Method Scan

api/service/skill_library_scan.go:437–509

(ctx context.Context, in *SkillScanInput)

}

func (s *defaultSkillScanner) Scan(ctx context.Context, in *SkillScanInput) (*SkillScanOutput, error) {
	if in == nil || strings.TrimSpace(in.SkillMD) == "" {
		return nil, ErrSkillScanMissingSkillMD
	}
	if in.ScanChannel == nil {
		return nil, ErrSkillScanNoWorkAIModelConfigured
	}
	if strings.TrimSpace(in.ScanModel) == "" {
		return nil, ErrSkillScanNoWorkAIModelConfigured
	}

	systemPrompt, userPrompt := buildSkillScanPrompt(in)

	request := &relaymodel.GeneralOpenAIRequest{
		Model:     in.ScanModel,
		MaxTokens: 1536,
		Messages: []relaymodel.Message{
			{Role: "system", Content: systemPrompt},
			{Role: "user", Content: userPrompt},
		},
	}

	invoker := in.LLMInvoker
	if invoker == nil {
		invoker = newDefaultSkillLibraryLLMInvoker()
	}

	responseText, callErr, openaiErr := invokeSkillLibraryLLMWithInvoker(ctx, invoker, in.ScanChannel, request)
	if callErr != nil {
		logger.Warnf(ctx, "【技能运行】扫描模型调用失败，启用基础兜底: skill_name=%s err=%v", in.SkillName, callErr)
		return fallbackSkillScanOutput(in, fmt.Sprintf("llm call failed: %v", callErr)), nil
	}
	if openaiErr != nil {
		logger.Warnf(ctx, "【技能运行】扫描模型返回错误，启用基础兜底: skill_name=%s err=%s", in.SkillName, openaiErr.Message)
		return fallbackSkillScanOutput(in, fmt.Sprintf("llm scan failed: %s", openaiErr.Message)), nil
	}

	parsed, err := parseSkillScanResultPayload(ctx, responseText)
	if err != nil {
		logger.Warnf(ctx, "【技能运行】扫描响应解析失败: skill_name=%s err=%v response=%q", in.SkillName, err, responseText)
		return fallbackSkillScanOutput(in, err.Error()), nil
	}

	payload, _ := json.Marshal(map[string]interface{}{
		"scan_model":    in.ScanModel,
		"entry_count":   len(in.FileEntries),
		"skill_md_size": len(in.SkillMD),
		"risk_level":    parsed.RiskLevel,
		"llm_response":  responseText,
	})

	output := &SkillScanOutput{
		RiskLevel:         parsed.RiskLevel,
		ScoreIntegrity:    clampScore(float64(parsed.ScoreIntegrity)),
		ScorePracticality: clampScore(float64(parsed.ScorePracticality)),
		ScoreSafety:       clampScore(float64(parsed.ScoreSafety)),
		ScoreCodeQuality:  clampScore(float64(parsed.ScoreCodeQuality)),
		ScoreDocQuality:   clampScore(float64(parsed.ScoreDocQuality)),