Files
AX-Copilot-Codex/src/AxCopilot/Services/Agent/AgentLoopExplorationPolicy.cs
lacvet 8cb08576d5 AX Agent 도구·스킬 정합성 재구성 및 실행 품질 보강
변경 목적:
- AX Agent의 도구 이름, 내부 설정, 스킬 정책, 실행 루프 사이의 불일치를 줄이고 전체 동작 품질을 높인다.
- claw-code 수준의 일관된 동작 품질을 참고하되 AX 구조에 맞는 고유한 카탈로그·정규화 레이어로 재구성한다.

핵심 수정사항:
- 도구 canonical id, legacy alias, 탭 노출, 설정 카테고리, read-only 분류를 중앙 카탈로그로 통합했다.
- ToolRegistry, AgentLoopService, 병렬 실행 분류, 권한 처리, 훅 처리, 스킬 allowed-tools 해석이 같은 이름 체계를 사용하도록 정리했다.
- Agent 설정/일반 설정/도움말의 도구 카드와 훅 편집기, 스킬 설명을 현재 런타임 구조에 맞게 갱신했다.
- 컨텍스트 압축, intent gate, spawn agents, session learning, model prompt adapter, workspace context 관련 변경과 테스트 추가를 함께 반영했다.
- 문서 이력과 비교/로드맵 문서를 최신 상태로 갱신했다.

검증 결과:
- dotnet build src/AxCopilot/AxCopilot.csproj -c Release -v minimal -p:OutputPath=bin\verify_toolcat\ -p:IntermediateOutputPath=obj\verify_toolcat\ : 경고 0 / 오류 0
- dotnet test src/AxCopilot.Tests/AxCopilot.Tests.csproj -c Release -v minimal --filter AgentToolCatalogTests -p:OutputPath=bin\verify_toolcat_tests\ -p:IntermediateOutputPath=obj\verify_toolcat_tests\ : 통과 8
2026-04-14 17:52:46 +09:00

401 lines
16 KiB
C#

using System.Text.Json;
using AxCopilot.Models;
namespace AxCopilot.Services.Agent;
public partial class AgentLoopService
{
internal enum ExplorationScope
{
Localized,
TopicBased,
RepoWide,
OpenEnded,
/// <summary>문서 생성 요청 — 탐색 단계를 건너뛰고 바로 document_plan/생성 도구 사용.</summary>
DirectCreation,
}
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; }
/// <summary>스킬 런타임이 allowed-tools를 명시했으면 true — 탐색 필터링을 건너뜀.</summary>
public bool SkillAllowedToolsActive { get; set; }
}
private static IReadOnlyCollection<IAgentTool> FilterExplorationToolsForCurrentIteration(
IReadOnlyCollection<IAgentTool> tools,
ExplorationTrackingState state,
string userQuery,
string? activeTab,
int totalToolCalls)
{
if (tools.Count == 0)
return tools;
// 스킬 런타임 정책으로 allowed-tools가 명시된 경우 탐색 필터링을 건너뜀
// — 스킬이 의도적으로 허용한 도구(folder_map 등)를 정책이 차단하면 안 됨
if (state.SkillAllowedToolsActive)
return tools;
// 문서 생성 모드: 생성 도구를 최우선, 탐색 도구를 뒤로 배치
if (state.Scope == ExplorationScope.DirectCreation)
{
var creationFirst = new List<IAgentTool>(tools.Count);
creationFirst.AddRange(tools.Where(IsDocumentCreationTool));
creationFirst.AddRange(tools.Where(t => !IsDocumentCreationTool(t)
&& !string.Equals(t.Name, "folder_map", StringComparison.OrdinalIgnoreCase)
&& !string.Equals(t.Name, "glob", StringComparison.OrdinalIgnoreCase)
&& !string.Equals(t.Name, "grep", StringComparison.OrdinalIgnoreCase)));
// 탐색 도구는 마지막에 (필요 시에만 사용)
creationFirst.AddRange(tools.Where(t =>
string.Equals(t.Name, "glob", StringComparison.OrdinalIgnoreCase)
|| string.Equals(t.Name, "grep", StringComparison.OrdinalIgnoreCase)));
return creationFirst
.DistinctBy(t => t.Name, StringComparer.OrdinalIgnoreCase)
.ToList()
.AsReadOnly();
}
var allowFolderMap = ShouldAllowFolderMapForCurrentIteration(state, userQuery, activeTab, totalToolCalls);
var ordered = new List<IAgentTool>(tools.Count);
ordered.AddRange(tools.Where(IsSelectiveDiscoveryTool));
ordered.AddRange(tools.Where(t => !IsSelectiveDiscoveryTool(t) &&
(allowFolderMap || !string.Equals(t.Name, "folder_map", StringComparison.OrdinalIgnoreCase))));
