o ޛXjE:@sddlmZddlmZmZddlmZddlmZm Z ddl m Z dZ eGdddZ eGd d d Zd Zd!ddZd"ddZd S)#) annotations) dataclassfield)Any)LAYOUTS CreativeBrief) LLMService)linkedin instagramxthreadsfacebookc@s6eZdZUded<ded<edd d Zdd d Zd S) PlatformPoststrpost list[str]hashtagsdatadict[str, Any] | Nonereturn'PlatformPost'cCs@|pi}|t|dddd|dpgDdddS)NrcSsg|] }t|dqS#)rlstrip.0hrsrc/services/ideation.py sz*PlatformPost.from_dict..rrr)rgetstrip)clsrrrr from_dicts zPlatformPost.from_dictcCsZ|j}dd|D}d|}ddd|jD}|r+|d|S|S)NcSsg|] }|ds|qSr)r$ startswith)rlnrrrr z0PlatformPost.as_publish_text..  css|] }|rd|VqdS)rNrrrrr sz/PlatformPost.as_publish_text..z )rrstrip splitlinesjoinr$r)selfbodylinestagsrrras_publish_texts zPlatformPost.as_publish_textN)rrrrrr)__name__ __module__ __qualname____annotations__ classmethodr&r4rrrrr s  rc@sTeZdZUded<ded<ded<ded<ded<ded<ded<d Zded <d Zded <eed Zded<d Z ded<dZ ded<dZ ded<dZ ded<d Z ded<dZded<dZded<d Zded<d Zded<dZded<eed Zd ed!<eed Zd ed"<eed Zded#<eed Zd$ed%<d7d)d*Zd8d+d,Zed9d:d5d6Zd-S); ContentIdearidformattopichooknews_url news_title visual_briefrcreative_directioneditorial_overlaylayout)default_factoryrpalette palette_namemodern_startup typography dark_premiumbackground_style editorial_3dillustration_style image_prompt cinematic video_stylesquareaspectwhy_it_matterskey_factai news_categoryzlist[dict[str, str]]slides video_script source_refszdict[str, PlatformPost] platformsnamerrcCs|j|pt|jddgdS)NAITechr")r[r#rr?)r0r\rrrplatform<szContentIdea.platformcCs|jpdddS)Nz Tech News<)rA)r0rrrnews_source_label?szContentIdea.news_source_labelNrdict[str, Any]idxintbriefCreativeBrief | None 'ContentIdea'c sPt|dd}|dvrd}|dpg}|dkr^t|dkr^|ddd dd d t|d d dd dt|dd dd dt|dd dd dddd dddd dddd g}t|dpj|ri|jnd}|tvr|rw|jnt|tt}d d!|d"p|r|jngDdd#}|r|st|j}|d$pifd%d&t D}d'd!|d(pgDdd)} |d*krt| d#krdt|dd d+d d,d-d.d/d0t|d d d d1dd.d2t|dd3t|dd d d4d5d.d6d7t|dd d d8d9d.dd:d;d dt|d>p!d?|d@d|d t|d d dt|dd dAt|dAd dBt|dBd dCt|dCd dDt|dDd d|d"|dEt|dEp}|r||j nd dFt|dFp|r|j ndGdHt|dHp|r|j ndIdJt|dJp|r|j ndKdLt|dLd dMt|dMp|r|jndNdOt|dOp|r|jndPdt|dd dt|dd dQt|dQdRddSd!|Ddd)d(| dTdUd!|dTpgDdd9d$|S)WNr=image>rhvideocarouselrXrjr?HookzThe moment everything shifted.)titler1rolez What happenedr>rwhatzWhy it mattersrTwhyz The numbersrUstatsz The insightz$Here's what most people are missing.insightz What's nextz This changes the next 12 months.futurez Your movez)Save + share with someone who needs this.ctarErDcSg|]}t|qSrr)rcrrrr Xz)ContentIdea.from_dict..rGr[csi|] }|t|qSr)rr&r#)rp raw_platformsrr ]r)z)ContentIdea.from_dict..c Ssjg|]1}t|ddt|ddt|ddt|ddt|ddt|ddp/dd qS) beatr on_screen voiceovervisualmotionzoom_insecondsryr~rrrrr)rr#floatrsrrrr _s rYrizThis just dropped.punch_ing@rproblemz What changed pan_rightdetailsz The detailsrimpactzWhy you should careparallaxzFollow for daily AI dropsz Save this.zoom_outr<idea-02dr@rArBrCrHrJrIrLrKrNrMrOrQrPrSrRrWrVc SsJg|]!