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| from typing import List, Optional | |
| def build_post_prompt(topic: str, | |
| language: str, | |
| tone: str, | |
| target_len: int, | |
| purpose: str, | |
| audience: str, | |
| evidence: str, | |
| keywords: List[str], | |
| style_cues: List[str], | |
| clarifier_notes: str, | |
| chosen_hook: Optional[str]) -> str: | |
| kw_block = ", ".join(keywords[:8]) if keywords else "N/A" | |
| cues_block = "\n".join(f"- {c}" for c in style_cues[:4]) if style_cues else "- None" | |
| hook_line = chosen_hook.strip() if chosen_hook else "" | |
| return ( | |
| "You are a senior LinkedIn content strategist. " | |
| "Write one viral, insightful LinkedIn post as plain text only (no section headers, no labels).\n\n" | |
| f"Language: {language}\n" | |
| f"Topic: \"{topic}\"\n" | |
| f"Purpose: {purpose or 'awareness'}\n" | |
| f"Audience: {audience or 'general professionals'}\n" | |
| f"Tone: {tone}\n" | |
| f"Approx length: ~{target_len} words\n" | |
| f"Keywords to weave in naturally: {kw_block}\n" | |
| "Style cues (apply silently):\n" | |
| f"{cues_block}\n\n" | |
| "User-provided detail (incorporate if relevant):\n" | |
| f"{evidence or 'None'}\n\n" | |
| "Additional notes from clarifier (apply silently):\n" | |
| f"{(clarifier_notes or 'None').strip()}\n\n" | |
| f"Preferred opening line (if provided): {hook_line or 'None'}\n\n" | |
| "Rules (do not mention explicitly):\n" | |
| "- Curiosity-driven first sentence.\n" | |
| "- Short paragraphs; 3–5 concrete insights or examples.\n" | |
| "- Max 2 emojis; 2–4 niche hashtags only at end (optional).\n" | |
| "- No repeated sentences; avoid clichés.\n" | |
| "- Return a single cohesive post in plain text only." | |
| ) | |
| def transform_instruction(kind: str) -> str: | |
| mapping = { | |
| "shorter": "Shorten to ~120 words. Keep the opening intact. Plain text only.", | |
| "punchier": "Make the opening more punchy and contrarian; keep length similar. Plain text only.", | |
| "add_data": "Add one concrete metric or example supporting the main claim. Plain text only.", | |
| "less_emoji": "Remove all emojis. Plain text only.", | |
| "add_tags": "Append 2–4 niche hashtags at the end (new line). Plain text only." | |
| } | |
| return mapping[kind] | |