Step 1: Is this a LOCAL file or REMOTE URL?

IF LOCAL FILE (file://, C:/path/, ./relative/):
  → Use read_file(file_name) for single files
  → Use find_files(pattern) to search first, then read each result

IF REMOTE URL (http://, https://):
  → Use fetch_web_content(url) for single page
  → Use searxng_batch_fetch(urls=[...]) for multiple pages at once
  → Use searxng_search(query="...") for web search only

// Layer 1: promptPreprocessor.ts — Step 0.7 (NEW)
async function detectProjectKeywords(message: string): Promise<string | null> {
  const registry = await readProjectRegistry();
  for (const word of extractCandidateWords(message)) {
    if (normalizeProjectName(word) === normalizeProjectName(project.name)) {
      return `REGISTERED PROJECT DETECTED: ${project.name}`;
    }
  }
}

// Layer 2: registryManager.ts — _syncFromSessionMemory() (NEW)
async function _syncFromSessionMemory(): Promise<void> {
  const entries = await loadContextEntries(); // From .ai_toolbox_memory.msgpack
  for (const entry of entries) {
    if ('decision' in entry.data) {
      const match = extractProjectNameFromDecision(entry.data.decision);
      if (match) await registerProject(match.name, match.path);
    }
  }
}

// Step 0.7 in promptPreprocessor.ts (v1.9.8+) — NEW
async function detectProjectKeywords(message: string): Promise<string | null> {
  const registry = await readProjectRegistry();
  const words = extractCandidateWords(message); // Filter stop-words, lowercase
  
  for (const word of words) {
    for (const project of registry.projects) {
      if (normalizeProjectName(word) === normalizeProjectName(project.name)) {
        return `REGISTERED PROJECT DETECTED: ${project.name} at ${project.path}`;
      }
    }
  }
  
  return null; // No match → fall through to directory detection (Step 1)
}

// _syncFromSessionMemory() in registry manager — NEW (v1.9.8+)
async function _syncFromSessionMemory(): Promise<void> {
  const entries = await loadContextEntries();
  
  for (const entry of entries) {
    if ('decision' in entry.data && typeof entry.data.decision === 'string') {
      const match = extractProjectNameFromDecision(entry.data.decision as string);
      if (match) {
        await registerProject(match.name, match.path);
      }
    }
  }
}

Step 1: Is this a LOCAL file or REMOTE URL?

IF LOCAL FILE (file://, C:/path/, ./relative/):
  → Use read_file(file_name) for single files
  → Use find_files(pattern) to search first, then read each result

IF REMOTE URL (http://, https://):
  → Use fetch_web_content(url) for single page
  → Use searxng_batch_fetch(urls=[...]) for multiple pages at once
  → Use searxng_search(query="...") for web search only

// Layer 1: promptPreprocessor.ts — Step 0.7 (NEW)
async function detectProjectKeywords(message: string): Promise<string | null> {
  const registry = await readProjectRegistry();
  for (const word of extractCandidateWords(message)) {
    if (normalizeProjectName(word) === normalizeProjectName(project.name)) {
      return `REGISTERED PROJECT DETECTED: ${project.name}`;
    }
  }
}

// Layer 2: registryManager.ts — _syncFromSessionMemory() (NEW)
async function _syncFromSessionMemory(): Promise<void> {
  const entries = await loadContextEntries(); // From .ai_toolbox_memory.msgpack
  for (const entry of entries) {
    if ('decision' in entry.data) {
      const match = extractProjectNameFromDecision(entry.data.decision);
      if (match) await registerProject(match.name, match.path);
    }
  }
}

// Step 0.7 in promptPreprocessor.ts (v1.9.8+) — NEW
async function detectProjectKeywords(message: string): Promise<string | null> {
  const registry = await readProjectRegistry();
  const words = extractCandidateWords(message); // Filter stop-words, lowercase
  
  for (const word of words) {
    for (const project of registry.projects) {
      if (normalizeProjectName(word) === normalizeProjectName(project.name)) {
        return `REGISTERED PROJECT DETECTED: ${project.name} at ${project.path}`;
      }
    }
  }
  
  return null; // No match → fall through to directory detection (Step 1)
}

// _syncFromSessionMemory() in registry manager — NEW (v1.9.8+)
async function _syncFromSessionMemory(): Promise<void> {
  const entries = await loadContextEntries();
  
  for (const entry of entries) {
    if ('decision' in entry.data && typeof entry.data.decision === 'string') {
      const match = extractProjectNameFromDecision(entry.data.decision as string);
      if (match) {
        await registerProject(match.name, match.path);
      }
    }
  }
}