[追加] miyabi gni ask: 自然言語で GNI に質問できる CLI ラッパー (#72)
質問例: miyabi-gni-ask "このリポの構造を教えて" miyabi-gni-ask "protocol.rs は何に依存してる？" miyabi-gni-ask "テストはいくつある？" miyabi-gni-ask "ロックの状態を教えて" miyabi-gni-ask "gate.rs の関数一覧" Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
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林 駿甫 (Shunsuke Hayashi)
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scripts/gni-ask.sh
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scripts/gni-ask.sh
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#!/bin/bash
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# miyabi gni ask — 自然言語で GNI に質問して自然言語で返す
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#
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# Usage:
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# miyabi gni ask "このリポの構造を教えて"
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# miyabi gni ask "protocol.rs の依存関係は？"
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# miyabi gni ask "テストはいくつある？"
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set -euo pipefail
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REPO="miyabi-cli-standalone"
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QUESTION="${1:-}"
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if [ -z "$QUESTION" ]; then
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echo "使い方: miyabi gni ask \"質問\""
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echo ""
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echo "例:"
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echo " miyabi gni ask \"このリポの構造を教えて\""
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echo " miyabi gni ask \"protocol.rs は何に依存してる？\""
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echo " miyabi gni ask \"DTP の関数一覧\""
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echo " miyabi gni ask \"ロック関連のフロー\""
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echo " miyabi gni ask \"一番大きいクラスターは？\""
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exit 0
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fi
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Q=$(echo "$QUESTION" | tr '[:upper:]' '[:lower:]')
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# キーワードで分類して適切なクエリを実行
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if echo "$Q" | grep -qE "構造|概要|全体|overview"; then
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echo "このリポジトリの概要です。"
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echo ""
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npx gitnexus status 2>/dev/null
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echo ""
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echo "主要なクラスター（機能領域）:"
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npx gitnexus cypher --repo $REPO \
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"MATCH (c:Community) WHERE c.symbolCount > 15 RETURN c.label AS name, c.symbolCount AS size ORDER BY size DESC LIMIT 10" 2>/dev/null \
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| python3 -c "
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import sys,json
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data=json.loads(sys.stdin.read())
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for row in data.get('rows',json.loads(data.get('markdown','[]').replace('|','\t').strip()) if 'markdown' in data else []):
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pass
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# fallback: parse markdown table
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import re
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md = data.get('markdown','')
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lines = [l.strip() for l in md.split('\n') if l.strip() and not l.strip().startswith('---')]
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if len(lines)>1:
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for line in lines[1:]:
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cols = [c.strip() for c in line.split('|') if c.strip()]
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if len(cols)>=2:
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print(f' {cols[0]}: {cols[1]}シンボル')
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" 2>/dev/null
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elif echo "$Q" | grep -qE "依存|depend|使って|呼んで|import"; then
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# ファイル名を抽出
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FILE=$(echo "$QUESTION" | grep -oE '[a-z_]+\.rs' | head -1)
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if [ -z "$FILE" ]; then
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echo "どのファイルの依存関係を見ますか？ファイル名を含めて質問してください。"
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exit 1
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fi
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echo "${FILE} が依存しているモジュール:"
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echo ""
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npx gitnexus cypher --repo $REPO \
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"MATCH (caller:Function)-[r]->(callee:Function) WHERE caller.filePath CONTAINS '$FILE' AND NOT callee.filePath CONTAINS '$FILE' RETURN DISTINCT callee.filePath AS module, count(*) AS calls ORDER BY calls DESC LIMIT 10" 2>/dev/null \
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| python3 -c "
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import sys,json
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data=json.loads(sys.stdin.read())
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md = data.get('markdown','')
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lines = [l.strip() for l in md.split('\n') if l.strip() and not l.strip().startswith('---')]
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if len(lines)>1:
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for line in lines[1:]:
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cols = [c.strip() for c in line.split('|') if c.strip()]
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if len(cols)>=2:
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print(f' → {cols[0]} ({cols[1]}箇所から呼び出し)')
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else:
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print(' 依存関係が見つかりませんでした。')
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" 2>/dev/null
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elif echo "$Q" | grep -qE "関数|function|一覧|list|api"; then
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FILE=$(echo "$QUESTION" | grep -oE '[a-z_]+\.rs' | head -1)
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FILTER=""
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if [ -n "$FILE" ]; then
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FILTER="WHERE f.filePath CONTAINS '$FILE'"
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echo "${FILE} の関数一覧:"
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else
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FILTER="WHERE f.filePath CONTAINS 'gate.rs' OR f.filePath CONTAINS 'lock.rs' OR f.filePath CONTAINS 'store.rs' OR f.filePath CONTAINS 'protocol.rs'"
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echo "DTP モジュールの関数一覧:"
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fi
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echo ""
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npx gitnexus cypher --repo $REPO \
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"MATCH (f:Function) $FILTER RETURN f.name AS name, f.filePath AS file ORDER BY f.filePath, f.name LIMIT 30" 2>/dev/null \
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| python3 -c "
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import sys,json
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data=json.loads(sys.stdin.read())
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md = data.get('markdown','')
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lines = [l.strip() for l in md.split('\n') if l.strip() and not l.strip().startswith('---')]
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current_file = ''
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if len(lines)>1:
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for line in lines[1:]:
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cols = [c.strip() for c in line.split('|') if c.strip()]
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if len(cols)>=2:
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f = cols[1].split('/')[-1]
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if f != current_file:
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current_file = f
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print(f'\n [{f}]')
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print(f' {cols[0]}()')
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" 2>/dev/null
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elif echo "$Q" | grep -qE "フロー|flow|実行|process|パス"; then
