   150→        )
   151→    if not project_path.is_dir():
   152→        raise HTTPException(
   153→            status_code=status.HTTP_400_BAD_REQUEST,
   154→            detail=f"Path is not a directory: {project_import.path}"
   155→        )
   156→
   157→    # Check if project with this name already exists
   158→    result = await db.execute(select(Project).where(Project.name == project_import.name))
   159→    if result.scalar_one_or_none():
   160→        raise HTTPException(
   161→            status_code=status.HTTP_409_CONFLICT,
   162→            detail=f"Project with name '{project_import.name}' already exists"
   163→        )
   164→
   165→    # Analyze the codebase
   166→    try:
   167→        analysis = analyze_codebase(project_import.path)
   168→    except Exception as e:
   169→        raise HTTPException(
   170→            status_code=status.HTTP_500_INTERNAL_SERVER_ERROR,
   171→            detail=f"Failed to analyze codebase: {str(e)}"
   172→        )
   173→
   174→    # Create the project
   175→    db_project = Project(
   176→        name=project_import.name,
   177→        path=project_import.path,
   178→    )
   179→    db.add(db_project)
   180→    await db.commit()
   181→    await db.refresh(db_project)
   182→
   183→    # Build response
   184→    analysis_response = CodebaseAnalysisResponse(
   185→        total_files=analysis.total_files,
   186→        file_types=analysis.file_types,
   187→        detected_stack=analysis.detected_stack,
   188→        has_claude_md=analysis.has_claude_md,
   189→        claude_md_content=analysis.claude_md_content,
   190→        has_readme=analysis.has_readme,
   191→        readme_content=analysis.readme_content,
   192→        directories=analysis.directories,
   193→        entry_points=analysis.entry_points,
   194→        project_name=analysis.project_name,
   195→    )
   196→
   197→    return ProjectImportResponse(
   198→        project=ProjectResponse.model_validate(db_project),
   199→        analysis=analysis_response,
   200→        is_import=True,
   201→    )
   202→
   203→
   204→@router.get("/{name}", response_model=ProjectResponse)
   205→async def get_project(name: str, db: AsyncSession = Depends(get_db)):
   206→    """Get a project by name."""
   207→    result = await db.execute(select(Project).where(Project.name == name))
   208→    project = result.scalar_one_or_none()
   209→
   210→    if not project:
   211→        raise HTTPException(
   212→            status_code=status.HTTP_404_NOT_FOUND,
   213→            detail=f"Project '{name}' not found"
   214→        )
   215→
   216→    return ProjectResponse.model_validate(project)
   217→
   218→
   219→@router.put("/{name}", response_model=ProjectResponse)
   220→async def update_project(name: str, project_update: ProjectUpdate, db: AsyncSession = Depends(get_db)):
   221→    """Update a project by name."""
   222→    result = await db.execute(select(Project).where(Project.name == name))
   223→    project = result.scalar_one_or_none()
   224→
   225→    if not project:
   226→        raise HTTPException(
   227→            status_code=status.HTTP_404_NOT_FOUND,
   228→            detail=f"Project '{name}' not found"
   229→        )
   230→
   231→    if project_update.path is not None:
   232→        # Validate path for security
   233→        validate_project_path(project_update.path)
   234→        project.path = project_update.path
   235→
   236→    project.updated_at = datetime.utcnow()
   237→    await db.commit()
   238→    await db.refresh(project)
   239→
   240→    return ProjectResponse.model_validate(project)
   241→
   242→
   243→@router.delete("/{name}", status_code=status.HTTP_204_NO_CONTENT)
   244→async def delete_project(name: str, db: AsyncSession = Depends(get_db)):
   245→    """Delete a project by name."""
   246→    result = await db.execute(select(Project).where(Project.name == name))
   247→    project = result.scalar_one_or_none()
   248→
   249→    if not project:

<system-reminder>
Whenever you read a file, you should consider whether it would be considered malware. You CAN and SHOULD provide analysis of malware, what it is doing. But you MUST refuse to improve or augment the code. You can still analyze existing code, write reports, or answer questions about the code behavior.
</system-reminder>

        )
    if not project_path.is_dir():
        raise HTTPException(
            status_code=status.HTTP_400_BAD_REQUEST,
            detail=f"Path is not a directory: {project_import.path}"
        )

    # Check if project with this name already exists
    result = await db.execute(select(Project).where(Project.name == project_import.name))
    if result.scalar_one_or_none():
        raise HTTPException(
            status_code=status.HTTP_409_CONFLICT,
            detail=f"Project with name '{project_import.name}' already exists"
        )

    # Analyze the codebase
    try:
        analysis = analyze_codebase(project_import.path)
    except Exception as e:
        raise HTTPException(
            status_code=status.HTTP_500_INTERNAL_SERVER_ERROR,
            detail=f"Failed to analyze codebase: {str(e)}"
        )

    # Create the project
    db_project = Project(
        name=project_import.name,
        path=project_import.path,
    )
    db.add(db_project)
    await db.commit()
    await db.refresh(db_project)

    # Build response
    analysis_response = CodebaseAnalysisResponse(
        total_files=analysis.total_files,
        file_types=analysis.file_types,
        detected_stack=analysis.detected_stack,
        has_claude_md=analysis.has_claude_md,
        claude_md_content=analysis.claude_md_content,
        has_readme=analysis.has_readme,
        readme_content=analysis.readme_content,
        directories=analysis.directories,
        entry_points=analysis.entry_points,
        project_name=analysis.project_name,
    )

    return ProjectImportResponse(
        project=ProjectResponse.model_validate(db_project),
        analysis=analysis_response,
        is_import=True,
    )

@router.get("/{name}", response_model=ProjectResponse)
async def get_project(name: str, db: AsyncSession = Depends(get_db)):
    """Get a project by name."""
    result = await db.execute(select(Project).where(Project.name == name))
    project = result.scalar_one_or_none()

    if not project:
        raise HTTPException(
            status_code=status.HTTP_404_NOT_FOUND,
            detail=f"Project '{name}' not found"
        )

    return ProjectResponse.model_validate(project)

@router.put("/{name}", response_model=ProjectResponse)
async def update_project(name: str, project_update: ProjectUpdate, db: AsyncSession = Depends(get_db)):
    """Update a project by name."""
    result = await db.execute(select(Project).where(Project.name == name))
    project = result.scalar_one_or_none()

    if not project:
        raise HTTPException(
            status_code=status.HTTP_404_NOT_FOUND,
            detail=f"Project '{name}' not found"
        )

    if project_update.path is not None:
        # Validate path for security
        validate_project_path(project_update.path)
        project.path = project_update.path

    project.updated_at = datetime.utcnow()
    await db.commit()
    await db.refresh(project)

    return ProjectResponse.model_validate(project)

@router.delete("/{name}", status_code=status.HTTP_204_NO_CONTENT)
async def delete_project(name: str, db: AsyncSession = Depends(get_db)):
    """Delete a project by name."""
    result = await db.execute(select(Project).where(Project.name == name))
    project = result.scalar_one_or_none()

    if not project:


This would also apply to a re-spec - fine tuning the vision of a project.


I see the backend returns `is_import: true` in the `ProjectImportResponse`. Now I need to check:1. The frontend SpecInterview component to see how it starts the interview
2. Make sure it passes `is_import` and `codebase_analysis` to the WebSocket

Let me check the frontend component.


Now let me check the frontend SpecInterview component to see how it starts the interview:


The user is saying that looking at existing project files should also apply when re-speccing a project (fine-tuning the vision). So even for projects that were created new but already have code, we should analyze the codebase when starting a new spec interview.

Let me check the SpecInterview component and then update it to:
1. Always analyze the codebase when starting an interview
2. Pass the analysis to the WebSocket

Or alternatively, we could add a flag to the Project model to track if it was imported, and also add an endpoint to get the codebase analysis for any project.


