에이전트 선택적 탐색 구조 개선과 경고 정리 반영
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- claude-code 선택적 탐색 흐름을 참고해 Cowork/Code 시스템 프롬프트에서 folder_map 상시 선행 지시를 완화하고 glob/grep 기반 좁은 탐색을 우선하도록 조정함

- FolderMapTool 기본 depth를 2로, include_files 기본값을 false로 낮추고 MultiReadTool 최대 파일 수를 8개로 줄여 초기 과탐색 폭을 보수적으로 조정함

- AgentLoopExplorationPolicy partial을 추가해 탐색 범위 분류, broad-scan corrective hint, exploration_breadth 성능 로그를 연결함

- AgentLoopService에 탐색 범위 가이드 주입과 실행 중 탐색 폭 추적을 추가하고, 좁은 질문에서 반복적인 folder_map/대량 multi_read를 교정하도록 정리함

- DocxToHtmlConverter nullable 경고를 수정해 Release 빌드 경고 0 / 오류 0 기준을 다시 충족함

- README와 docs/DEVELOPMENT.md에 2026-04-09 10:36 (KST) 기준 개발 이력을 반영함
This commit is contained in:
2026-04-09 14:27:59 +09:00
parent 7931566212
commit 33c1db4dae
119 changed files with 4453 additions and 6943 deletions

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using System.Text.Json;
using AxCopilot.Models;
namespace AxCopilot.Services.Agent;
public partial class AgentLoopService
{
private enum ExplorationScope
{
Localized,
TopicBased,
RepoWide,
OpenEnded,
}
private sealed class ExplorationTrackingState
{
public ExplorationScope Scope { get; init; }
public int FolderMapCalls { get; set; }
public int TotalFilesRead { get; set; }
public int MultiReadFilesRead { get; set; }
public bool BroadScanDetected { get; set; }
public bool SelectiveHit { get; set; }
public bool CorrectiveHintInjected { get; set; }
}
private static ExplorationScope ClassifyExplorationScope(string userQuery, string? activeTab)
{
if (string.IsNullOrWhiteSpace(userQuery))
return ExplorationScope.OpenEnded;
var q = userQuery.Trim();
var lower = q.ToLowerInvariant();
if (lower.Contains("전체") || lower.Contains("전반") || lower.Contains("코드베이스 전체") ||
lower.Contains("repo-wide") || lower.Contains("repository-wide") || lower.Contains("전체 구조") ||
lower.Contains("아키텍처") || lower.Contains("전체 점검"))
return ExplorationScope.RepoWide;
if (q.Contains('.') || q.Contains('/') || q.Contains('\\') ||
lower.Contains("file ") || lower.Contains("class ") || lower.Contains("method ") ||
lower.Contains("function ") || lower.Contains("line ") || lower.Contains("bug") ||
lower.Contains("오류") || lower.Contains("버그") || lower.Contains("예외"))
return ExplorationScope.Localized;
if (lower.Contains("정리") || lower.Contains("요약") || lower.Contains("보고서") ||
lower.Contains("주제") || lower.Contains("관련") || lower.Contains("분석"))
return ExplorationScope.TopicBased;
return string.Equals(activeTab, "Code", StringComparison.OrdinalIgnoreCase)
? ExplorationScope.Localized
: ExplorationScope.OpenEnded;
}
private static void InjectExplorationScopeGuidance(List<ChatMessage> messages, ExplorationScope scope)
{
var guidance = scope switch
{
ExplorationScope.Localized =>
"Exploration scope = localized. Start with grep/glob and targeted file reads. Avoid folder_map unless structure is unclear.",
ExplorationScope.TopicBased =>
"Exploration scope = topic-based. Identify candidate files by topic keywords first, then read only a small targeted set.",
ExplorationScope.RepoWide =>
"Exploration scope = repo-wide. Broad structure inspection is allowed when needed.",
_ =>
"Exploration scope = open-ended. Expand gradually. Prefer selective discovery before broad scans."
};
messages.Add(new ChatMessage
{
Role = "system",
Content = guidance
});
}
private static int CountMultiReadPaths(string argsJson)
{
try
{
using var doc = JsonDocument.Parse(argsJson);
if (doc.RootElement.TryGetProperty("paths", out var pathsEl) && pathsEl.ValueKind == JsonValueKind.Array)
return pathsEl.GetArrayLength();
}
catch
{
}
return 0;
}
private static bool ShouldInjectExplorationCorrection(
ExplorationTrackingState state,
string toolName,
string argsJson)
{
if (state.Scope is ExplorationScope.RepoWide or ExplorationScope.OpenEnded)
return false;
if (state.FolderMapCalls >= 2)
return true;
if (state.MultiReadFilesRead >= 6 || state.TotalFilesRead >= 8)
return true;
if (string.Equals(toolName, "folder_map", StringComparison.OrdinalIgnoreCase))
{
try
{
using var doc = JsonDocument.Parse(argsJson);
var includeFiles = doc.RootElement.TryGetProperty("include_files", out var includeFilesEl) &&
includeFilesEl.ValueKind is JsonValueKind.True or JsonValueKind.False &&
includeFilesEl.GetBoolean();
var depth = doc.RootElement.TryGetProperty("depth", out var depthEl) && depthEl.ValueKind == JsonValueKind.Number
? depthEl.GetInt32()
: 2;
if (includeFiles || depth >= 3)
return true;
}
catch
{
}
}
return false;
}
private static void TrackExplorationToolUse(
ExplorationTrackingState state,
string toolName,
string argsJson)
{
if (string.Equals(toolName, "folder_map", StringComparison.OrdinalIgnoreCase))
{
state.FolderMapCalls++;
return;
}
if (string.Equals(toolName, "multi_read", StringComparison.OrdinalIgnoreCase))
{
var count = CountMultiReadPaths(argsJson);
state.MultiReadFilesRead += count;
state.TotalFilesRead += count;
if (count >= 6)
state.BroadScanDetected = true;
return;
}
if (string.Equals(toolName, "file_read", StringComparison.OrdinalIgnoreCase) ||
string.Equals(toolName, "document_read", StringComparison.OrdinalIgnoreCase))
{
state.TotalFilesRead++;
}
}
}