jjyung

Capture architecture decisions as lightweight ADR documents. Use when making design choices that affect project structure, technology selection, or architectural direction. Also use during code review when spotting implicit decisions. Triggers on: "adr",…

Contract-first development workflow: contract → code → verify → fix (loop). Drives development from persistent specifications, enabling parallel frontend/backend work. Use PROACTIVELY when implementing features, fixing bugs, refactoring, or making code…

Generate and update project documentation — README, API docs, code comments, ADRs, and CHANGELOG. Detects existing documentation conventions and matches project style. Use PROACTIVELY when asked to "document", "write docs", "add comments", "update README",…

Multi-agent orchestration for complex development tasks. Breaks down large work, delegates to specialized agents, manages contracts, and drives the fix loop. Use when tasks span multiple domains, require parallel execution, or need full lifecycle management.…

Systematic code review for pull requests. Analyzes diff across 5 dimensions: correctness, security, quality, testing, and style. Use PROACTIVELY when reviewing PRs, analyzing code changes, or asked to "review", "audit", "check". Triggers on: "review this PR",…

Analyze source code and generate meaningful tests — unit, integration, and E2E. Detects project test framework, conventions, and existing test patterns automatically. Use PROACTIVELY when asked to "add tests", "write tests", "test this", "cover with tests",…

Validate web delivery against requirement acceptance criteria with E2E and NFR gates. Use when user asks QA to verify whether a feature/scenario is complete (for example REQ-LIB-001), run Playwright after frontend/backend preflight checks, and produce or…

Orchestrate PG delivery from planning to implementation by splitting tasks across BE/FE, managing handoff gates, executing staged implementation, running checks, and producing delivery summaries. Use when user asks PG to continue execution after task planning…

Plan and document system-level architecture from requirement documents for MVP delivery. Use when user asks Archi to produce architecture outputs (e.g., ARCH-*.md) with C4 context, deployment topology, NFR strategy, cost/complexity tradeoffs, and explicit SD…

Produce SD deliverables from requirements and architecture documents, including OpenAPI contract, schema docs, and per-API flow docs. Use when user asks SD to generate implementation-ready design artifacts under docs/openapi.yaml, docs/schema/, and docs/api/.

Analyze scenario documents and related Figma export materials, then generate a structured requirements analysis file with FR/NFR/AC, risk items, business error-code mapping, and traceability metadata. Use when user asks to analyze a scenario (e.g., SCN-*) and…

Convert Figma, screenshots, wireframes, prototypes, or other UI/UX inputs into a traceable Design Evidence Pack. Use when a feature starts from visual or interaction design and before business or technical specifications are written. Triggers on: "design…

Evidence-first development workflow: design evidence → business requirements → technical design → role contracts → sliced code → review → verify. Use PROACTIVELY when implementing features, fixing bugs, refactoring, or making code changes. Triggers on:…

Orchestrate evidence-first delivery across Design Evidence, SA, SD, frontend, backend, review, tests, and verification. Use when tasks span multiple domains, require parallel execution, or need full lifecycle management. Triggers on: "orchestrate",…

Single sentence describing what this skill does. No "and" — one responsibility only. Triggers on: "keyword1", "keyword2"

Bootstrap a lightweight DMBoK-aligned data governance foundation for batch data pipelines. Use when a project needs ownership, retention, lineage, audit, manifests, quality snapshots, or governance-aware data contracts. Triggers on: "data governance",…

Use this skill whenever the user works with Shioaji, SinoPac (永豐金), or Taiwan financial markets (TWSE/TPEX/TAIFEX) — even if they don't name the library. Covers all access layers: Python binding (sync/async), `shioaji` CLI, HTTP API server with SSE streaming,…

Write or complete LeetCode solution Markdown files with the original English problem statement, Java code, and Traditional Chinese explanations. Use when the user asks to add a solution, explanation, algorithm, Java implementation, complexity analysis, or…

將 GitHub Copilot custom agents（.agent.md）轉換為 Codex custom agents（.toml），包含流程指引、欄位映射範本與批次轉換腳本。