AsiaOstrich

AsiaOstrich

@AsiaOstrich

GitHub
27 Skills
1806 Total Stars
February 2026 Joined

Public Skills

discover

by AsiaOstrich

"[UDS] Assess project health, architecture, and risks before adding features"

Code Review 69 3mo ago

brainstorm

by AsiaOstrich

"[UDS] Structured AI-assisted brainstorming before spec creation"

Analytics 69 3mo ago

tdd

by AsiaOstrich

"[UDS] Guide through Test-Driven Development workflow"

Refactoring 69 3mo ago

Logging Guide

by AsiaOstrich

Implement structured logging with proper log levels and sensitive data handling. Use when: adding logging, debugging, setting up observability. Keywords: logging, log level, structured logging, observability, 日誌, 記錄, 結構化日誌.

Processing 69 4mo ago

docgen

by AsiaOstrich

"[UDS] Generate usage documentation from project sources"

CLI Tools 68 3mo ago

checkin

by AsiaOstrich

"[UDS] Pre-commit quality gates verification"

Code Review 68 3mo ago

requirement

by AsiaOstrich

"[UDS] Write user stories and requirements following INVEST criteria"

Processing 68 3mo ago

AI Collaboration Standards

by AsiaOstrich

Prevent AI hallucination and ensure evidence-based responses when analyzing code or making suggestions. Use when: analyzing code, making recommendations, providing options, or when user asks about confidence/certainty. Keywords: certainty, assumption, inference, evidence, source, 確定性, 推測, 假設, 來源, 證據.

Caching 67 3mo ago

methodology

by AsiaOstrich

"[UDS] Manage development methodology workflow"

Code Gen 67 3mo ago

coverage

by AsiaOstrich

"[UDS] Analyze test coverage and provide recommendations"

Code Review 67 3mo ago

AI-Friendly Architecture Guide

by AsiaOstrich

Design AI-friendly architecture with explicit patterns, layered documentation, and semantic boundaries. Use when: structuring projects for AI collaboration, optimizing codebase for AI analysis, setting up AI context. Keywords: architecture, AI-friendly, context, modules, documentation layers, .ai-context.yaml, 架構, AI 友善, 上下文.

API Dev 67 4mo ago

Testing Guide

by AsiaOstrich

Testing pyramid and test writing standards for UT/IT/ST/E2E. Supports ISTQB and Industry Pyramid frameworks. Use when: writing tests, discussing test coverage, test strategy, or test naming. Keywords: test, unit, integration, e2e, coverage, mock, ISTQB, SIT, 測試, 單元, 整合, 端對端.

Code Review 67 4mo ago

Error Code Guide

by AsiaOstrich

Design consistent error codes following the PREFIX_CATEGORY_NUMBER format. Use when: defining error codes, creating error handling, designing APIs. Keywords: error code, error handling, error format, API errors, 錯誤碼, 錯誤處理.

Auth 67 4mo ago

reverse

by AsiaOstrich

"[UDS] System archeology — reverse engineer code across Logic, Data, and Runtime dimensions"

Code Review 66 3mo ago

release

by AsiaOstrich

"[UDS] Guide release process and changelogs"

Code Gen 66 3mo ago

derive

by AsiaOstrich

"[UDS] Derive BDD scenarios, TDD skeletons, or ATDD tables from specifications"

Code Gen 66 3mo ago

sdd

by AsiaOstrich

"[UDS] Create or review specification documents for Spec-Driven Development"

Code Gen 66 3mo ago

changelog

by AsiaOstrich

"[UDS] Generate and maintain CHANGELOG.md entries"

Code Gen 66 3mo ago

Documentation Guide

by AsiaOstrich

Guide documentation structure, content requirements, and project documentation best practices. Use when: creating README, documentation, docs folder, project setup, technical docs. Keywords: README, docs, documentation, CONTRIBUTING, CHANGELOG, ARCHITECTURE, API docs, 文件, 說明文件, 技術文件.

Database 66 3mo ago

refactor

by AsiaOstrich

"[UDS] Guide refactoring decisions and strategy selection"

CLI Tools 66 3mo ago

bdd

by AsiaOstrich

"[UDS] Guide through Behavior-Driven Development workflow"

Agents 66 3mo ago

review

by AsiaOstrich

"[UDS] Perform systematic code review with checklist"

Code Review 66 3mo ago

atdd

by AsiaOstrich

"[UDS] Guide through Acceptance Test-Driven Development workflow"

Agents 66 3mo ago

commit

by AsiaOstrich

"[UDS] Generate commit messages following Conventional Commits standard"

Code Gen 66 3mo ago

Project Structure Guide

by AsiaOstrich

Guide for organizing project directories following language-specific best practices. Use when: creating projects, reorganizing structure, adding modules, setting up builds. Keywords: project, structure, directory, layout, gitignore, scaffold, 專案結構, 目錄.

Code Gen 66 3mo ago

AI Instruction File Standards Guide

by AsiaOstrich

Create and maintain AI instruction files (CLAUDE.md, .cursorrules, etc.) with proper structure. Use when: creating AI instruction files, separating universal vs project-specific rules, configuring AI tools. Keywords: CLAUDE.md, cursorrules, windsurfrules, clinerules, AI instructions, system prompt, 指令檔案, AI 設定.

Docs Gen 66 4mo ago

Git Workflow Guide

by AsiaOstrich

Guide Git branching strategies, branch naming, and merge operations. Use when: creating branches, merging, pull requests, Git workflow questions. Keywords: branch, merge, PR, pull request, GitFlow, GitHub Flow, 分支, 合併, 工作流程.

Agents 66 4mo ago