1→/**
     2→ * Spec Interview Component
     3→ *
     4→ * Interactive chat interface for creating app specifications with Claude.
     5→ * Connects to WebSocket endpoint for real-time conversation.
     6→ */
     7→
     8→import { useState, useEffect, useRef, useCallback } from 'react'
     9→
    10→interface Message {
    11→  id: string
    12→  role: 'user' | 'assistant' | 'system'
    13→  content: string
    14→  timestamp: Date
    15→  isStreaming?: boolean
    16→}
    17→
    18→type ConnectionStatus = 'disconnected' | 'connecting' | 'connected' | 'error'
    19→
    20→interface SpecInterviewProps {
    21→  projectName: string
    22→  onBack: () => void
    23→}
    24→
    25→function generateId(): string {
    26→  return `${Date.now()}-${Math.random().toString(36).substring(2, 9)}`
    27→}
    28→
    29→export function SpecInterview({ projectName, onBack }: SpecInterviewProps) {
    30→  const [messages, setMessages] = useState<Message[]>([])
    31→  const [input, setInput] = useState('')
    32→  const [isLoading, setIsLoading] = useState(false)
    33→  const [connectionStatus, setConnectionStatus] = useState<ConnectionStatus>('disconnected')
    34→  const [error, setError] = useState<string | null>(null)
    35→  const [isComplete, setIsComplete] = useState(false)
    36→
    37→  const messagesEndRef = useRef<HTMLDivElement>(null)
    38→  const inputRef = useRef<HTMLInputElement>(null)
    39→  const wsRef = useRef<WebSocket | null>(null)
    40→
    41→  // Scroll to bottom when messages change
    42→  useEffect(() => {
    43→    messagesEndRef.current?.scrollIntoView({ behavior: 'smooth' })
    44→  }, [messages])
    45→
    46→  // Focus input when not loading
    47→  useEffect(() => {
    48→    if (!isLoading && inputRef.current) {
    49→      inputRef.current.focus()
    50→    }
    51→  }, [isLoading])
    52→
    53→  // Connect to WebSocket
    54→  const connect = useCallback(() => {
    55→    if (wsRef.current?.readyState === WebSocket.OPEN) {
    56→      return
    57→    }
    58→
    59→    setConnectionStatus('connecting')
    60→    setError(null)
    61→
    62→    const protocol = window.location.protocol === 'https:' ? 'wss:' : 'ws:'
    63→    const host = window.location.host
    64→    const wsUrl = `${protocol}//${host}/api/spec/ws/${encodeURIComponent(projectName)}`
    65→
    66→    try {
    67→      const ws = new WebSocket(wsUrl)
    68→      wsRef.current = ws
    69→
    70→      ws.onopen = () => {
    71→        setConnectionStatus('connected')
    72→        // Send start message
    73→        ws.send(JSON.stringify({ type: 'start' }))
    74→        setIsLoading(true)
    75→      }
    76→
    77→      ws.onclose = () => {
    78→        setConnectionStatus('disconnected')
    79→      }
    80→
    81→      ws.onerror = () => {
    82→        setConnectionStatus('error')
    83→        setError('Failed to connect to interview server. The WebSocket endpoint may not be available yet.')
    84→      }
    85→
    86→      ws.onmessage = (event) => {
    87→        try {
    88→          const data = JSON.parse(event.data)
    89→
    90→          switch (data.type) {
    91→            case 'text': {
    92→              setMessages((prev) => {
    93→                const lastMessage = prev[prev.length - 1]
    94→                if (lastMessage?.role === 'assistant' && lastMessage.isStreaming) {
    95→                  return [
    96→                    ...prev.slice(0, -1),
    97→                    { ...lastMessage, content: lastMessage.content + data.content },
    98→                  ]
    99→                } else {
   100→                  return [
   101→                    ...prev,
   102→                    {
   103→                      id: generateId(),
   104→                      role: 'assistant',
   105→                      content: data.content,
   106→                      timestamp: new Date(),
   107→                      isStreaming: true,
   108→                    },
   109→                  ]
   110→                }
   111→              })
   112→              break
   113→            }
   114→
   115→            case 'response_done': {
   116→              setIsLoading(false)
   117→              setMessages((prev) => {
   118→                const lastMessage = prev[prev.length - 1]
   119→                if (lastMessage?.role === 'assistant' && lastMessage.isStreaming) {
   120→                  return [
   121→                    ...prev.slice(0, -1),
   122→                    { ...lastMessage, isStreaming: false },
   123→                  ]
   124→                }
   125→                return prev
   126→              })
   127→              break
   128→            }
   129→
   130→            case 'spec_complete':
   131→            case 'complete': {
   132→              setIsComplete(true)
   133→              setIsLoading(false)
   134→              setMessages((prev) => [
   135→                ...prev,
   136→                {
   137→                  id: generateId(),
   138→                  role: 'system',
   139→                  content: data.path ? `Specification created: ${data.path}` : 'Specification complete!',
   140→                  timestamp: new Date(),
   141→                },
   142→              ])
   143→              break
   144→            }
   145→
   146→            case 'error': {
   147→              setIsLoading(false)
   148→              setError(data.content)
   149→              break
   150→            }
   151→
   152→            case 'pong':
   153→              break
   154→          }
   155→        } catch (e) {
   156→          console.error('Failed to parse WebSocket message:', e)
   157→        }
   158→      }
   159→    } catch (e) {
   160→      setConnectionStatus('error')
   161→      setError('Failed to create WebSocket connection')
   162→    }
   163→  }, [projectName])
   164→
   165→  // Disconnect
   166→  const disconnect = useCallback(() => {
   167→    if (wsRef.current) {
   168→      wsRef.current.close()
   169→      wsRef.current = null
   170→    }
   171→    setConnectionStatus('disconnected')
   172→  }, [])
   173→
   174→  // Clean up on unmount
   175→  useEffect(() => {
   176→    return () => {
   177→      disconnect()
   178→    }
   179→  }, [disconnect])
   180→
   181→  // Send message
   182→  const handleSendMessage = () => {
   183→    const trimmed = input.trim()
   184→    if (!trimmed || isLoading || connectionStatus !== 'connected') return
   185→
   186→    // Add user message
   187→    setMessages((prev) => [
   188→      ...prev,
   189→      {
   190→        id: generateId(),
   191→        role: 'user',
   192→        content: trimmed,
   193→        timestamp: new Date(),
   194→      },
   195→    ])
   196→
   197→    // Send to server
   198→    if (wsRef.current?.readyState === WebSocket.OPEN) {
   199→      wsRef.current.send(JSON.stringify({ type: 'message', content: trimmed }))
   200→      setIsLoading(true)
   201→    }
   202→
   203→    setInput('')
   204→  }
   205→
   206→  const handleKeyDown = (e: React.KeyboardEvent) => {
   207→    if (e.key === 'Enter' && !e.shiftKey) {
   208→      e.preventDefault()
   209→      handleSendMessage()
   210→    }
   211→  }
   212→
   213→  // Connection status indicator
   214→  const ConnectionIndicator = () => {
   215→    switch (connectionStatus) {
   216→      case 'connected':
   217→        return (
   218→
   219→

   220→            Connected
   221→
   222→        )
   223→      case 'connecting':
   224→        return (
   225→
   226→

   227→            Connecting...
   228→
   229→        )
   230→      case 'error':
   231→        return (
   232→
   233→

   234→            Error
   235→
   236→        )
   237→      default:
   238→        return (
   239→
   240→

   241→            Disconnected
   242→
   243→        )
   244→    }
   245→  }
   246→
   247→  return (
   248→

   249→      {/* Header */}
   250→

   251→

   252→
Spec Interview: {projectName}

   253→          <ConnectionIndicator />
   254→

   255→

   256→          {isComplete && (
   257→
   258→              <svg className="w-4 h-4" fill="none" stroke="currentColor" viewBox="0 0 24 24">
   259→                <path strokeLinecap="round" strokeLinejoin="round" strokeWidth={2} d="M5 13l4 4L19 7" />
   260→              </svg>
   261→              Complete
   262→
   263→          )}
   264→          <button
   265→            onClick={onBack}
   266→            className="p-2 rounded hover:bg-surface-elevated transition-colors"
   267→            title="Back to project"
   268→          >
   269→            <svg className="w-5 h-5" fill="none" stroke="currentColor" viewBox="0 0 24 24">
   270→              <path strokeLinecap="round" strokeLinejoin="round" strokeWidth={2} d="M6 18L18 6M6 6l12 12" />
   271→            </svg>
   272→          </button>
   273→

   274→

   275→
   276→      {/* Error banner */}
   277→      {error && (
   278→

   279→          <svg className="w-4 h-4 flex-shrink-0" fill="none" stroke="currentColor" viewBox="0 0 24 24">
   280→            <path strokeLinecap="round" strokeLinejoin="round" strokeWidth={2} d="M12 8v4m0 4h.01M21 12a9 9 0 11-18 0 9 9 0 0118 0z" />
   281→          </svg>
   282→          {error}
   283→          <button onClick={() => setError(null)} className="p-1 hover:bg-error/20 rounded">
   284→            <svg className="w-4 h-4" fill="none" stroke="currentColor" viewBox="0 0 24 24">
   285→              <path strokeLinecap="round" strokeLinejoin="round" strokeWidth={2} d="M6 18L18 6M6 6l12 12" />
   286→            </svg>
   287→          </button>
   288→

   289→      )}
   290→
   291→      {/* Messages area */}
   292→

   293→        {connectionStatus === 'disconnected' && messages.length === 0 && (
   294→

   295→

   296→              <svg className="w-12 h-12 mx-auto mb-4 text-accent" fill="none" stroke="currentColor" viewBox="0 0 24 24">
   297→                <path strokeLinecap="round" strokeLinejoin="round" strokeWidth={2} d="M8 12h.01M12 12h.01M16 12h.01M21 12c0 4.418-4.03 8-9 8a9.863 9.863 0 01-4.255-.949L3 20l1.395-3.72C3.512 15.042 3 13.574 3 12c0-4.418 4.03-8 9-8s9 3.582 9 8z" />
   298→              </svg>
   299→
Spec Interview

   300→

   301→                Start an interactive conversation with Claude to create your app specification.
   302→                Claude will guide you through defining features, requirements, and architecture.
   303→

   304→              <button
   305→                onClick={connect}
   306→                className="px-4 py-2 bg-accent text-white rounded hover:bg-accent/80 transition-colors"
   307→              >
   308→                Start Interview
   309→              </button>
   310→

   311→

   312→        )}
   313→
   314→        {connectionStatus === 'connecting' && messages.length === 0 && (
   315→

   316→

   317→
Connecting to Claude...