if (allowFolderMap)
{
ordered.AddRange(tools.Where(t => string.Equals(t.Name, "folder_map", StringComparison.OrdinalIgnoreCase)));
}
return ordered
.DistinctBy(t => t.Name, StringComparer.OrdinalIgnoreCase)
.ToList()
.AsReadOnly();
}
private static bool IsDocumentCreationTool(IAgentTool tool)
{
return tool.Name is "document_plan" or "docx_create" or "html_create" or "excel_create"
or "markdown_create" or "csv_create" or "pptx_create" or "chart_create"
or "document_assemble" or "file_write";
}
private static bool ShouldAllowFolderMapForCurrentIteration(
ExplorationTrackingState state,
string userQuery,
string? activeTab,
int totalToolCalls)
{
// 문서 생성 모드에서는 folder_map 차단 — 탐색 없이 바로 생성
if (state.Scope == ExplorationScope.DirectCreation)
return false;
if (state.Scope is ExplorationScope.RepoWide or ExplorationScope.OpenEnded)
return true;
if (HasExplicitFolderIntent(userQuery))
return true;
if (string.Equals(activeTab, "Cowork", StringComparison.OrdinalIgnoreCase)
&& IsExistingMaterialReferenceRequest(userQuery))
return true;
return totalToolCalls >= 2 && state.TotalFilesRead == 0 && state.FolderMapCalls == 0;
}
private static bool HasExplicitFolderIntent(string userQuery)
{
if (string.IsNullOrWhiteSpace(userQuery))
return false;
return ContainsAny(
userQuery,
"folder",
"directory",
"tree",
"structure",
"list files",
"workspace layout",
"work folder",
"project structure",
"폴더",
"디렉터리",
"폴더 구조",
"디렉터리 구조",
"파일 목록",
"작업 폴더",
"폴더 안",
"구조를 보여",
"구조 확인");
}
private static bool IsExistingMaterialReferenceRequest(string userQuery)
{
if (string.IsNullOrWhiteSpace(userQuery))
return false;
return ContainsAny(
userQuery,
"existing file",
"existing files",
"existing document",
"existing documents",
"reference files",
"reference docs",
"existing materials",
"기존 파일",
"기존 문서",
"기존 자료",
"참고 파일",
"참고 문서",
"폴더 내 자료",
"안의 자료",
"작업 폴더 파일");
}
private static bool IsSelectiveDiscoveryTool(IAgentTool tool)
{
return tool.Name is "glob" or "grep" or "file_read" or "document_read" or "multi_read" or "lsp_code_intel";
}
private static bool HasSemanticNavigationIntent(string userQuery)
{
if (string.IsNullOrWhiteSpace(userQuery))
return false;
return ContainsAny(
userQuery,
"definition",
"reference",
"references",
"implementation",
"implementations",
"caller",
"callers",
"callee",
"call hierarchy",
"symbol",
"symbols",
"interface",
"override",
"정의",
"참조",
"구현",
"호출부",
"호출 관계",
"심볼",
"인터페이스",
"오버라이드");
}
private static string BuildPreferredInitialToolSequence(
ExplorationTrackingState state,
TaskTypePolicy taskPolicy,
string? activeTab,
string userQuery)
{
// 문서 생성 의도가 감지되면 탐색 없이 바로 문서 계획/생성 도구 사용
if (state.Scope == ExplorationScope.DirectCreation)
return "document_plan -> docx_create/html_create/excel_create -> self-review";
if (HasExplicitFolderIntent(userQuery))
return "folder_map -> glob/grep -> targeted read";
if (string.Equals(taskPolicy.TaskType, "docs", StringComparison.OrdinalIgnoreCase))
return "glob/grep -> document_read/file_read -> drafting tool";
if (string.Equals(activeTab, "Code", StringComparison.OrdinalIgnoreCase)
&& HasSemanticNavigationIntent(userQuery))
