菜单
투자/트레이딩 관련 오픈소스·에이전트 스택을 객관적으로 평가하고, GIIP Agent System의 role/rule/skill/workflow/k-layer에 안전하게 이식할 때 사용합니다. 다음 상황에서 사용합니다: - 투자/트레이딩용 에이전트 구조를 설계하거나 개선할 때 - 특정 레포를 도입할지 비교·검토할 때 - 백테스트/리스크/거버넌스 체크리스트가 필요할 때 트리거 키워드: 투자, 트레이딩, invest, trading, quant, backtest, risk, investment analysis
用 Codex 或 Claude 帮你安装 复制这段 Prompt，粘贴到 Codex、Claude 或其他助手里，让它检查 Skill 页面并帮你完成安装。
基于 SOC 职业分类
Audit and upgrade an EXISTING website or app to premium quality without a rewrite. Use when the user asks to redesign, revamp, refresh, polish, improve, modernize, or de-slop an existing frontend or codebase — it identifies generic AI design patterns and applies high-end standards while preserving functionality and the current stack (any CSS framework or vanilla CSS). Triggers: redesign, revamp, upgrade UI, improve design, polish existing site, make it look better, modernize, 리디자인, 리뉴얼, 개선, 다듬기, 손보기, リデザイン, 改善, 刷新. Do NOT use for building a NEW interface from scratch — use the frontend-design skill for that.
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 applications (examples include websites, landing pages, dashboards, React components, HTML/CSS layouts, or when styling/beautifying any web UI). Generates creative, polished code and UI design that avoids generic AI aesthetics.
Carve guardrail-adjacent items out of scope with safe alternatives before risk-adjacent work starts, then run the safe remainder at full strength in a fresh subagent that only ever sees the carved prompt, never the risky input. Use when a task includes stealth, scraping, privacy, IP, policy, licensing, security, or other safety-adjacent material that could be silently dropped, over-elaborated, or needlessly diluted. Fires on the impulse, not only the topic: the moment you notice yourself about to hedge, soften, silently skip, or brace for a refusal, carve before you execute.
Run repeated build -> QA -> retro -> re0-work cycles while preserving learning and letting code die. Use for long agentic projects where progress must be measured by quality-cleared templates, reusable modules, and eliminated anti-patterns rather than hours spent or features accumulated.
Audit any eval, metric, experiment, or benchmark for leakage — does external ground-truth enter independently, or are the model, scorer, and designer just confirming a result no outside truth ever produced? Use before trusting any 'how we'll know it worked' — an A/B, a holdout, a score, a validation — and whenever a result feels too clean or self-confirming. Walks an 8-pattern leakage taxonomy and returns only the patterns that fire, each with an independence fix. Read-only.
Read the live cycle state and return the single highest-leverage next best action, not a menu. Use when a project is between phases, the author asks what to do next, too many valid threads are open, or the work needs re-entry into frame, build, drive, retro, hate, re0-work, or ship.
| name | vibe-investing |
| description | 투자/트레이딩 관련 오픈소스·에이전트 스택을 객관적으로 평가하고, GIIP Agent System의 role/rule/skill/workflow/k-layer에 안전하게 이식할 때 사용합니다. 다음 상황에서 사용합니다: - 투자/트레이딩용 에이전트 구조를 설계하거나 개선할 때 - 특정 레포를 도입할지 비교·검토할 때 - 백테스트/리스크/거버넌스 체크리스트가 필요할 때 트리거 키워드: 투자, 트레이딩, invest, trading, quant, backtest, risk, investment analysis |
AI/LLM 기반 투자·트레이딩 기능을 GIIP 에이전트 체계에 이식하기 위한 실무 스킬입니다.
## 투자 에이전트 통합 제안 (as-of: YYYY-MM-DD)
- 목적:
- 추천 스택:
- 제외 스택:
- 필수 리스크 체크:
- GIIP 반영안:
- role:
- rule:
- skill:
- workflow:
- k-layer claims:
중요한 투자/트레이딩 설계 작업은 /native-trace로 실행하고, 필요 시 /aioptimize로 스킬 품질을 개선합니다.