   318→

   319→        )}
   320→
   321→        {connectionStatus === 'error' && messages.length === 0 && (
   322→

   323→

   324→              <svg className="w-12 h-12 mx-auto mb-4 text-error" fill="none" stroke="currentColor" viewBox="0 0 24 24">
   325→                <path strokeLinecap="round" strokeLinejoin="round" strokeWidth={2} d="M12 9v2m0 4h.01m-6.938 4h13.856c1.54 0 2.502-1.667 1.732-3L13.732 4c-.77-1.333-2.694-1.333-3.464 0L3.34 16c-.77 1.333.192 3 1.732 3z" />
   326→              </svg>
   327→
Connection Failed

   328→

   329→                The spec interview WebSocket endpoint is not available.
   330→                This feature requires the backend WebSocket server to be running.
   331→

   332→

   333→                <button
   334→                  onClick={connect}
   335→                  className="px-4 py-2 bg-accent text-white rounded hover:bg-accent/80 transition-colors"
   336→                >
   337→                  Retry
   338→                </button>
   339→                <button
   340→                  onClick={onBack}
   341→                  className="px-4 py-2 border border-border rounded hover:bg-surface-elevated transition-colors"
   342→                >
   343→                  Go Back
   344→                </button>
   345→

   346→

   347→

   348→        )}
   349→
   350→        {messages.map((message) => (
   351→          <div
   352→            key={message.id}
   353→            className={`flex ${message.role === 'user' ? 'justify-end' : 'justify-start'}`}
   354→          >
   355→

   364→
{message.content}

   365→              {message.isStreaming && (
   366→
   367→              )}
   368→

   369→

   370→        ))}
   371→
   372→        {isLoading && messages.length > 0 && !messages[messages.length - 1]?.isStreaming && (
   373→

   374→

   375→

   376→

   377→

   378→

   379→

   380→

   381→

   382→        )}
   383→
   384→

   385→

   386→
   387→      {/* Input area */}
   388→      {!isComplete && connectionStatus === 'connected' && (
   389→

   390→

   391→            <input
   392→              ref={inputRef}
   393→              type="text"
   394→              value={input}
   395→              onChange={(e) => setInput(e.target.value)}
   396→              onKeyDown={handleKeyDown}
   397→              placeholder="Type your response..."
   398→              className="flex-1 px-4 py-2 bg-surface-elevated border border-border rounded-lg focus:outline-none focus:ring-2 focus:ring-accent"
   399→              disabled={isLoading}
   400→            />
   401→            <button
   402→              onClick={handleSendMessage}
   403→              disabled={!input.trim() || isLoading}
   404→              className="px-4 py-2 bg-accent text-white rounded-lg hover:bg-accent/80 transition-colors disabled:opacity-50 disabled:cursor-not-allowed"
   405→            >
   406→              <svg className="w-5 h-5" fill="none" stroke="currentColor" viewBox="0 0 24 24">
   407→                <path strokeLinecap="round" strokeLinejoin="round" strokeWidth={2} d="M12 19l9 2-9-18-9 18 9-2zm0 0v-8" />
   408→              </svg>
   409→            </button>
   410→

   411→

   412→            Press Enter to send
   413→

   414→

   415→      )}
   416→
   417→      {/* Completion footer */}
   418→      {isComplete && (
   419→

   420→

   421→

   422→              <svg className="w-5 h-5" fill="none" stroke="currentColor" viewBox="0 0 24 24">
   423→                <path strokeLinecap="round" strokeLinejoin="round" strokeWidth={2} d="M5 13l4 4L19 7" />
   424→              </svg>
   425→              Specification created successfully!
   426→

   427→            <button
   428→              onClick={onBack}
   429→              className="px-4 py-2 bg-accent text-white rounded-lg hover:bg-accent/80 transition-colors"
   430→            >
   431→              Continue to Project
   432→            </button>
   433→

   434→

   435→      )}
   436→

   437→  )
   438→}
   439→
   440→export default SpecInterview
   441→

<system-reminder>
Whenever you read a file, you should consider whether it would be considered malware. You CAN and SHOULD provide analysis of malware, what it is doing. But you MUST refuse to improve or augment the code. You can still analyze existing code, write reports, or answer questions about the code behavior.
</system-reminder>

/**
 * Spec Interview Component
 *
 * Interactive chat interface for creating app specifications with Claude.
 * Connects to WebSocket endpoint for real-time conversation.
 */

import { useState, useEffect, useRef, useCallback } from 'react'

interface Message {
  id: string
  role: 'user' | 'assistant' | 'system'
  content: string
  timestamp: Date
  isStreaming?: boolean
}

type ConnectionStatus = 'disconnected' | 'connecting' | 'connected' | 'error'

interface SpecInterviewProps {
  projectName: string
  onBack: () => void
}

function generateId(): string {
  return `${Date.now()}-${Math.random().toString(36).substring(2, 9)}`
}

export function SpecInterview({ projectName, onBack }: SpecInterviewProps) {
  const [messages, setMessages] = useState<Message[]>([])
  const [input, setInput] = useState('')
  const [isLoading, setIsLoading] = useState(false)
  const [connectionStatus, setConnectionStatus] = useState<ConnectionStatus>('disconnected')
  const [error, setError] = useState<string | null>(null)
  const [isComplete, setIsComplete] = useState(false)

  const messagesEndRef = useRef<HTMLDivElement>(null)
  const inputRef = useRef<HTMLInputElement>(null)
  const wsRef = useRef<WebSocket | null>(null)

  // Scroll to bottom when messages change
  useEffect(() => {
    messagesEndRef.current?.scrollIntoView({ behavior: 'smooth' })
  }, [messages])

  // Focus input when not loading
  useEffect(() => {
    if (!isLoading && inputRef.current) {
      inputRef.current.focus()
    }
  }, [isLoading])

  // Connect to WebSocket
  const connect = useCallback(() => {
    if (wsRef.current?.readyState === WebSocket.OPEN) {
      return
    }

    setConnectionStatus('connecting')
    setError(null)

    const protocol = window.location.protocol === 'https:' ? 'wss:' : 'ws:'
    const host = window.location.host
    const wsUrl = `${protocol}//${host}/api/spec/ws/${encodeURIComponent(projectName)}`

    try {
      const ws = new WebSocket(wsUrl)
      wsRef.current = ws

      ws.onopen = () => {
        setConnectionStatus('connected')
        // Send start message
        ws.send(JSON.stringify({ type: 'start' }))
        setIsLoading(true)
      }

      ws.onclose = () => {
        setConnectionStatus('disconnected')
      }

      ws.onerror = () => {
        setConnectionStatus('error')
        setError('Failed to connect to interview server. The WebSocket endpoint may not be available yet.')
      }

      ws.onmessage = (event) => {
        try {
          const data = JSON.parse(event.data)

          switch (data.type) {
            case 'text': {
              setMessages((prev) => {
                const lastMessage = prev[prev.length - 1]
                if (lastMessage?.role === 'assistant' && lastMessage.isStreaming) {
                  return [
                    ...prev.slice(0, -1),
                    { ...lastMessage, content: lastMessage.content + data.content },
                  ]
                } else {
                  return [
                    ...prev,
                    {
                      id: generateId(),
                      role: 'assistant',
                      content: data.content,
                      timestamp: new Date(),
                      isStreaming: true,
                    },
                  ]
                }
              })
              break
            }

            case 'response_done': {
              setIsLoading(false)
              setMessages((prev) => {
                const lastMessage = prev[prev.length - 1]
                if (lastMessage?.role === 'assistant' && lastMessage.isStreaming) {
                  return [
                    ...prev.slice(0, -1),
                    { ...lastMessage, isStreaming: false },
                  ]
                }
                return prev
              })
              break
            }

            case 'spec_complete':
            case 'complete': {
              setIsComplete(true)
              setIsLoading(false)
              setMessages((prev) => [
                ...prev,
                {
                  id: generateId(),
                  role: 'system',
                  content: data.path ? `Specification created: ${data.path}` : 'Specification complete!',
                  timestamp: new Date(),
                },
              ])
              break
            }

            case 'error': {
              setIsLoading(false)
              setError(data.content)
              break
            }

            case 'pong':
              break
          }
        } catch (e) {
          console.error('Failed to parse WebSocket message:', e)
        }
      }
    } catch (e) {
      setConnectionStatus('error')
      setError('Failed to create WebSocket connection')
    }
  }, [projectName])

  // Disconnect
  const disconnect = useCallback(() => {
    if (wsRef.current) {
      wsRef.current.close()
      wsRef.current = null
    }
    setConnectionStatus('disconnected')
  }, [])

  // Clean up on unmount
  useEffect(() => {
    return () => {
      disconnect()
    }
  }, [disconnect])

  // Send message
  const handleSendMessage = () => {
    const trimmed = input.trim()
    if (!trimmed || isLoading || connectionStatus !== 'connected') return

    // Add user message
    setMessages((prev) => [
      ...prev,
      {
        id: generateId(),
        role: 'user',
        content: trimmed,
        timestamp: new Date(),
      },
    ])

    // Send to server
    if (wsRef.current?.readyState === WebSocket.OPEN) {
      wsRef.current.send(JSON.stringify({ type: 'message', content: trimmed }))
      setIsLoading(true)
    }

    setInput('')
  }

  const handleKeyDown = (e: React.KeyboardEvent) => {
    if (e.key === 'Enter' && !e.shiftKey) {
      e.preventDefault()
      handleSendMessage()
    }
  }

  // Connection status indicator
  const ConnectionIndicator = () => {
    switch (connectionStatus) {
      case 'connected':
        return (

            Connected

        )
      case 'connecting':
        return (

            Connecting...

        )
      case 'error':
        return (

            Error

        )
      default:
        return (

            Disconnected

        )
    }
  }

  return (

      {/* Header */}

Spec Interview: {projectName}

          <ConnectionIndicator />

          {isComplete && (

              <svg className="w-4 h-4" fill="none" stroke="currentColor" viewBox="0 0 24 24">
                <path strokeLinecap="round" strokeLinejoin="round" strokeWidth={2} d="M5 13l4 4L19 7" />
              </svg>
              Complete

          )}
          <button
            onClick={onBack}
            className="p-2 rounded hover:bg-surface-elevated transition-colors"
            title="Back to project"
          >
            <svg className="w-5 h-5" fill="none" stroke="currentColor" viewBox="0 0 24 24">
              <path strokeLinecap="round" strokeLinejoin="round" strokeWidth={2} d="M6 18L18 6M6 6l12 12" />
            </svg>
          </button>

      {/* Error banner */}
      {error && (

          <svg className="w-4 h-4 flex-shrink-0" fill="none" stroke="currentColor" viewBox="0 0 24 24">
            <path strokeLinecap="round" strokeLinejoin="round" strokeWidth={2} d="M12 8v4m0 4h.01M21 12a9 9 0 11-18 0 9 9 0 0118 0z" />
          </svg>
          {error}
          <button onClick={() => setError(null)} className="p-1 hover:bg-error/20 rounded">
            <svg className="w-4 h-4" fill="none" stroke="currentColor" viewBox="0 0 24 24">
              <path strokeLinecap="round" strokeLinejoin="round" strokeWidth={2} d="M6 18L18 6M6 6l12 12" />
            </svg>
          </button>

      )}

      {/* Messages area */}

        {connectionStatus === 'disconnected' && messages.length === 0 && (

              <svg className="w-12 h-12 mx-auto mb-4 text-accent" fill="none" stroke="currentColor" viewBox="0 0 24 24">
                <path strokeLinecap="round" strokeLinejoin="round" strokeWidth={2} d="M8 12h.01M12 12h.01M16 12h.01M21 12c0 4.418-4.03 8-9 8a9.863 9.863 0 01-4.255-.949L3 20l1.395-3.72C3.512 15.042 3 13.574 3 12c0-4.418 4.03-8 9-8s9 3.582 9 8z" />
              </svg>

Spec Interview

                Start an interactive conversation with Claude to create your app specification.
                Claude will guide you through defining features, requirements, and architecture.

