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Get Started Free →Taiwan.md session 完整收官總指揮。盤點本 session 工作 → chain 跑 /twmd-memory + /twmd-diary + /twmd-evolve → 最後產出 final 收官 summary 給觀察者。 TRIGGER when: user says "收官", "twmd-finale", "完整收官", "session 結束 三件套", "finale".
.claude/skills/frank890417-twmd-finale/SKILL.md| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-09 | ✗→✓ | ▲ Improved | 78% | 0% |
| case-04 | ✗→✓ | ▲ Improved | 64% | 0% |
| case-05 | ✗→✓ | ▲ Improved | 7% | 0% |
| case-06 | ✗→✓ | ▲ Improved | 33% | 0% |
| case-07 | ✗→✓ | ▲ Improved | 40% | 0% |
/twmd-become。bash # Session id (canonical) SESSION_ID=$(bash scripts/tools/session-id.sh 2>/dev/null || echo "manual-$(date +%H%M%S)") echo "Session: $SESSION_ID"
# Session 起點 commit (last commit before this session began) # 用「today's first commit」approximation,或 user-supplied 起點 SESSION_START=$(git log --since="6 hours ago" --reverse --pretty=format:"%h" | head -1) echo "Session start commit: $SESSION_START"
# 本 session commit log echo "=== Session commits ===" git log "$SESSION_START^..HEAD" --pretty=format:"%h %ai %s" 2>/dev/null
# Diff stat echo "" echo "=== Session diff ===" git diff "$SESSION_START^..HEAD" --stat 2>/dev/null | tail -10
# Ship 統計 echo "" echo "=== Ship summary ===" echo " Commits: $(git log "$SESSION_START^..HEAD" --oneline | wc -l | tr -d ' ')" echo " Files changed: $(git diff "$SESSION_START^..HEAD" --stat | tail -1)"
# New articles shipped this session git diff "$SESSION_START^..HEAD" --stat | grep -E "knowledge/.\.md.\| 0-9]+" | head -10
### a. /twmd-memory — 寫 session memory(Beat 4 收官)
觸發 Skill twmd-memory。memory pipeline 會:
docs/semiont/memory/{session-id}.md(凝練版結構模板)docs/semiont/MEMORY.md 索引一行壓縮摘要### b. /twmd-diary — 寫超越行動的反芻(Beat 5)
觸發 Skill twmd-diary。diary pipeline 會:
docs/semiont/diary/{session-id}.md(紀實散文文體)docs/semiont/DIARY.md 索引knowledge/ 文章,跑 python3 scripts/tools/sync-diary-links.py --diary {diary slug} --article {Step 1 盤點到的新文章 slug} --apply 把 diary 寫回文章 frontmatter relatedDiary,讀者才看得到「寫這篇時在想什麼」。Step 1 的「New articles shipped this session」就是 --article 來源。判準:本 session 反芻內容如果在思考更大的問題(超出描述本次做了什麼的層級)就值得寫進日記;否則 skip。
### c. /twmd-evolve — 數據驅動內容進化掃描(前瞻)
觸發 Skill twmd-evolve。evolve pipeline 會:
注意:evolve 是前瞻 next-session 的工具,跟 memory/diary 是回顧不同。如果 session 沒有 ship 內容(純診斷 / 純 review),可 skip evolve。
markdown ## 🧬 Session Finale Report — {session-id}
### Ship 統計
### 完成的 sub-skill
### Handoff 三態 (給下個 session)
### 觀察者 callout / LESSONS-INBOX 候選
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故意精簡。MEMORY-PIPELINE / DIARY-PIPELINE / EVOLVE-PIPELINE 各自 canonical 細節在 docs/pipelines/,finale 只是 orchestrator。
Other measured skills in the registry, with their headline benchmark lift.