return "lsp_code_intel -> targeted file_read -> file_edit/file_write -> build_run/test_loop as needed";
if (string.Equals(activeTab, "Code", StringComparison.OrdinalIgnoreCase))
return "targeted file_read or grep/glob/lsp -> file_edit/file_write -> build_run/test_loop as needed";
if (state.Scope == ExplorationScope.TopicBased)
return "glob/grep -> targeted read -> next action";
return "glob/grep -> file_read/document_read -> next action";
}
private static ExplorationScope ClassifyExplorationScope(string userQuery, string? activeTab)
{
if (string.IsNullOrWhiteSpace(userQuery))
return ExplorationScope.OpenEnded;
var q = userQuery.Trim();
var lower = q.ToLowerInvariant();
// Cowork 탭에서 문서 생성 의도가 있으면 탐색을 건너뛰고 바로 생성 도구 사용
if (!string.Equals(activeTab, "Code", StringComparison.OrdinalIgnoreCase)
&& HasDocumentCreationIntent(lower))
return ExplorationScope.DirectCreation;
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;
}
/// <summary>
/// 사용자가 문서를 새로 생성/작성하려는 의도인지 판별합니다.
/// "보고서 작성해줘", "문서 만들어줘" 등 생성 동사가 포함된 경우 true.
/// </summary>
private static bool HasDocumentCreationIntent(string lowerQuery)
{
// 생성 동사 키워드
var hasCreationVerb = ContainsAny(lowerQuery,
"작성해", "써줘", "써 줘", "만들어", "생성해", "작성 해",
"만들어줘", "만들어 줘", "생성해줘", "생성해 줘",
"write", "create", "draft", "generate", "compose",
"작성하", "작성을", "생성하", "생성을",
"리포트 써", "보고서 써", "문서 써",
"작성 부탁", "만들어 부탁");
if (!hasCreationVerb)
return false;
// 생성 대상이 문서/보고서/자료 등인지 확인
return ContainsAny(lowerQuery,
"보고서", "문서", "제안서", "리포트", "분석서", "기획서",
"report", "document", "proposal", "analysis",
"요약서", "발표자료", "ppt", "pptx", "docx", "xlsx", "excel", "word",
"표", "차트", "스프레드시트", "프레젠테이션",
"정리해", "정리 해");
}
private static void InjectExplorationScopeGuidance(List<ChatMessage> messages, ExplorationScope scope)
{
var guidance = scope switch
{
ExplorationScope.DirectCreation =>
"Exploration scope = direct-creation. The user wants to CREATE a new document/report/file. " +
"Do NOT search for existing files with glob/grep/folder_map — skip exploration entirely. " +
"Call document_plan first to outline the document structure, then immediately call the appropriate creation tool " +
"(docx_create, html_create, excel_create, markdown_create, etc.) to produce the actual file. " +
"The output MUST be a real file on disk, not a text response.",
ExplorationScope.Localized =>
"Exploration scope = localized. Start with lsp_code_intel when the request is about definitions/references/implementations/call hierarchy; otherwise use targeted file_read or grep/glob. Avoid folder_map unless the user explicitly asks for folder structure or file listing.",
ExplorationScope.TopicBased =>
"Exploration scope = topic-based. Identify candidate files by topic keywords first with glob/grep, 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)
{
// 문서 생성 모드: 탐색 도구가 1회라도 호출되면 즉시 교정
if (state.Scope == ExplorationScope.DirectCreation)
{
return string.Equals(toolName, "folder_map", StringComparison.OrdinalIgnoreCase)
|| string.Equals(toolName, "glob", StringComparison.OrdinalIgnoreCase)
|| string.Equals(toolName, "grep", StringComparison.OrdinalIgnoreCase)
|| state.TotalFilesRead >= 1;
}
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++;
}
}
}