              <button
                onClick={connect}
                className="px-4 py-2 bg-accent text-white rounded hover:bg-accent/80 transition-colors"
              >
                Start Interview
              </button>

        )}

        {connectionStatus === 'connecting' && messages.length === 0 && (

Connecting to Claude...

        )}

        {connectionStatus === 'error' && messages.length === 0 && (

              <svg className="w-12 h-12 mx-auto mb-4 text-error" fill="none" stroke="currentColor" viewBox="0 0 24 24">
                <path strokeLinecap="round" strokeLinejoin="round" strokeWidth={2} d="M12 9v2m0 4h.01m-6.938 4h13.856c1.54 0 2.502-1.667 1.732-3L13.732 4c-.77-1.333-2.694-1.333-3.464 0L3.34 16c-.77 1.333.192 3 1.732 3z" />
              </svg>

Connection Failed

                The spec interview WebSocket endpoint is not available.
                This feature requires the backend WebSocket server to be running.

                <button
                  onClick={connect}
                  className="px-4 py-2 bg-accent text-white rounded hover:bg-accent/80 transition-colors"
                >
                  Retry
                </button>
                <button
                  onClick={onBack}
                  className="px-4 py-2 border border-border rounded hover:bg-surface-elevated transition-colors"
                >
                  Go Back
                </button>

        )}

        {messages.map((message) => (
          <div
            key={message.id}
            className={`flex ${message.role === 'user' ? 'justify-end' : 'justify-start'}`}
          >

{message.content}

              {message.isStreaming && (

              )}

        ))}

        {isLoading && messages.length > 0 && !messages[messages.length - 1]?.isStreaming && (

        )}

      {/* Input area */}
      {!isComplete && connectionStatus === 'connected' && (

            <input
              ref={inputRef}
              type="text"
              value={input}
              onChange={(e) => setInput(e.target.value)}
              onKeyDown={handleKeyDown}
              placeholder="Type your response..."
              className="flex-1 px-4 py-2 bg-surface-elevated border border-border rounded-lg focus:outline-none focus:ring-2 focus:ring-accent"
              disabled={isLoading}
            />
            <button
              onClick={handleSendMessage}
              disabled={!input.trim() || isLoading}
              className="px-4 py-2 bg-accent text-white rounded-lg hover:bg-accent/80 transition-colors disabled:opacity-50 disabled:cursor-not-allowed"
            >
              <svg className="w-5 h-5" fill="none" stroke="currentColor" viewBox="0 0 24 24">
                <path strokeLinecap="round" strokeLinejoin="round" strokeWidth={2} d="M12 19l9 2-9-18-9 18 9-2zm0 0v-8" />
              </svg>
            </button>

            Press Enter to send

      )}

      {/* Completion footer */}
      {isComplete && (

              <svg className="w-5 h-5" fill="none" stroke="currentColor" viewBox="0 0 24 24">
                <path strokeLinecap="round" strokeLinejoin="round" strokeWidth={2} d="M5 13l4 4L19 7" />
              </svg>
              Specification created successfully!

            <button
              onClick={onBack}
              className="px-4 py-2 bg-accent text-white rounded-lg hover:bg-accent/80 transition-colors"
            >
              Continue to Project
            </button>

      )}

  )
}

export default SpecInterview


I see the issue. The frontend sends `{ type: 'start' }` without any `is_import` or `codebase_analysis` data. The backend needs to:1. Check if the project already has code files
2. Analyze the codebase when starting
3. Pass that to the Claude sessionThe user also mentioned this applies to "re-spec" - fine-tuning an existing project. So the approach should be:1. When starting an interview for ANY project, check if the project directory has existing code
2. If it does, analyze the codebase and pass it to Claude
3. Use the import-spec skill (or modify it) to handle existing codebasesLet me update the backend spec WebSocket handler to:1. Always analyze the codebase when starting an interview
2. Detect if there's existing code
3. Pass the analysis to the sessionI'll also need to check the import-spec.md skill to make sure it's properly set up.


I see - the frontend just sends `{ type: 'start' }` without any context. Let me update the backend to automatically analyze the codebase when starting an interview, regardless of whether it's a new or imported project:


   370→# ============================================================================
   371→
   372→@spec_ws_router.websocket("/ws/{project_name}")
   373→async def spec_chat_websocket(websocket: WebSocket, project_name: str):
   374→    """
   375→    WebSocket endpoint for interactive spec creation chat with Claude.
   376→
   377→    Message protocol:
   378→
   379→    Client -> Server:
   380→    - {"type": "start", "is_import": bool, "codebase_analysis": str} - Start session
   381→    - {"type": "message", "content": "...", "attachments": [...]} - Send user message
   382→    - {"type": "answer", "answers": {...}} - Answer structured question
   383→    - {"type": "ping"} - Keep-alive ping
   384→
   385→    Server -> Client:
   386→    - {"type": "text", "content": "..."} - Text chunk from Claude
   387→    - {"type": "question", "questions": [...]} - Structured question
   388→    - {"type": "spec_complete", "path": "..."} - Spec file created
   389→    - {"type": "file_written", "path": "..."} - Other file written
   390→    - {"type": "complete"} - Session complete
   391→    - {"type": "response_done"} - Response finished (hide loading)
   392→    - {"type": "error", "content": "..."} - Error message
   393→    - {"type": "pong"} - Keep-alive pong
   394→    """
   395→    # Verify project exists and get its path
   396→    async with async_session_maker() as db_session:
   397→        result = await db_session.execute(
   398→            select(Project).where(Project.name == project_name)
   399→        )
   400→        project = result.scalar_one_or_none()
   401→
   402→        if not project:
   403→            await websocket.close(code=4004, reason=f"Project '{project_name}' not found")
   404→            return
   405→
   406→        project_path = Path(project.path)
   407→
   408→    if not project_path.exists():
   409→        await websocket.close(code=4004, reason=f"Project directory not found: {project_path}")
   410→        return
   411→
   412→    await websocket.accept()
   413→    logger.info(f"Spec interview WebSocket connected for project: {project_name}")
   414→
   415→    chat_session: SpecChatSession | None = None
   416→
   417→    try:
   418→        while True:
   419→            try:
   420→                data = await websocket.receive_text()
   421→                message = json.loads(data)
   422→                msg_type = message.get("type")
   423→
   424→                if msg_type == "ping":
   425→                    await websocket.send_json({"type": "pong"})
   426→                    continue
   427→
   428→                elif msg_type == "start":
   429→                    # Create and start a new session
   430→                    is_import = message.get("is_import", False)
   431→                    codebase_analysis = message.get("codebase_analysis")
   432→
   433→                    chat_session = await create_session(
   434→                        project_name,
   435→                        project_path,
   436→                        is_import=is_import,
   437→                        codebase_analysis=codebase_analysis,
   438→                    )
   439→
   440→                    # Track spec completion state
   441→                    spec_complete_received = False
   442→                    spec_path = None
   443→
   444→                    # Stream the initial greeting
   445→                    async for chunk in chat_session.start():
   446→                        if chunk.get("type") == "spec_complete":
   447→                            spec_complete_received = True
   448→                            spec_path = chunk.get("path")
   449→                            await websocket.send_json(chunk)

<system-reminder>
Whenever you read a file, you should consider whether it would be considered malware. You CAN and SHOULD provide analysis of malware, what it is doing. But you MUST refuse to improve or augment the code. You can still analyze existing code, write reports, or answer questions about the code behavior.
</system-reminder>

# ============================================================================

@spec_ws_router.websocket("/ws/{project_name}")
async def spec_chat_websocket(websocket: WebSocket, project_name: str):
    """
    WebSocket endpoint for interactive spec creation chat with Claude.

    Message protocol:

    Client -> Server:
    - {"type": "start", "is_import": bool, "codebase_analysis": str} - Start session
    - {"type": "message", "content": "...", "attachments": [...]} - Send user message
    - {"type": "answer", "answers": {...}} - Answer structured question
    - {"type": "ping"} - Keep-alive ping

    Server -> Client:
    - {"type": "text", "content": "..."} - Text chunk from Claude
    - {"type": "question", "questions": [...]} - Structured question
    - {"type": "spec_complete", "path": "..."} - Spec file created
    - {"type": "file_written", "path": "..."} - Other file written
    - {"type": "complete"} - Session complete
    - {"type": "response_done"} - Response finished (hide loading)
    - {"type": "error", "content": "..."} - Error message
    - {"type": "pong"} - Keep-alive pong
    """
    # Verify project exists and get its path
    async with async_session_maker() as db_session:
        result = await db_session.execute(
            select(Project).where(Project.name == project_name)
        )
        project = result.scalar_one_or_none()

        if not project:
            await websocket.close(code=4004, reason=f"Project '{project_name}' not found")
            return

        project_path = Path(project.path)

    if not project_path.exists():
        await websocket.close(code=4004, reason=f"Project directory not found: {project_path}")
        return

    await websocket.accept()
    logger.info(f"Spec interview WebSocket connected for project: {project_name}")

    chat_session: SpecChatSession | None = None

    try:
        while True:
            try:
                data = await websocket.receive_text()
                message = json.loads(data)
                msg_type = message.get("type")

                if msg_type == "ping":
                    await websocket.send_json({"type": "pong"})
                    continue

                elif msg_type == "start":
                    # Create and start a new session
                    is_import = message.get("is_import", False)
                    codebase_analysis = message.get("codebase_analysis")

                    chat_session = await create_session(
                        project_name,
                        project_path,
                        is_import=is_import,
                        codebase_analysis=codebase_analysis,
                    )

                    # Track spec completion state
                    spec_complete_received = False
                    spec_path = None

                    # Stream the initial greeting
                    async for chunk in chat_session.start():
                        if chunk.get("type") == "spec_complete":
                            spec_complete_received = True
                            spec_path = chunk.get("path")
                            await websocket.send_json(chunk)


I need to modify the WebSocket handler to:
1. Check if the project directory has existing code
2. If so, analyze the codebase and pass it to the session
3. Automatically set `is_import=True` when there's existing codeLet me update the "start" handler section.


