continuous-learning-v2

name	Continuous Learning V2
description	Capture repeated A-Team design patterns as reusable instincts for later sessions

Continuous Learning V2

Description

Use this skill to record repeated design decisions and user corrections as small reusable instincts. The Codex port is manual-first: capture the pattern after the session, then promote it when it keeps recurring.

Users

• .codex/agents/team-architect.md
• maintainers reviewing repeated A-Team outputs

Instinct Format

---
id: always-propose-reviewer
trigger: "when the team produces external deliverables"
confidence: 0.8
domain: "role-design"
---

What To Capture

• roles users repeatedly add
• recurring workflow stages
• common validation failures
• repeated execution-mode preferences
• naming or grouping patterns that keep winning

Operating Loop

1. after delivery, log the repeated pattern
2. add evidence from the session
3. assign a confidence score
4. promote high-confidence instincts into shared skills or coordinator guidance

Example

Input

最近 5 次技術團隊設計裡，有 4 次使用者都要求補上 feasibility reviewer。

Output

記錄 instinct：when designing a technology-heavy team, ask whether feasibility review needs a dedicated role.