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jjbrunton
94c76535a4
Add reversible review states, audit history, and super-admin controls for catalogue entities without changing current client visibility. Stage 30 high-risk production packs for archival review, cap generated content at non-explicit language, and preserve a checksummed pre-change production catalogue snapshot.
103 lines
4.3 KiB
TypeScript
103 lines
4.3 KiB
TypeScript
// =============================================================================
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// Deletion Analysis Functions
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// Suggest removals for low-quality or duplicate questions
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// =============================================================================
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import { getOpenAI, getModel, getTemperature } from '../client';
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import type { DeletionAnalysis } from '../types';
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/**
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* Analyze questions and suggest deletions (duplicates, unsafe, etc.)
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*/
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export async function analyzeQuestionDeletions(
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questions: { id: string; text: string; partner_text?: string | null; intensity?: number }[],
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isExplicit: boolean = false
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): Promise<DeletionAnalysis[]> {
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const openai = getOpenAI();
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const simplifiedQuestions = questions.map(q => ({
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id: q.id,
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text: q.text,
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partner_text: q.partner_text,
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intensity: q.intensity,
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}));
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const toneInstruction = isExplicit
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? 'LEGACY EXPLICIT FLAG: It does not override the universal catalogue safety ceiling. Delete developer-authored sexual acts, explicit anatomy, nudity for stimulation, sex toys, fetishes, BDSM acts, arousal, orgasm, and public sexual activity.'
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: 'Delete developer-authored sexual acts, explicit anatomy, nudity for stimulation, sex toys, fetishes, BDSM acts, arousal, orgasm, and public sexual activity rather than rewriting them into disguised euphemisms.';
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const prompt = `<task>
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Identify questions that should be DELETED instead of edited.
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Only include questions that are better removed than fixed.
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</task>
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<content_type>
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${toneInstruction}
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</content_type>
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<deletion_categories>
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- duplicate: same core action AND same initiator as another question (near-duplicate). Note: swapped perspectives (e.g., "give" vs "receive") are NOT duplicates.
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- redundant: minor variation with no added value
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- off-tone: violates the universal catalogue safety ceiling or the pack's intended tone
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- unsafe: coercion, minors, illegal acts, or consent violations
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- too-vague: not actionable or not a clear proposal
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- broken: grammar/structure too broken to repair without inventing content
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- off-topic: not relevant to a couples intimacy app
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</deletion_categories>
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<rules>
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1. Prefer edits over deletions when possible.
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2. Duplicates: delete the weaker/less specific version and keep the clearer one.
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3. If duplicate, set duplicate_of_id to the kept question's id.
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4. Do NOT delete for minor wording issues or intensity mismatches.
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5. IMPORTANT: Asymmetric versions of the same activity are NOT duplicates. If one question has text="Do X to your partner" and another has text="Let your partner do X to you", these are DIFFERENT questions because they have different initiators. Only flag as duplicate if both questions have the SAME initiator doing the SAME action.
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</rules>
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<questions_to_analyze>
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${JSON.stringify(simplifiedQuestions)}
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</questions_to_analyze>
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<output_format>
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{
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"deletions": [
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{
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"id": string,
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"category": "duplicate"|"redundant"|"off-tone"|"unsafe"|"too-vague"|"broken"|"off-topic",
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"reason": string,
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"duplicate_of_id": string|null
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}
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]
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}
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Only return questions that should be deleted.
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</output_format>`;
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const systemMessage = isExplicit
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? 'You are a strict content safety reviewer for a couples connection app. A legacy explicit flag never permits sexual content. Mark content outside the universal safety ceiling for deletion. Always respond with valid JSON only.'
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: 'You are a strict content safety reviewer for a couples connection app. Mark sexual or explicit content for deletion. Always respond with valid JSON only.';
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const response = await openai.chat.completions.create({
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model: getModel('fix'),
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messages: [
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{
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role: 'system',
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content: systemMessage,
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},
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{ role: 'user', content: prompt },
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],
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response_format: { type: 'json_object' },
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temperature: getTemperature('fix', 0.2),
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});
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const content = response.choices[0].message.content;
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if (!content) throw new Error('No content generated');
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let jsonContent = content.trim();
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if (jsonContent.startsWith('```')) {
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jsonContent = jsonContent.replace(/^```(?:json)?\s*\n?/, '').replace(/\n?```\s*$/, '');
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}
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const parsed = JSON.parse(jsonContent);
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return parsed.deletions || [];
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}
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