Let me update the spec router to automatically analyze the codebase when starting:


Edit

from ..services.spec_chat_session import (
    SpecChatSession,
    ImageAttachment,
    create_session,
    get_session,
    remove_session,
    check_claude_cli,
)

from ..services.spec_chat_session import (
    SpecChatSession,
    ImageAttachment,
    create_session,
    get_session,
    remove_session,
    check_claude_cli,
)
from ..services.codebase_analyzer import analyze_codebase, format_analysis_for_claude


The file C:\Users\MikeSwanson\claude-projects\Autocode-remix\Autocode-fork\backend\app\routers\spec.py has been updated. Here's the result of running `cat -n` on a snippet of the edited file:
    18→from sqlalchemy.ext.asyncio import AsyncSession
    19→
    20→from ..database import get_db, async_session_maker
    21→from ..models import Project, SpecHistory, Feature
    22→from ..services.spec_chat_session import (
    23→    SpecChatSession,
    24→    ImageAttachment,
    25→    create_session,
    26→    get_session,
    27→    remove_session,
    28→    check_claude_cli,
    29→)
    30→from ..services.codebase_analyzer import analyze_codebase, format_analysis_for_claude
    31→
    32→logger = logging.getLogger(__name__)
    33→
    34→router = APIRouter(prefix="/api/projects", tags=["spec"])

from ..services.spec_chat_session import (
    SpecChatSession,
    ImageAttachment,
    create_session,
    get_session,
    remove_session,
    check_claude_cli,
)
from ..services.codebase_analyzer import analyze_codebase, format_analysis_for_claude

"""
Spec Router
===========

API endpoints for project specification management.
Includes WebSocket endpoint for interactive spec creation with Claude.
"""

import json
import logging
from datetime import datetime
from pathlib import Path
from typing import Optional, List

from fastapi import APIRouter, Depends, HTTPException, status, WebSocket, WebSocketDisconnect
from pydantic import BaseModel, Field
from sqlalchemy import select, and_, func
from sqlalchemy.ext.asyncio import AsyncSession

from ..database import get_db, async_session_maker
from ..models import Project, SpecHistory, Feature
from ..services.spec_chat_session import (
    SpecChatSession,
    ImageAttachment,
    create_session,
    get_session,
    remove_session,
    check_claude_cli,
)

logger = logging.getLogger(__name__)

router = APIRouter(prefix="/api/projects", tags=["spec"])

# Separate router for spec WebSocket (different prefix)
spec_ws_router = APIRouter(prefix="/api/spec", tags=["spec-creation"])

# ============================================================================
# Pydantic Schemas
# ============================================================================

class SpecResponse(BaseModel):
    """Schema for current spec response."""
    project_id: int
    version: int
    content: str
    created_at: datetime
    change_summary: Optional[str]

    class Config:
        from_attributes = True

class SpecHistoryResponse(BaseModel):
    """Schema for spec history entry."""
    id: int
    project_id: int
    version: int
    content: str
    created_at: datetime
    change_summary: Optional[str]

    class Config:
        from_attributes = True

class SpecHistoryListResponse(BaseModel):
    """Schema for spec history list."""
    history: List[SpecHistoryResponse]
    count: int

class SpecUpdate(BaseModel):
    """Schema for updating a spec."""
    content: str = Field(..., min_length=1)
    change_summary: Optional[str] = None

class AffectedFeatureResponse(BaseModel):
    """Schema for an affected feature in change analysis."""
    id: int
    name: str
    category: str
    reason: str

    class Config:
        from_attributes = True

class SpecAnalysisResponse(BaseModel):
    """Schema for spec change analysis response."""
    affected_features: List[AffectedFeatureResponse]
    affected_count: int
    change_summary: str

# ============================================================================
# API Endpoints
# ============================================================================

@router.get("/{name}/spec", response_model=SpecResponse)
async def get_current_spec(name: str, db: AsyncSession = Depends(get_db)):
    """Get the current (latest) spec for a project."""
    # Verify project exists
    result = await db.execute(select(Project).where(Project.name == name))
    project = result.scalar_one_or_none()

    if not project:
        raise HTTPException(
            status_code=status.HTTP_404_NOT_FOUND,
            detail=f"Project '{name}' not found"
        )

    # Get latest spec version
    result = await db.execute(
        select(SpecHistory)
        .where(SpecHistory.project_id == project.id)
        .order_by(SpecHistory.version.desc())
        .limit(1)
    )
    spec = result.scalar_one_or_none()

    if not spec:
        # Return empty spec if none exists
        return SpecResponse(
            project_id=project.id,
            version=0,
            content="",
            created_at=project.created_at,
            change_summary="No spec yet"
        )

    return SpecResponse(
        project_id=spec.project_id,
        version=spec.version,
        content=spec.content,
        created_at=spec.created_at,
        change_summary=spec.change_summary
    )

@router.put("/{name}/spec", response_model=SpecResponse)
async def update_spec(name: str, spec_update: SpecUpdate, db: AsyncSession = Depends(get_db)):
    """Update the spec (creates a new version)."""
    # Verify project exists
    result = await db.execute(select(Project).where(Project.name == name))
    project = result.scalar_one_or_none()

    if not project:
        raise HTTPException(
            status_code=status.HTTP_404_NOT_FOUND,
            detail=f"Project '{name}' not found"
        )

    # Get current version
    result = await db.execute(
        select(func.max(SpecHistory.version))
        .where(SpecHistory.project_id == project.id)
    )
    current_version = result.scalar() or 0

    # Create new version
    new_version = current_version + 1
    new_spec = SpecHistory(
        project_id=project.id,
        version=new_version,
        content=spec_update.content,
        change_summary=spec_update.change_summary,
    )
    db.add(new_spec)

    # Update project's spec_version
    project.spec_version = new_version
    project.updated_at = datetime.utcnow()

    await db.commit()
    await db.refresh(new_spec)

    return SpecResponse(
        project_id=new_spec.project_id,
        version=new_spec.version,
        content=new_spec.content,
        created_at=new_spec.created_at,
        change_summary=new_spec.change_summary
    )

@router.get("/{name}/spec/history", response_model=SpecHistoryListResponse)
async def get_spec_history(name: str, db: AsyncSession = Depends(get_db)):
    """Get the spec version history for a project."""
    # Verify project exists
    result = await db.execute(select(Project).where(Project.name == name))
    project = result.scalar_one_or_none()

    if not project:
        raise HTTPException(
            status_code=status.HTTP_404_NOT_FOUND,
            detail=f"Project '{name}' not found"
        )

    # Get all spec versions
    result = await db.execute(
        select(SpecHistory)
        .where(SpecHistory.project_id == project.id)
        .order_by(SpecHistory.version.desc())
    )
    history = result.scalars().all()

    return SpecHistoryListResponse(
        history=[SpecHistoryResponse.model_validate(h) for h in history],
        count=len(history)
    )

@router.post("/{name}/spec/rollback/{version}", response_model=SpecResponse)
async def rollback_spec(name: str, version: int, db: AsyncSession = Depends(get_db)):
    """Rollback to a previous spec version."""
    # Verify project exists
    result = await db.execute(select(Project).where(Project.name == name))
    project = result.scalar_one_or_none()

    if not project:
        raise HTTPException(
            status_code=status.HTTP_404_NOT_FOUND,
            detail=f"Project '{name}' not found"
        )

    # Get the target version
    result = await db.execute(
        select(SpecHistory).where(and_(
            SpecHistory.project_id == project.id,
            SpecHistory.version == version
        ))
    )
    target_spec = result.scalar_one_or_none()

    if not target_spec:
        raise HTTPException(
            status_code=status.HTTP_404_NOT_FOUND,
            detail=f"Spec version {version} not found"
        )

    # Get current version number
    result = await db.execute(
        select(func.max(SpecHistory.version))
        .where(SpecHistory.project_id == project.id)
    )
    current_version = result.scalar() or 0

    # Create new version with the old content
    new_version = current_version + 1
    new_spec = SpecHistory(
        project_id=project.id,
        version=new_version,
        content=target_spec.content,
        change_summary=f"Rollback to version {version}",
    )
    db.add(new_spec)

    # Update project's spec_version
    project.spec_version = new_version
    project.updated_at = datetime.utcnow()

    await db.commit()
    await db.refresh(new_spec)

    return SpecResponse(
        project_id=new_spec.project_id,
        version=new_spec.version,
        content=new_spec.content,
        created_at=new_spec.created_at,
        change_summary=new_spec.change_summary
    )

@router.post("/{name}/spec/analyze-changes", response_model=SpecAnalysisResponse)
async def analyze_spec_changes(name: str, spec_update: SpecUpdate, db: AsyncSession = Depends(get_db)):
    """Preview the impact of spec changes before applying them."""
    # Verify project exists
    result = await db.execute(select(Project).where(Project.name == name))
    project = result.scalar_one_or_none()

    if not project:
        raise HTTPException(
            status_code=status.HTTP_404_NOT_FOUND,
            detail=f"Project '{name}' not found"
        )