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KEYWORD=$(echo "$QUESTION" | grep -oE '[A-Za-z_]+' | head -1)
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echo "実行フロー（${KEYWORD:-全体}）:"
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echo ""
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if [ -n "$KEYWORD" ]; then
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FILTER="WHERE p.label CONTAINS '$KEYWORD'"
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else
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FILTER=""
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fi
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npx gitnexus cypher --repo $REPO \
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"MATCH (p:Process) $FILTER RETURN p.label AS flow, p.stepCount AS steps ORDER BY p.stepCount DESC LIMIT 10" 2>/dev/null \
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| python3 -c "
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import sys,json
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data=json.loads(sys.stdin.read())
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md = data.get('markdown','')
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lines = [l.strip() for l in md.split('\n') if l.strip() and not l.strip().startswith('---')]
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if len(lines)>1:
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for line in lines[1:]:
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cols = [c.strip() for c in line.split('|') if c.strip()]
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if len(cols)>=2:
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print(f' {cols[0]} ({cols[1]}ステップ)')
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else:
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print(' 該当するフローが見つかりませんでした。')
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" 2>/dev/null
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elif echo "$Q" | grep -qE "クラスター|cluster|領域|area|モジュール"; then
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echo "機能クラスター（シンボル数順）:"
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echo ""
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npx gitnexus cypher --repo $REPO \
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"MATCH (c:Community) WHERE c.symbolCount > 5 RETURN c.label AS name, c.symbolCount AS size ORDER BY size DESC LIMIT 15" 2>/dev/null \
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| python3 -c "
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import sys,json
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data=json.loads(sys.stdin.read())
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md = data.get('markdown','')
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lines = [l.strip() for l in md.split('\n') if l.strip() and not l.strip().startswith('---')]
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if len(lines)>1:
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for i,line in enumerate(lines[1:],1):
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cols = [c.strip() for c in line.split('|') if c.strip()]
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if len(cols)>=2:
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bar = '█' * min(int(int(cols[1])/3), 20)
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print(f' {i:2d}. {cols[0]:30s} {cols[1]:>3s} {bar}')
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" 2>/dev/null
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elif echo "$Q" | grep -qE "テスト|test|カバレッジ|coverage"; then
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echo "テスト状況:"
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echo ""
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cargo test --all 2>&1 | grep "test result" | while read line; do
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echo " $line"
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done
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echo ""
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echo "DTP モジュール別テスト数:"
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for f in gate.rs lock.rs store.rs protocol.rs; do
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count=$(grep -c "#\[test\]" crates/miyabi-core/src/$f 2>/dev/null || echo "0")
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echo " $f: ${count}件"
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done
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elif echo "$Q" | grep -qE "ロック|lock|競合|conflict"; then
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echo "現在のファイルロック状態:"
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echo ""
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target/release/miyabi gate locks 2>/dev/null || echo " (miyabi バイナリが見つかりません)"
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echo ""
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echo "ロック関連の実行フロー:"
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npx gitnexus cypher --repo $REPO \
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"MATCH (p:Process) WHERE p.label CONTAINS 'Lock' OR p.label CONTAINS 'lock' OR p.label CONTAINS 'Acquire' OR p.label CONTAINS 'Release' RETURN p.label AS flow, p.stepCount AS steps ORDER BY p.stepCount DESC LIMIT 5" 2>/dev/null \
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| python3 -c "
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import sys,json
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data=json.loads(sys.stdin.read())
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md = data.get('markdown','')
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lines = [l.strip() for l in md.split('\n') if l.strip() and not l.strip().startswith('---')]
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if len(lines)>1:
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for line in lines[1:]:
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cols = [c.strip() for c in line.split('|') if c.strip()]
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if len(cols)>=2:
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print(f' {cols[0]} ({cols[1]}ステップ)')
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" 2>/dev/null
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elif echo "$Q" | grep -qE "ファイル|file|探|search|どこ"; then
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KEYWORD=$(echo "$QUESTION" | grep -oE '[a-zA-Z_.-]+\.[a-z]+' | head -1)
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if [ -z "$KEYWORD" ]; then
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KEYWORD=$(echo "$QUESTION" | sed 's/.*[「」]\(.*\)[「」].*/\1/' | head -1)
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fi
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echo "「${KEYWORD}」を含むファイル:"
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echo ""
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npx gitnexus cypher --repo $REPO \
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"MATCH (f:File) WHERE f.filePath CONTAINS '$KEYWORD' RETURN f.filePath ORDER BY f.filePath LIMIT 20" 2>/dev/null \
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| python3 -c "
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import sys,json
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data=json.loads(sys.stdin.read())
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md = data.get('markdown','')
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lines = [l.strip() for l in md.split('\n') if l.strip() and not l.strip().startswith('---')]
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if len(lines)>1:
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for line in lines[1:]:
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cols = [c.strip() for c in line.split('|') if c.strip()]
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if cols:
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print(f' {cols[0]}')
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else:
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print(' 見つかりませんでした。')
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" 2>/dev/null
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else
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echo "すみません、質問の意図を特定できませんでした。"
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echo ""
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echo "以下のような質問ができます:"
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echo " 「このリポの構造を教えて」"
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echo " 「protocol.rs は何に依存してる？」"
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echo " 「DTP の関数一覧」"
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echo " 「ロック関連のフロー」"
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echo " 「一番大きいクラスターは？」"
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echo " 「テストはいくつある？」"
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echo " 「gate.rs を探して」"
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fi
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