feat: output channel redesign - per-channel output gates, LLM chain events, SDKConfig

- Output channels generate per-channel tools: output_send__{name} (type=output) + output_send__{name}_help
- content is JSON string transparently passed to plugin handler for routing
- EventAgentLLMChain: full LLM response forwarded after each turn for webui/logs
- sdk.New refactored to SDKConfig struct (no more 13 positional args)
- RegisterOutputChannel adds desc param for JSON format documentation
- channelDevice simplified (no Tools method), desc field added
- Child agent permission updated for output_send__ prefix
- System prompt: output gates, multi-call, long messages split
- WebUI: subscribes to EventAgentLLMChain in SSE, no output channel
- Tests updated for new naming convention

internal/memory/cut.go

@@ -0,0 +1,118 @@
+package memory
+
+import (
+	"log"
+	"os"
+	"path/filepath"
+	"sync"
+
+	"github.com/yanyiwu/gojieba"
+)
+
+var (
+	jiebaOnce sync.Once
+	jiebaInst *gojieba.Jieba
+)
+
+func GetJieba() *gojieba.Jieba {
+	jiebaOnce.Do(func() {
+		defer func() {
+			if r := recover(); r != nil {
+				log.Printf("[jieba] init panic recovered: %v", r)
+			}
+		}()
+		d := jiebaDictDir()
+		if d == "" {
+			log.Printf("[jieba] no dictionary directory found, jieba disabled")
+			return
+		}
+		jiebaInst = gojieba.NewJieba(
+			filepath.Join(d, "jieba.dict.utf8"),
+			filepath.Join(d, "hmm_model.utf8"),
+			filepath.Join(d, "user.dict.utf8"),
+			filepath.Join(d, "idf.utf8"),
+			filepath.Join(d, "stop_words.utf8"),
+		)
+	})
+	return jiebaInst
+}
+
+func jiebaDictDir() string {
+	candidates := []string{
+		os.Getenv("GOMODCACHE"),
+		os.Getenv("GOPATH"),
+		filepath.Join(os.Getenv("HOME"), "go"),
+		"/root/go",
+		"/go",
+		"/home/program/go",
+	}
+	for _, base := range candidates {
+		if base == "" {
+			continue
+		}
+		d := filepath.Join(base, "pkg", "mod", "github.com", "yanyiwu", "gojieba@v1.4.7", "deps", "cppjieba", "dict")
+		if info, err := os.Stat(d); err == nil && info.IsDir() {
+			return d
+		}
+		// also try without "pkg/mod" (in case GOPATH is already the mod cache)
+		d2 := filepath.Join(base, "github.com", "yanyiwu", "gojieba@v1.4.7", "deps", "cppjieba", "dict")
+		if info, err := os.Stat(d2); err == nil && info.IsDir() {
+			return d2
+		}
+	}
+	return ""
+}
+
+var stopWords = map[string]bool{
+	"的": true, "了": true, "是": true, "在": true, "有": true,
+	"和": true, "就": true, "不": true, "人": true, "都": true,
+	"一": true, "一个": true, "上": true, "也": true, "很": true,
+	"到": true, "说": true, "要": true, "去": true, "你": true,
+	"会": true, "着": true, "没有": true, "看": true, "好": true,
+	"自己": true, "这": true, "他": true, "她": true, "它": true,
+	"我": true, "我们": true, "你们": true, "他们": true,
+	"吗": true, "吧": true, "啊": true,
+	"嗯": true, "哦": true, "哈": true, "呀": true, "嘛": true,
+	"然后": true, "因为": true, "所以": true, "如果": true, "但是": true,
+	"可能": true, "还是": true, "已经": true,
+	"就是": true, "不是": true, "是的": true,
+	"非常": true, "比较": true, "应该": true, "需要": true,
+	"能够": true, "目前": true, "现在": true, "今天": true, "昨天": true,
+	"明天": true, "知道": true, "觉得": true, "认为": true,
+	"能": true, "没": true, "对": true,
+	"the": true, "a": true, "an": true, "is": true, "are": true,
+	"was": true, "were": true, "be": true, "been": true, "being": true,
+	"have": true, "has": true, "had": true, "do": true, "does": true,
+	"did": true, "will": true, "would": true, "could": true, "should": true,
+	"may": true, "might": true, "can": true, "shall": true, "this": true,
+	"that": true, "these": true, "those": true, "it": true, "its": true,
+	"and": true, "or": true, "but": true, "in": true, "on": true,
+	"at": true, "to": true, "for": true, "of": true, "with": true,
+	"what": true, "how": true, "why": true, "which": true, "where": true,
+	"when": true, "who": true, "whom": true,
+}
+
+func ExtractKeywords(text string) []string {
+	x := GetJieba()
+	if x == nil {
+		return nil
+	}
+	words := x.Cut(text, true)
+	var keywords []string
+	seen := make(map[string]bool)
+	for _, w := range words {
+		if stopWords[w] || seen[w] {
+			continue
+		}
+		r := []rune(w)
+		if len(r) < 2 {
+			continue
+		}
+		seen[w] = true
+		keywords = append(keywords, w)
+	}
+	if len(keywords) > 5 {
+		keywords = keywords[:5]
+	}
+	return keywords
+}