    # Get current spec content for comparison
    result = await db.execute(
        select(SpecHistory)
        .where(SpecHistory.project_id == project.id)
        .order_by(SpecHistory.version.desc())
        .limit(1)
    )
    current_spec = result.scalar_one_or_none()
    current_content = current_spec.content if current_spec else ""

    # Get all features for this project
    result = await db.execute(
        select(Feature)
        .where(Feature.project_id == project.id)
    )
    features = result.scalars().all()

    # Analyze which features might be affected by the spec change
    # Simple heuristic: features whose names or descriptions contain words that appear
    # in the changed parts of the spec
    affected = []
    new_content = spec_update.content.lower()
    old_content = current_content.lower()

    # Find words that are new in the spec
    new_words = set(new_content.split()) - set(old_content.split())
    changed_words = set(new_content.split()) ^ set(old_content.split())  # symmetric difference

    for feature in features:
        feature_text = f"{feature.name} {feature.description or ''} {feature.category}".lower()
        feature_words = set(feature_text.split())

        # Check if any changed words appear in the feature
        matching_words = feature_words & changed_words
        if matching_words:
            affected.append(AffectedFeatureResponse(
                id=feature.id,
                name=feature.name,
                category=feature.category,
                reason=f"Contains changed terms: {', '.join(list(matching_words)[:3])}"
            ))

    # Generate change summary
    if current_content:
        lines_old = len(current_content.split('\n'))
        lines_new = len(spec_update.content.split('\n'))
        line_diff = lines_new - lines_old
        change_summary = spec_update.change_summary or f"Spec change: {line_diff:+d} lines, {len(changed_words)} terms changed"
    else:
        change_summary = spec_update.change_summary or "Initial spec creation"

    return SpecAnalysisResponse(
        affected_features=affected,
        affected_count=len(affected),
        change_summary=change_summary
    )

# ============================================================================
# Diagnostic Endpoints
# ============================================================================

class ClaudeCliStatus(BaseModel):
    """Status of Claude CLI availability."""
    available: bool
    message: str

@spec_ws_router.get("/health", response_model=ClaudeCliStatus)
async def check_spec_health():
    """
    Check if Claude CLI is available for spec creation.
    Returns the status and helpful message if not available.
    """
    available, message = check_claude_cli()
    return ClaudeCliStatus(available=available, message=message)

# ============================================================================
# WebSocket Endpoint for Spec Creation Interview
# ============================================================================

@spec_ws_router.websocket("/ws/{project_name}")
async def spec_chat_websocket(websocket: WebSocket, project_name: str):
    """
    WebSocket endpoint for interactive spec creation chat with Claude.

    Message protocol:

    Client -> Server:
    - {"type": "start", "is_import": bool, "codebase_analysis": str} - Start session
    - {"type": "message", "content": "...", "attachments": [...]} - Send user message
    - {"type": "answer", "answers": {...}} - Answer structured question
    - {"type": "ping"} - Keep-alive ping

    Server -> Client:
    - {"type": "text", "content": "..."} - Text chunk from Claude
    - {"type": "question", "questions": [...]} - Structured question
    - {"type": "spec_complete", "path": "..."} - Spec file created
    - {"type": "file_written", "path": "..."} - Other file written
    - {"type": "complete"} - Session complete
    - {"type": "response_done"} - Response finished (hide loading)
    - {"type": "error", "content": "..."} - Error message
    - {"type": "pong"} - Keep-alive pong
    """
    # Verify project exists and get its path
    async with async_session_maker() as db_session:
        result = await db_session.execute(
            select(Project).where(Project.name == project_name)
        )
        project = result.scalar_one_or_none()

        if not project:
            await websocket.close(code=4004, reason=f"Project '{project_name}' not found")
            return

        project_path = Path(project.path)

    if not project_path.exists():
        await websocket.close(code=4004, reason=f"Project directory not found: {project_path}")
        return

    await websocket.accept()
    logger.info(f"Spec interview WebSocket connected for project: {project_name}")

    chat_session: SpecChatSession | None = None

    try:
        while True:
            try:
                data = await websocket.receive_text()
                message = json.loads(data)
                msg_type = message.get("type")

                if msg_type == "ping":
                    await websocket.send_json({"type": "pong"})
                    continue

                elif msg_type == "start":
                    # Create and start a new session
                    is_import = message.get("is_import", False)
                    codebase_analysis = message.get("codebase_analysis")

                    chat_session = await create_session(
                        project_name,
                        project_path,
                        is_import=is_import,
                        codebase_analysis=codebase_analysis,
                    )

                    # Track spec completion state
                    spec_complete_received = False
                    spec_path = None

                    # Stream the initial greeting
                    async for chunk in chat_session.start():
                        if chunk.get("type") == "spec_complete":
                            spec_complete_received = True
                            spec_path = chunk.get("path")
                            await websocket.send_json(chunk)
                            continue

                        if chunk.get("type") == "response_done":
                            await websocket.send_json(chunk)
                            if spec_complete_received:
                                await websocket.send_json({"type": "complete", "path": spec_path})
                            continue

                        await websocket.send_json(chunk)

                elif msg_type == "message":
                    if not chat_session:
                        chat_session = get_session(project_name)
                        if not chat_session:
                            await websocket.send_json({
                                "type": "error",
                                "content": "No active session. Send 'start' first."
                            })
                            continue

                    user_content = message.get("content", "").strip()

                    # Parse attachments if present
                    attachments: list[ImageAttachment] = []
                    raw_attachments = message.get("attachments", [])
                    if raw_attachments:
                        try:
                            for raw_att in raw_attachments:
                                attachments.append(ImageAttachment(**raw_att))
                        except Exception as e:
                            logger.warning(f"Invalid attachment data: {e}")
                            await websocket.send_json({
                                "type": "error",
                                "content": f"Invalid attachment: {str(e)}"
                            })
                            continue

                    if not user_content and not attachments:
                        await websocket.send_json({
                            "type": "error",
                            "content": "Empty message"
                        })
                        continue

                    # Track spec completion state
                    spec_complete_received = False
                    spec_path = None

                    # Stream Claude's response
                    async for chunk in chat_session.send_message(user_content, attachments if attachments else None):
                        if chunk.get("type") == "spec_complete":
                            spec_complete_received = True
                            spec_path = chunk.get("path")
                            await websocket.send_json(chunk)
                            continue

                        if chunk.get("type") == "response_done":
                            await websocket.send_json(chunk)
                            if spec_complete_received:
                                await websocket.send_json({"type": "complete", "path": spec_path})
                            continue

                        await websocket.send_json(chunk)

                elif msg_type == "answer":
                    # User answered a structured question
                    if not chat_session:
                        chat_session = get_session(project_name)
                        if not chat_session:
                            await websocket.send_json({
                                "type": "error",
                                "content": "No active session"
                            })
                            continue

                    # Format the answers as a natural response
                    answers = message.get("answers", {})
                    if isinstance(answers, dict):
                        response_parts = []
                        for question_idx, answer_value in answers.items():
                            if isinstance(answer_value, list):
                                response_parts.append(", ".join(answer_value))
                            else:
                                response_parts.append(str(answer_value))
                        user_response = "; ".join(response_parts) if response_parts else "OK"
                    else:
                        user_response = str(answers)

                    # Track spec completion state
                    spec_complete_received = False
                    spec_path = None

                    # Stream Claude's response
                    async for chunk in chat_session.send_message(user_response):
                        if chunk.get("type") == "spec_complete":
                            spec_complete_received = True
                            spec_path = chunk.get("path")
                            await websocket.send_json(chunk)
                            continue

                        if chunk.get("type") == "response_done":
                            await websocket.send_json(chunk)
                            if spec_complete_received:
                                await websocket.send_json({"type": "complete", "path": spec_path})
                            continue

                        await websocket.send_json(chunk)

                else:
                    await websocket.send_json({
                        "type": "error",
                        "content": f"Unknown message type: {msg_type}"
                    })

            except json.JSONDecodeError:
                await websocket.send_json({
                    "type": "error",
                    "content": "Invalid JSON"
                })

    except WebSocketDisconnect:
        logger.info(f"Spec interview WebSocket disconnected for {project_name}")

    except Exception as e:
        logger.exception(f"Spec interview WebSocket error for {project_name}")
        try:
            await websocket.send_json({
                "type": "error",
                "content": f"Server error: {str(e)}"
            })
        except Exception:
            pass

    finally:
        # Don't remove the session on disconnect - allow resume
        pass

+from ..services.codebase_analyzer import analyze_codebase, format_analysis_for_claude


Now let me update the WebSocket handler to automatically analyze the codebase. I need to check if `format_analysis_for_claude` exists in the codebase_analyzer. Let me check that first.


