Productivity
Skill
当你的 Agent 反复偏离目标、任务越做越复杂、刚踩过的坑下次还踩。装上后 Agent 自带行为约束和反思能力。
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…
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…
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
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(), …
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
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
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
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…
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…
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
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…
Automation
mthds-edit
Edit existing MTHDS bundles (.mthds files). Use when user says "change this pipe", "update the prompt", "rename this concept", "add a step", "remove this pipe", "modify the workflo…
Engineering
blade-spec
Implements a spec-driven development workflow that automatically breaks complex requirements into analysis, design, and task decomposition phases, then drives task-by-task developm…
AI / ML
mlx-model-porting
Guides and validates architecture-aware ports of PyTorch/Hugging Face models to Apple MLX, inspects existing local MLX projects, and plans evidence-gated optimizations for Apple Si…
Design
ui-expert
Produces production-grade interfaces matching Linear, Vercel, Stripe, Notion, Raycast, or Apple quality. Applies four gates—register lock, reference anchor, token spec, post-genera…
AI / ML
metaharness
Design, evaluate, and iterate on Claude Code agents, commands, and skills with structural best practices. Use when creating a new .claude/agents/ file, updating an existing agent's…
Engineering
make-repo-contribution
All changes to code must follow the guidance documented in the repository. Before any issue is filed, branch is made, commits generated, or pull request (or PR) created, a search m…
Engineering
promote-spec
Promotes accumulated next-version spec changes from a spec/* branch into the current development target (main), under human supervision. Generates the spec diff, analyses impact on…
Engineering
hono-ddd-guidelines
DDD architecture guidance for new Hono backends or refactoring existing codebases. Covers layer structure (domain/application/infrastructure/controller), dependency direction, resp…
Design
Mobile App Design Standards
This skill should be used when the user asks to "design mobile UI", "review app design", "check UI guidelines", "improve app UX", "design React Native interface", "create app scree…
Data
mongo-migration
MongoDB schema migration safety reviewer and script generator. Use for any schema change—field additions or removals, index builds, validator updates, document migrations, shard ke…
Engineering
better-typescript
Apply this skill for any task involving TypeScript: writing new code, refactoring, reviewing, debugging, designing types, structuring modules, or answering questions about TS patte…
Productivity
pipeline-optimizer
Structured 6-step method for renovating, refactoring, or consolidating existing pipelines, project folders, documentation, or software stacks. Activates on requests to optimize, re…
Engineering
spec-driven-sprint
Drives a resumable, spec-driven sprint from a GitHub issue with anti-skip enforcement. Researches the fix surface, materializes a self-contained HTML spec with work cards and resum…
Engineering
aposd-improving-code-clarity
Enforce a comments-first workflow for new code and improve naming or documentation for existing code. Use when writing classes, methods, or functions, or when code is confusing or …
Engineering
aposd-designing-deep-modules
Enforce a Design-It-Twice workflow: generate 2-3 distinct approaches, compare them, then implement. Use when designing modules, APIs, or classes before coding. Triggers on design r…
Web
wordpress-performance-best-practices
WordPress performance optimization guidelines for plugin, theme, and custom code development. This skill should be used when writing, reviewing, or refactoring WordPress PHP code t…
Engineering
connector-module
Handles all work on connectors in the wick core repo: new connectors, refactoring, bug fixes, operations, Config/Input structs, MCP surface, and registry. Enforces the full module …
Data
forge-migrations
Safe Postgres and MySQL migrations with lock-free patterns, batched backfills, NOT VALID plus VALIDATE approach, reversibility, zero-downtime deploys, and separation of index DDL f…
Engineering
nx-monorepo
Nx monorepo management skill for AI-native development. Use when working with Nx workspaces, project graphs, affected detection, code generation, and caching. Use when: analyzing d…
Engineering
product-dev
Supports product development lifecycle management—from PRD translating into任务 assignments, technical decision-making, stress testing plans, Documenting ADRs, spike/POC summaries, w…
AI / ML
ce-optimize
Run metric-driven iterative optimization loops. Define a goal, add measurement scaffolding, execute parallel experiments across approaches, score results against gates or quality j…
Engineering
kit-dev
Guides SDK development in the @ton/kit monorepo across walletkit, appkit, and appkit-react packages. Handles adding actions, hooks, queries, and components; fixes bugs; writes test…
Engineering
kitty-review
Delivers structured code reviews powered by distributed reviewer swarms. Trigger manually when code needs inspection or before Pull Request submission. Inline-first analysis identi…
Engineering
modularize
Cache-aware task decomposition — split large coding tasks into independent modules, define interface contracts, schedule execution waves, and execute each module as an isolated Rea…
Engineering
decomp-repo-agent-cloneable
Use when decomposing a multi-workflow project into standalone, agent-cloneable repos. Codifies the 7-step pattern proven on career-ops, aicreator, StockForge, and mission-control. …
Engineering
forge-feature-flags
Establish feature flag discipline as a deployment decoupling mechanism. Covers naming, ownership, default-off with kill-switch, targeting rules, removal schedules, dark launches, a…
Engineering
jj
Expert guidance for Jujutsu (jj), a Git-compatible VCS with first-class conflict handling, automatic snapshots, and a working-copy-as-commit model. Use this skill when the user nee…
Web
tours-list-uiux
Manages the full UI/UX overhaul of AtoC Korea's tour catalogue at `/tours/list`, orchestrating hero collapse, contextual vignette bands, sticky filter rails, active chips, editoria…
Productivity
forge-full-output
Enforce complete code generation without truncation. Bans placeholders such as "// ... rest of the file" and "omitted for brevity." Specifies clean split formats for genuinely long…
Engineering
refactoring-strategy
Applies systematic refactoring methodology with safety guarantees for polyglot codebases. Triggers when refactoring code, restructuring a module, splitting a monolith, performing a…
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