Engineering
Iterate
Fully automated multi-round code iteration with configurable N-dimension parallel review, onboarding/personalization, and a cross-assistant installer/update system with mandatory S…
Engineering
code-workflow
4-stage code-change workflow: research → plan → user review → implement (TDD). Topics — steps (Step 0-3: resume + research + plan + review + branch), implement (Step 4: TDD + build…
Engineering
dorodango
Polishes working code through successive quality passes in fresh subagents. Use after tests pass when code needs multi-dimension refinement before release
Engineering
file-analysis
Maps file structure and module organization of a codebase. Use before architecture reviews, refactoring planning, or migration scope estimation
Productivity
shared-patterns
Provide reusable patterns for validation, error handling, scaffolding. Use for skill consistency
Engineering
bloat-detector
Detects codebase bloat via dead code, duplication, complexity, and doc bloat scans
Engineering
scope-guard
Scores feature worthiness and enforces branch-size limits against overengineering
Engineering
code-quality-principles
Applies KISS, YAGNI, and SOLID principles for clean code with reduced complexity
Engineering
architecture-paradigm-functional-core
Applies Functional Core, Imperative Shell to isolate logic from side effects
Engineering
code-refinement
Improves code quality across duplication, efficiency, and architectural fit
Engineering
architecture-paradigm-cqrs-es
Applies CQRS and Event Sourcing for read/write separation and audit trails
Engineering
architecture-paradigm-event-driven
Applies event-driven async messaging to decouple producers and consumers
Engineering
python-async
Async Python patterns via asyncio and aiohttp for I/O-bound concurrency
Productivity
modular-skills
Build composable skill modules with hub-and-spoke loading
Engineering
Cross-Cutting Concerns
Systematic methodology for standardizing cross-cutting concerns (error handling, logging, configuration) through pattern extraction, convention definition, automated enforcement, a…
Research
paperjury
Three modes for CS-conference papers (CVPR/ICCV/ECCV vision, ACL/EMNLP/NAACL NLP, ICLR/NeurIPS/ICML/AAAI ML). DIRECT-EDIT mode (common): the user describes a change in Chinese or E…
Research
paperjury
Three modes for CS-conference papers (CVPR/ICCV/ECCV vision, ACL/EMNLP/NAACL NLP, ICLR/NeurIPS/ICML/AAAI ML). DIRECT-EDIT mode (common): the user describes a change in Chinese or E…
Engineering
ai-coding-ok
USE THIS SKILL FIRST on any coding task (feat, fix, bug, refactor, plan, design, brainstorm, code review, implement, add feature, write tests, 新功能, 修复, 重构) when the project contain…
Design
impeccable
Use when the user wants to design, redesign, shape, critique, audit, polish, clarify, distill, harden, optimize, adapt, animate, colorize, extract, or otherwise improve a frontend …
Engineering
metrognome
Autonomous, scientific React Native & Expo performance optimization via a propose -> measure -> keep/revert loop. Use this WHENEVER an RN/Expo app is slow, laggy, janky, stuttering…
Data
collapse-r
Expert guidance for the collapse R package (v2.x) — fast, class-agnostic data transformation and statistical computing, core of the fastverse. Covers Fast Statistical Functions (fm…
Engineering
cakephp-migration
baserCMS の CakePHP バージョンアップ（5.0 → 5.1 → 5.2 ～）対応の非推奨・破壊的変更パターン集と修正レシピ。「Association alias already set」「A validation rule with the name already exists」「_Token not found」「headers alre…
Engineering
Branerail
CTO-level architectural advisor for AI-native development. Use this skill whenever you encounter code design decisions, architecture discussions, system resilience questions, or an…
Engineering
alfa2-development
Guía obligatoria para desarrollar el bot ALFA-2 (reconstrucción modular limpia de ALFA-1). Triggerea cuando el usuario menciona "ALFA-2", "alfa2", "alfa2-clean", "samaritan", "fase…
AI / ML
darwin-skill
Darwin Skill 2.0 (达尔文.skill 2.0): autonomous skill optimizer, v2.0 integrates Microsoft Research SkillLens (arXiv 2605.23899) 9-dim rubric + SkillOpt (arXiv 2605.23904) validation-…
Productivity
darwin-skill
Darwin Skill 2.0 (达尔文.skill 2.0): autonomous skill optimizer, v2.0 integrates Microsoft Research SkillLens (arXiv 2605.23899) 9-dim rubric + SkillOpt (arXiv 2605.23904) validation-…
Engineering
distributed-systems-patterns
Apply distributed-systems, messaging, and integration patterns to architectural decisions, message contracts, runbooks, and launch decisions for event-driven, microservice, queue, …
Engineering
zig
Build, modify, debug, test, optimize, migrate, and review Zig applications and libraries. Use for `.zig` source, coding style, API design, `build.zig`, `build.zig.zon`, dependencie…
Engineering
impeccable-flutter
Use when the user wants to design, redesign, shape, critique, audit, polish, clarify, distill, harden, optimize, adapt, animate, colorize, extract, or otherwise improve a Flutter f…
Engineering
cupynumeric-migration-readiness
Pre-migration readiness assessor for porting NumPy to cuPyNumeric. Use BEFORE substantial porting work begins when the user asks whether code will scale on GPU, whether they should…
Web
odoo-19.0
Odoo 19 development knowledge base with 18 specialized guides covering Actions (ir.actions.*, cron jobs, server actions), Controllers (HTTP routing, endpoints, auth types), Data fi…
Web
odoo-17.0
Odoo 17 development reference for Python models and ORM (search, domain, read_group, compute fields), XML/CSV data and views, OWL/JS client code, QWeb reports, security (ACL, recor…
Web
odoo-18.0
Odoo 18 development reference for Python models and ORM (search, domain, read_group, compute fields), XML/CSV data and views, OWL/JS client code, QWeb reports, security (ACL, recor…