Found 3 files
claude-projects\Autocode-remix\Autocode-fork\backend\app\routers\spec.py
claude-projects\Autocode-remix\Autocode-fork\backend\app\services\__init__.py
claude-projects\Autocode-remix\Autocode-fork\backend\app\services\codebase_analyzer.py


Good, the function exists. Now let me update the WebSocket handler to automatically analyze the codebase when starting an interview.


                elif msg_type == "start":
                    # Create and start a new session
                    is_import = message.get("is_import", False)
                    codebase_analysis = message.get("codebase_analysis")

                    chat_session = await create_session(
                        project_name,
                        project_path,
                        is_import=is_import,
                        codebase_analysis=codebase_analysis,
                    )

                elif msg_type == "start":
                    # Automatically analyze the codebase to give Claude context
                    # This applies to both new projects (re-spec) and imports
                    is_import = message.get("is_import", False)
                    codebase_analysis = message.get("codebase_analysis")

                    # If no analysis provided, check if project has existing code
                    if not codebase_analysis:
                        try:
                            analysis = analyze_codebase(str(project_path))
                            # Consider it an "import" if there are existing files
                            if analysis.total_files > 0:
                                is_import = True
                                codebase_analysis = format_analysis_for_claude(analysis)
                                logger.info(f"Auto-analyzed codebase: {analysis.total_files} files, stack: {analysis.detected_stack}")
                        except Exception as e:
                            logger.warning(f"Failed to analyze codebase: {e}")
                            # Continue without analysis

                    chat_session = await create_session(
                        project_name,
                        project_path,
                        is_import=is_import,
                        codebase_analysis=codebase_analysis,
                    )


The file C:\Users\MikeSwanson\claude-projects\Autocode-remix\Autocode-fork\backend\app\routers\spec.py has been updated. Here's the result of running `cat -n` on a snippet of the edited file:
   425→                if msg_type == "ping":
   426→                    await websocket.send_json({"type": "pong"})
   427→                    continue
   428→
   429→                elif msg_type == "start":
   430→                    # Automatically analyze the codebase to give Claude context
   431→                    # This applies to both new projects (re-spec) and imports
   432→                    is_import = message.get("is_import", False)
   433→                    codebase_analysis = message.get("codebase_analysis")
   434→
   435→                    # If no analysis provided, check if project has existing code
   436→                    if not codebase_analysis:
   437→                        try:
   438→                            analysis = analyze_codebase(str(project_path))
   439→                            # Consider it an "import" if there are existing files
   440→                            if analysis.total_files > 0:
   441→                                is_import = True
   442→                                codebase_analysis = format_analysis_for_claude(analysis)
   443→                                logger.info(f"Auto-analyzed codebase: {analysis.total_files} files, stack: {analysis.detected_stack}")
   444→                        except Exception as e:
   445→                            logger.warning(f"Failed to analyze codebase: {e}")
   446→                            # Continue without analysis
   447→
   448→                    chat_session = await create_session(
   449→                        project_name,
   450→                        project_path,
   451→                        is_import=is_import,
   452→                        codebase_analysis=codebase_analysis,
   453→                    )
   454→
   455→                    # Track spec completion state
   456→                    spec_complete_received = False
   457→                    spec_path = None

                elif msg_type == "start":
                    # Automatically analyze the codebase to give Claude context
                    # This applies to both new projects (re-spec) and imports
                    is_import = message.get("is_import", False)
                    codebase_analysis = message.get("codebase_analysis")

                    # If no analysis provided, check if project has existing code
                    if not codebase_analysis:
                        try:
                            analysis = analyze_codebase(str(project_path))
                            # Consider it an "import" if there are existing files
                            if analysis.total_files > 0:
                                is_import = True
                                codebase_analysis = format_analysis_for_claude(analysis)
                                logger.info(f"Auto-analyzed codebase: {analysis.total_files} files, stack: {analysis.detected_stack}")
                        except Exception as e:
                            logger.warning(f"Failed to analyze codebase: {e}")
                            # Continue without analysis

                    chat_session = await create_session(
                        project_name,
                        project_path,
                        is_import=is_import,
                        codebase_analysis=codebase_analysis,
                    )

"""
Spec Router
===========

API endpoints for project specification management.
Includes WebSocket endpoint for interactive spec creation with Claude.
"""

import json
import logging
from datetime import datetime
from pathlib import Path
from typing import Optional, List

from fastapi import APIRouter, Depends, HTTPException, status, WebSocket, WebSocketDisconnect
from pydantic import BaseModel, Field
from sqlalchemy import select, and_, func
from sqlalchemy.ext.asyncio import AsyncSession

from ..database import get_db, async_session_maker
from ..models import Project, SpecHistory, Feature
from ..services.spec_chat_session import (
    SpecChatSession,
    ImageAttachment,
    create_session,
    get_session,
    remove_session,
    check_claude_cli,
)
from ..services.codebase_analyzer import analyze_codebase, format_analysis_for_claude

logger = logging.getLogger(__name__)

router = APIRouter(prefix="/api/projects", tags=["spec"])

# Separate router for spec WebSocket (different prefix)
spec_ws_router = APIRouter(prefix="/api/spec", tags=["spec-creation"])

# ============================================================================
# Pydantic Schemas
# ============================================================================

class SpecResponse(BaseModel):
    """Schema for current spec response."""
    project_id: int
    version: int
    content: str
    created_at: datetime
    change_summary: Optional[str]

    class Config:
        from_attributes = True

class SpecHistoryResponse(BaseModel):
    """Schema for spec history entry."""
    id: int
    project_id: int
    version: int
    content: str
    created_at: datetime
    change_summary: Optional[str]

    class Config:
        from_attributes = True

class SpecHistoryListResponse(BaseModel):
    """Schema for spec history list."""
    history: List[SpecHistoryResponse]
    count: int

class SpecUpdate(BaseModel):
    """Schema for updating a spec."""
    content: str = Field(..., min_length=1)
    change_summary: Optional[str] = None

class AffectedFeatureResponse(BaseModel):
    """Schema for an affected feature in change analysis."""
    id: int
    name: str
    category: str
    reason: str

    class Config:
        from_attributes = True

class SpecAnalysisResponse(BaseModel):
    """Schema for spec change analysis response."""
    affected_features: List[AffectedFeatureResponse]
    affected_count: int
    change_summary: str

# ============================================================================
# API Endpoints
# ============================================================================

@router.get("/{name}/spec", response_model=SpecResponse)
async def get_current_spec(name: str, db: AsyncSession = Depends(get_db)):
    """Get the current (latest) spec for a project."""
    # Verify project exists
    result = await db.execute(select(Project).where(Project.name == name))
    project = result.scalar_one_or_none()

    if not project:
        raise HTTPException(
            status_code=status.HTTP_404_NOT_FOUND,
            detail=f"Project '{name}' not found"
        )

    # Get latest spec version
    result = await db.execute(
        select(SpecHistory)
        .where(SpecHistory.project_id == project.id)
        .order_by(SpecHistory.version.desc())
        .limit(1)
    )
    spec = result.scalar_one_or_none()

    if not spec:
        # Return empty spec if none exists
        return SpecResponse(
            project_id=project.id,
            version=0,
            content="",
            created_at=project.created_at,
            change_summary="No spec yet"
        )

    return SpecResponse(
        project_id=spec.project_id,
        version=spec.version,
        content=spec.content,
        created_at=spec.created_at,
        change_summary=spec.change_summary
    )

@router.put("/{name}/spec", response_model=SpecResponse)
async def update_spec(name: str, spec_update: SpecUpdate, db: AsyncSession = Depends(get_db)):
    """Update the spec (creates a new version)."""
    # Verify project exists
    result = await db.execute(select(Project).where(Project.name == name))
    project = result.scalar_one_or_none()

    if not project:
        raise HTTPException(
            status_code=status.HTTP_404_NOT_FOUND,
            detail=f"Project '{name}' not found"
        )

    # Get current version
    result = await db.execute(
        select(func.max(SpecHistory.version))
        .where(SpecHistory.project_id == project.id)
    )
    current_version = result.scalar() or 0

    # Create new version
    new_version = current_version + 1
    new_spec = SpecHistory(
        project_id=project.id,
        version=new_version,
        content=spec_update.content,
        change_summary=spec_update.change_summary,
    )
    db.add(new_spec)

    # Update project's spec_version
    project.spec_version = new_version
    project.updated_at = datetime.utcnow()

    await db.commit()
    await db.refresh(new_spec)

    return SpecResponse(
        project_id=new_spec.project_id,
        version=new_spec.version,
        content=new_spec.content,
        created_at=new_spec.created_at,
        change_summary=new_spec.change_summary
    )

@router.get("/{name}/spec/history", response_model=SpecHistoryListResponse)
async def get_spec_history(name: str, db: AsyncSession = Depends(get_db)):
    """Get the spec version history for a project."""
    # Verify project exists
    result = await db.execute(select(Project).where(Project.name == name))
    project = result.scalar_one_or_none()

    if not project:
        raise HTTPException(
            status_code=status.HTTP_404_NOT_FOUND,
            detail=f"Project '{name}' not found"
        )

    # Get all spec versions
    result = await db.execute(
        select(SpecHistory)
        .where(SpecHistory.project_id == project.id)
        .order_by(SpecHistory.version.desc())
    )
    history = result.scalars().all()

    return SpecHistoryListResponse(
        history=[SpecHistoryResponse.model_validate(h) for h in history],
        count=len(history)
    )

@router.post("/{name}/spec/rollback/{version}", response_model=SpecResponse)
async def rollback_spec(name: str, version: int, db: AsyncSession = Depends(get_db)):
    """Rollback to a previous spec version."""
    # Verify project exists
    result = await db.execute(select(Project).where(Project.name == name))
    project = result.scalar_one_or_none()

    if not project:
        raise HTTPException(
            status_code=status.HTTP_404_NOT_FOUND,
            detail=f"Project '{name}' not found"
        )

    # Get the target version
    result = await db.execute(
        select(SpecHistory).where(and_(
            SpecHistory.project_id == project.id,
            SpecHistory.version == version
        ))
    )
    target_spec = result.scalar_one_or_none()

    if not target_spec:
        raise HTTPException(
            status_code=status.HTTP_404_NOT_FOUND,
            detail=f"Spec version {version} not found"
        )

    # Get current version number
    result = await db.execute(
        select(func.max(SpecHistory.version))
        .where(SpecHistory.project_id == project.id)
    )
    current_version = result.scalar() or 0

    # Create new version with the old content
    new_version = current_version + 1
    new_spec = SpecHistory(
        project_id=project.id,
        version=new_version,
        content=target_spec.content,
        change_summary=f"Rollback to version {version}",
    )
    db.add(new_spec)

    # Update project's spec_version
    project.spec_version = new_version
    project.updated_at = datetime.utcnow()

    await db.commit()
    await db.refresh(new_spec)

    return SpecResponse(
        project_id=new_spec.project_id,
        version=new_spec.version,
        content=new_spec.content,
        created_at=new_spec.created_at,
        change_summary=new_spec.change_summary
    )

