Function consolidateApps

apps/webuiapps/src/lib/cardExtractor.ts:794–944

(
  apps: AppEntry[],
  character: CharacterInfo,
)

}

export async function consolidateApps(
  apps: AppEntry[],
  character: CharacterInfo,
): Promise<AppEntry[]> {
  logger.info(
    'consolidateApps',
    'Starting with',
    apps.length,
    'apps:',
    apps.map((a) => a.id),
  );
  const { loadConfig, chat } = await import('./llmClient');
  const config = await loadConfig();
  if (!config) {
    logger.warn('consolidateApps', 'No LLM config found, skipping consolidation');
    return apps;
  }
  logger.info('consolidateApps', 'Using LLM provider:', config.provider, 'model:', config.model);

  const appSummaries = apps.map((a) => ({
    id: a.id,
    name: a.name,
    keywords: a.keywords,
    tags: a.tags.map((t) => ({ name: t.name, description: t.description })),
  }));

  const prompt = `You are analyzing a list of apps extracted from a character card.

  Some of these apps are too small or fragmented to function as standalone apps. They need to be merged with related apps to form complete, functional applications.

  ## NPC Information (for filtering only — do NOT include in output)

  Character Name: ${character.name}
  Description: ${character.description.slice(0, 500)}

  Any reference to this character (name, nicknames, account names, traits, etc.) must be stripped from all output fields.

  ## Extracted Apps

  ${JSON.stringify(appSummaries, null, 2)}

  ## Task

  Analyze each app and decide:
  1. Which apps can stand alone as complete, functional apps — keep them as-is
  2. Which apps are too small/fragmented and should be merged with other related apps
  3. How to group the fragmented apps with related apps

  Return a JSON array of consolidated apps. Each entry has:
  - "name": the display name for the consolidated app (use the most representative name from the group, or create a new descriptive name)
  - "memberIds": array of original app ids that should be merged into this group
  - "keywords": the curated, deduplicated list of keywords for the consolidated app (merge from members, remove redundant/overlapping ones)
  - "tags": the curated list of tags for the consolidated app. Each tag is { "name": string, "description": string }. Merge tags from all members, deduplicate by name, and keep the most descriptive description.

  ## Rules

  - Every original app id must appear in exactly one group
  - A standalone app is a group with a single memberIds entry — still include its full keywords and tags