Engineering
rewrite-minimal
Minimal-LOC project rewrite pipeline. Deep-scans a project or chosen subsystem, extracts user-observable features with evidence, validates the feature list independently, captures …
Testing
react18-enzyme-to-rtl
Provides exact Enzyme → React Testing Library migration patterns for React 18 upgrades. Use this skill whenever Enzyme tests need to be rewritten - shallow, mount, wrapper.find(), …
Web
modals
Use when editing Modal.jsx, useFlipModal, AddInnerModal, ConfirmCancelButtons, ErrorModal, SuccessModal, FilterModal, HelpModal, SelectMenu, profileModal/*, or when adding a new mo…
AI / ML
darwin-skill
Darwin Skill (达尔文.skill): autonomous skill optimizer inspired by Karpathy's autoresearch. Evaluates SKILL.md files using an 8-dimension rubric (structure + effectiveness), runs hil…
Engineering
agilepool
High-performance adaptive goroutine pool for Go with auto-scaling via Little's Law, sliding-window rate statistics, chunked overflow buffer, multiple idle container backends (Linke…
Engineering
ai-code-quality-guard
Enforce maintainable, production-ready implementation and anti-AI visual standards for AI-assisted coding. Use whenever Codex adds, changes, refactors, reviews, or verifies applica…
Web
lvntr-kit-frontend
Activate when writing or editing Vue pages under resources/js/pages/Admin/**, using @lvntr components such as SkForm, SkDatatable, SkTabs, AppDialog, AvatarUpload, PageLoading, or …
Productivity
darwin-skill
Use when the user wants to evaluate, score, review, or automatically improve an existing Claude Code skill (a SKILL.md) — e.g. \"optimize this skill\", \"score my skill\", \"review…
Engineering
author-migration
Generates or scopes first-party migrations for Nx workspaces. Use when code removes, renames, or deprecates options, flags, executors, or schema fields, changes defaults, or bumps …
Engineering
go-pro-max
Go development intelligence. 12 domains, 10 stacks, 300+ entries. Actions: plan, build, create, design, implement, review, fix, improve, optimize, enhance, refactor, check Go code.…
Engineering
brutal-agent
Orchestrate subsystem-by-subsystem project hardening by combining brutal-project-review and task-worker in a strict loop: review one subsystem, create CRITICAL/MAJOR tasks, run all…
AI / ML
empirical-prompt-tuning
Fetch and execute mizchi's empirical-prompt-tuning skill at runtime. Use when evaluating or iteratively refining an agent-facing prompt (skill / slash command / task prompt / CLAUD…
Data
tidy-r
Modern tidyverse patterns, style guide, and migration guidance for R development. Use this skill when writing R code, reviewing tidyverse code, updating legacy R code, or enforcing…
Engineering
optflow
Discover and deliver repository optimization work end to end: identify performance, reliability, maintainability, security, DX, and cost optimization points, prioritize by impact-e…
Design
figma-pixel
Figma-to-frontend visual QA workflow for building pages from Figma designs and tightening existing implementations. Captures the target page, exports the selected Figma frame, runs…
Web
expressive-mvc
Class-based reactive state management for React (Expressive MVC). Use when writing or refactoring React state - converting useState/useEffect/useMemo hooks, fixing prop drilling, c…
Web
extension-developer
Activates for extending models, controllers, XMLViews, tables, or Twig templates without altering source code. Handles controller hooks (createViews, loadData, execPreviousAction),…
Web
frontend-design
Create distinctive, production-grade frontend interfaces with high design quality. Use this skill when the user asks to build web components, pages, artifacts, posters, or applicat…
Engineering
aidog-db-migration
SQLite migration tool for aidog: adds tables/columns, alters constraints, splits or renames columns. Uses forward-only idempotent migrations with NNN_ numbering and rebuild-table p…
Engineering
ti-metadata
Sets Salesforce metadata (custom fields, permission sets, validation rules, approval processes, FlexiPages, report types, list views, Apex triggers, Flow overrides, LWC, static res…
Web
block-migration
Port custom blocks between AEM Edge Delivery Services projects. Analyzes a block's dependencies including shared CSS variables, utility functions, and external libraries. Identifie…
Productivity
text-naturalizer
Naturalize Chinese, English, or mixed Chinese-English writing by removing common AI-generated prose tells while preserving meaning, facts, voice, and domain tone. Use when asked to…
Engineering
pr-review-respond
Respond to all code review comments on a pull request, implement fixes, run tests, commit, reply on GitHub (in Chinese), and resolve conversations. Supports multi-round review loop…
Engineering
minor-defect-fix
Handles Jira minor-defect tickets end-to-end: analyzes the issue, patches the code, expands tests to 80% coverage, syncs specs in the separate repo, logs progress in Jira, and prep…
Engineering
file-organizer-dev
Development guide for the File Organizer MCP server codebase. Use when (1) adding new MCP tools, (2) adding new services, (3) modifying existing tools or services, (4) writing test…
Engineering
pg-migration
PostgreSQL schema migration safety reviewer and DDL generator. Use for writing, reviewing, or planning schema changes including ALTER TABLE, index operations, constraint modificati…
Engineering
swift-mvvm
Use when writing or refactoring Swift (SwiftUI/UIKit/AppKit) code to follow MVVM with a small, testable ViewModel. Triggers on: MVVM, ViewModel, ObservableObject, @Observable, Obse…
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