@router.post("/{name}/spec/analyze-changes", response_model=SpecAnalysisResponse)
async def analyze_spec_changes(name: str, spec_update: SpecUpdate, db: AsyncSession = Depends(get_db)):
    """Preview the impact of spec changes before applying them."""
    # Verify project exists
    result = await db.execute(select(Project).where(Project.name == name))
    project = result.scalar_one_or_none()

    if not project:
        raise HTTPException(
            status_code=status.HTTP_404_NOT_FOUND,
            detail=f"Project '{name}' not found"
        )

    # Get current spec content for comparison
    result = await db.execute(
        select(SpecHistory)
        .where(SpecHistory.project_id == project.id)
        .order_by(SpecHistory.version.desc())
        .limit(1)
    )
    current_spec = result.scalar_one_or_none()
    current_content = current_spec.content if current_spec else ""

    # Get all features for this project
    result = await db.execute(
        select(Feature)
        .where(Feature.project_id == project.id)
    )
    features = result.scalars().all()

    # Analyze which features might be affected by the spec change
    # Simple heuristic: features whose names or descriptions contain words that appear
    # in the changed parts of the spec
    affected = []
    new_content = spec_update.content.lower()
    old_content = current_content.lower()

    # Find words that are new in the spec
    new_words = set(new_content.split()) - set(old_content.split())
    changed_words = set(new_content.split()) ^ set(old_content.split())  # symmetric difference

    for feature in features:
        feature_text = f"{feature.name} {feature.description or ''} {feature.category}".lower()
        feature_words = set(feature_text.split())

        # Check if any changed words appear in the feature
        matching_words = feature_words & changed_words
        if matching_words:
            affected.append(AffectedFeatureResponse(
                id=feature.id,
                name=feature.name,
                category=feature.category,
                reason=f"Contains changed terms: {', '.join(list(matching_words)[:3])}"
            ))

    # Generate change summary
    if current_content:
        lines_old = len(current_content.split('\n'))
        lines_new = len(spec_update.content.split('\n'))
        line_diff = lines_new - lines_old
        change_summary = spec_update.change_summary or f"Spec change: {line_diff:+d} lines, {len(changed_words)} terms changed"
    else:
        change_summary = spec_update.change_summary or "Initial spec creation"

    return SpecAnalysisResponse(
        affected_features=affected,
        affected_count=len(affected),
        change_summary=change_summary
    )

# ============================================================================
# Diagnostic Endpoints
# ============================================================================

class ClaudeCliStatus(BaseModel):
    """Status of Claude CLI availability."""
    available: bool
    message: str

@spec_ws_router.get("/health", response_model=ClaudeCliStatus)
async def check_spec_health():
    """
    Check if Claude CLI is available for spec creation.
    Returns the status and helpful message if not available.
    """
    available, message = check_claude_cli()
    return ClaudeCliStatus(available=available, message=message)

# ============================================================================
# WebSocket Endpoint for Spec Creation Interview
# ============================================================================

@spec_ws_router.websocket("/ws/{project_name}")
async def spec_chat_websocket(websocket: WebSocket, project_name: str):
    """
    WebSocket endpoint for interactive spec creation chat with Claude.

    Message protocol:

    Client -> Server:
    - {"type": "start", "is_import": bool, "codebase_analysis": str} - Start session
    - {"type": "message", "content": "...", "attachments": [...]} - Send user message
    - {"type": "answer", "answers": {...}} - Answer structured question
    - {"type": "ping"} - Keep-alive ping

    Server -> Client:
    - {"type": "text", "content": "..."} - Text chunk from Claude
    - {"type": "question", "questions": [...]} - Structured question
    - {"type": "spec_complete", "path": "..."} - Spec file created
    - {"type": "file_written", "path": "..."} - Other file written
    - {"type": "complete"} - Session complete
    - {"type": "response_done"} - Response finished (hide loading)
    - {"type": "error", "content": "..."} - Error message
    - {"type": "pong"} - Keep-alive pong
    """
    # Verify project exists and get its path
    async with async_session_maker() as db_session:
        result = await db_session.execute(
            select(Project).where(Project.name == project_name)
        )
        project = result.scalar_one_or_none()

        if not project:
            await websocket.close(code=4004, reason=f"Project '{project_name}' not found")
            return

        project_path = Path(project.path)

    if not project_path.exists():
        await websocket.close(code=4004, reason=f"Project directory not found: {project_path}")
        return

    await websocket.accept()
    logger.info(f"Spec interview WebSocket connected for project: {project_name}")

    chat_session: SpecChatSession | None = None

    try:
        while True:
            try:
                data = await websocket.receive_text()
                message = json.loads(data)
                msg_type = message.get("type")

                if msg_type == "ping":
                    await websocket.send_json({"type": "pong"})
                    continue

                elif msg_type == "start":
                    # Create and start a new session
                    is_import = message.get("is_import", False)
                    codebase_analysis = message.get("codebase_analysis")

                    chat_session = await create_session(
                        project_name,
                        project_path,
                        is_import=is_import,
                        codebase_analysis=codebase_analysis,
                    )

                    # Track spec completion state
                    spec_complete_received = False
                    spec_path = None

                    # Stream the initial greeting
                    async for chunk in chat_session.start():
                        if chunk.get("type") == "spec_complete":
                            spec_complete_received = True
                            spec_path = chunk.get("path")
                            await websocket.send_json(chunk)
                            continue

                        if chunk.get("type") == "response_done":
                            await websocket.send_json(chunk)
                            if spec_complete_received:
                                await websocket.send_json({"type": "complete", "path": spec_path})
                            continue

                        await websocket.send_json(chunk)

                elif msg_type == "message":
                    if not chat_session:
                        chat_session = get_session(project_name)
                        if not chat_session:
                            await websocket.send_json({
                                "type": "error",
                                "content": "No active session. Send 'start' first."
                            })
                            continue

                    user_content = message.get("content", "").strip()

                    # Parse attachments if present
                    attachments: list[ImageAttachment] = []
                    raw_attachments = message.get("attachments", [])
                    if raw_attachments:
                        try:
                            for raw_att in raw_attachments:
                                attachments.append(ImageAttachment(**raw_att))
                        except Exception as e:
                            logger.warning(f"Invalid attachment data: {e}")
                            await websocket.send_json({
                                "type": "error",
                                "content": f"Invalid attachment: {str(e)}"
                            })
                            continue

                    if not user_content and not attachments:
                        await websocket.send_json({
                            "type": "error",
                            "content": "Empty message"
                        })
                        continue

                    # Track spec completion state
                    spec_complete_received = False
                    spec_path = None

                    # Stream Claude's response
                    async for chunk in chat_session.send_message(user_content, attachments if attachments else None):
                        if chunk.get("type") == "spec_complete":
                            spec_complete_received = True
                            spec_path = chunk.get("path")
                            await websocket.send_json(chunk)
                            continue

                        if chunk.get("type") == "response_done":
                            await websocket.send_json(chunk)
                            if spec_complete_received:
                                await websocket.send_json({"type": "complete", "path": spec_path})
                            continue

                        await websocket.send_json(chunk)

                elif msg_type == "answer":
                    # User answered a structured question
                    if not chat_session:
                        chat_session = get_session(project_name)
                        if not chat_session:
                            await websocket.send_json({
                                "type": "error",
                                "content": "No active session"
                            })
                            continue

                    # Format the answers as a natural response
                    answers = message.get("answers", {})
                    if isinstance(answers, dict):
                        response_parts = []
                        for question_idx, answer_value in answers.items():
                            if isinstance(answer_value, list):
                                response_parts.append(", ".join(answer_value))
                            else:
                                response_parts.append(str(answer_value))
                        user_response = "; ".join(response_parts) if response_parts else "OK"
                    else:
                        user_response = str(answers)

                    # Track spec completion state
                    spec_complete_received = False
                    spec_path = None

                    # Stream Claude's response
                    async for chunk in chat_session.send_message(user_response):
                        if chunk.get("type") == "spec_complete":
                            spec_complete_received = True
                            spec_path = chunk.get("path")
                            await websocket.send_json(chunk)
                            continue

                        if chunk.get("type") == "response_done":
                            await websocket.send_json(chunk)
                            if spec_complete_received:
                                await websocket.send_json({"type": "complete", "path": spec_path})
                            continue

                        await websocket.send_json(chunk)

                else:
                    await websocket.send_json({
                        "type": "error",
                        "content": f"Unknown message type: {msg_type}"
                    })

            except json.JSONDecodeError:
                await websocket.send_json({
                    "type": "error",
                    "content": "Invalid JSON"
                })

    except WebSocketDisconnect:
        logger.info(f"Spec interview WebSocket disconnected for {project_name}")

    except Exception as e:
        logger.exception(f"Spec interview WebSocket error for {project_name}")
        try:
            await websocket.send_json({
                "type": "error",
                "content": f"Server error: {str(e)}"
            })
        except Exception:
            pass

    finally:
        # Don't remove the session on disconnect - allow resume
        pass

-                    # Create and start a new session

+                    # Automatically analyze the codebase to give Claude context

+                    # This applies to both new projects (re-spec) and imports

+                    # If no analysis provided, check if project has existing code

+                    if not codebase_analysis:

+                            analysis = analyze_codebase(str(project_path))

+                            # Consider it an "import" if there are existing files

+                            if analysis.total_files > 0:

+                                is_import = True

+                                codebase_analysis = format_analysis_for_claude(analysis)

+                                logger.info(f"Auto-analyzed codebase: {analysis.total_files} files, stack: {analysis.detected_stack}")

+                        except Exception as e:

+                            logger.warning(f"Failed to analyze codebase: {e}")

+                            # Continue without analysis


Now let me check the import-spec.md skill to make sure it's properly set up to use the codebase analysis.


Now let me check the import-spec.md skill to ensure it uses the analysis properly: