files, components, or entities. Use when the user says "do this to all," "batch," "bulk update," "across all…
Cascade the same edit pattern across N files safely. Use when applying the same refactor to multiple files (e.g.
Design and refactor beam tracking ML/RL pipelines (CSI teacher vs RSRP student), enforce shape contracts, and produce inference-safe models.
Use when considering, evaluating, or performing a refactor, restructure, cross-file rename, or cleanup
Implement testable production behavior through a red-green-refactor cycle. Use for bug fixes, features, and behavior-changing refactors, whether or not they belong to a formal…
Verify that refactoring preserves existing behavior through before/after comparison, test coverage verification, contract checking, and semantic equivalence.
リファクタリング（構造変更）と機能変更（behavior change）が同一 diff に混在していないかを識別し、structural change に対する external behavior preservation の証拠（テスト・型・静的解析）が揃っているかを diff-time で確認する。証拠不足のときは Characterization…
Provides language-specific best practices, code quality standards, and framework detection for refactoring workflows
Analyze the impact of code changes by mapping call graphs and identifying all direct and indirect dependencies.
Review code changes adversarially using parallel review layers (Blind Hunter, Edge Case Hunter, Acceptance Auditor) with structured triage into actionable categories.
為單一 BMAD story 依序跑三階段（bmad-create-story → bmad-dev-story → bmad-code-review），每階段委派給一個全新 context 的 subagent 執行，主線只做協調、階段之間停下等使用者確認。code-review 會審查＋收官（回填發現、依結果切狀態），但不自動修 code；被審出的…
Refactoring (Martin Fowler) — Full rules — comprehensive mandatory coding standards. Use when asked to apply Refactoring principles or review code against Refactoring standards.
Refactoring (Martin Fowler) — Condensed rules — key principles distilled. Use when asked to apply Refactoring principles or review code against Refactoring standards.
Refactoring (Martin Fowler) — Minimal rules — essential one-liners only. Use when asked to apply Refactoring principles or review code against Refactoring standards.
Refactoring Guru (Refactoring.Guru) — Full rules — comprehensive mandatory coding standards. Use when asked to apply Refactoring Guru principles or review code against Refactoring…
Refactoring Guru (Refactoring.Guru) — Condensed rules — key principles distilled. Use when asked to apply Refactoring Guru principles or review code against Refactoring Guru…
Refactoring Guru (Refactoring.Guru) — Minimal rules — essential one-liners only. Use when asked to apply Refactoring Guru principles or review code against Refactoring Guru…
Refactoring techniques (behavior-preserving structural change, code smells) to consult when refactoring code. Reference material, not a review.
TDD template for bookie subagent tasks. Covers pure-validator TDD, fixture patterns, table-driven cases, and the red-green-refactor loop specific to ledger write validation.
Use this for safe code modernization, structural cleanup, legacy refactors, and revamps that should still respect the current codebase structure and avoid unnecessary churn.
Skeptical expert code review that maps changes to repo structure and infrastructure, applies strict engineering standards, and prefers minimal fixes.