AsiaOstrich

AsiaOstrich

@AsiaOstrich

GitHub
27 Skills
1890 Total Stars
February 2026 Joined

Public Skills

reverse

by AsiaOstrich

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

Code Review 70 5mo ago

release

by AsiaOstrich

"[UDS] Guide release process and changelogs"

Code Gen 70 5mo ago

derive

by AsiaOstrich

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

Code Gen 70 5mo ago

discover

by AsiaOstrich

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

Code Review 70 5mo ago

brainstorm

by AsiaOstrich

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

Analytics 70 5mo 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 70 5mo ago

methodology

by AsiaOstrich

"[UDS] Manage development methodology workflow"

Code Gen 70 5mo ago

docgen

by AsiaOstrich

"[UDS] Generate usage documentation from project sources"

CLI Tools 70 5mo ago

sdd

by AsiaOstrich

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

Code Gen 70 5mo ago

changelog

by AsiaOstrich

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

Code Gen 70 5mo 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 70 5mo ago

refactor

by AsiaOstrich

"[UDS] Guide refactoring decisions and strategy selection"

CLI Tools 70 5mo ago

checkin

by AsiaOstrich

"[UDS] Pre-commit quality gates verification"

Code Review 70 5mo ago

bdd

by AsiaOstrich

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

Agents 70 5mo ago

coverage

by AsiaOstrich

"[UDS] Analyze test coverage and provide recommendations"

Code Review 70 5mo ago

review

by AsiaOstrich

"[UDS] Perform systematic code review with checklist"

Code Review 70 5mo ago

atdd

by AsiaOstrich

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

Agents 70 5mo ago

requirement

by AsiaOstrich

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

Processing 70 5mo ago

tdd

by AsiaOstrich

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

Refactoring 70 5mo ago

commit

by AsiaOstrich

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

Code Gen 70 5mo 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 70 5mo 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 70 5mo 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 70 5mo 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 70 5mo 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 70 5mo 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 70 5mo 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 70 5mo ago