}t|ddt|ddt|ddt|dddqS)rmrr1rnrO)rmr1rnrO)rr#rrrrr sJrZcSrurrv)rr rrrr rxr)rr#lowerr$lenrErrGlist PLATFORMSrHrJ backgroundrNrQrS) r%rrcrefmtrXrErGr[rYrr{rr&Bs    *    (        "zContentIdea.from_dict)r\rrrr5)N)rrbrcrdrerfrrg)r6r7r8r9rCrErrrGrHrJrLrNrOrQrSrTrUrWrXrYrZdictr[r_rar:r&rrrrr;!s:               r;u% You are the Creative Director + Social Strategist for a premium AI/Tech media brand (quality bar: OpenAI, Nvidia, Apple, Stripe, Linear, Figma, Arc — NEVER Canva-like templates). MISSION: Turn breaking tech news into scroll-stopping, publish-ready social assets with agency-level polish. VOICE: - Natural fluent English, modern Gen-Z energy, professional credibility. - Sharp, concrete, specific. Avoid empty hype, buzzword soup, and generic phrasing. - Forbidden cliches: "game-changer", "revolutionary", "changing everything" unless backed by evidence. FACTUALITY (non-negotiable): - Every idea maps to ONE real item from the provided feed. - Do not invent data, quotes, timelines, valuations, benchmarks, or product claims. - If a number is uncertain, speak in implications, not fake precision. - key_fact must be specific and verifiable from the source context. CONTENT RULES: - Prioritize: breaking launches, funding rounds, model updates, cyber incidents, research papers, major big-tech moves. - Hook in first 1–2 lines. Make "why it matters" practical for operators/builders/decision-makers. - Unique copy per platform. Never paraphrase the same caption 5 times. - Emojis: 0–3 tasteful max. - Hashtags ONLY in hashtags arrays (not in post body). PLATFORM WRITING STANDARDS: - linkedin: 900–1300 chars, insight-led narrative, crisp line breaks, 3–5 tags. - instagram: high-energy storytelling, skimmable rhythm, 8–12 tags, social CTA. - x: <=260 chars, punchy and opinionated, one clear takeaway. - threads: 350–500 chars, conversational perspective + debate hook. - facebook: 400–800 chars, clear context + discussion starter. IMAGE / VISUAL RULES: - image_prompt describes a full cinematic scene that EXPLAINS the story visually. - No text-in-image instructions, no poster language, no blank backgrounds, no generic "AI brain" wallpaper. - Include tangible objects/environments: devices, UI, labs, chips, dashboards, robotics, people-in-context, data metaphors. - Match subject language to news_category (ai/hardware/startup/cyber/research/programming/robotics/healthcare/finance/cloud/opensource/bigtech). - Follow assigned creative brief EXACTLY (layout, palette, typography, background, illustration_style). CAROUSEL RULES: - 6–7 slides, narrative arc: hook -> what happened -> why it matters -> stats/fact -> expert insight -> future impact -> CTA. - Each slide must add NEW information (no repetitive rewording). - Slide titles <=8 words. Body concise and high-signal. VIDEO RULES: - Cinematic reel storyboard, not slideshow. - Beats: hook (0–2s) -> problem (2–6s) -> details (6–15s) -> impact (15–25s) -> CTA (25–35s). - Each beat needs: on_screen (<=6 words), voiceover, visual scene, motion. - motion one of: zoom_in|zoom_out|pan_left|pan_right|punch_in|parallax|glitch. QUALITY GATE (self-check before output): Reject and regenerate internally if any idea is generic, repetitive, or weak. Do not output ideas that: - look like templates, - repeat prior layout/palette/style, - have weak hooks, - lack a concrete key_fact, - or have vague visual prompts. llmr brand_namerprofiles news_block batch_sizerd enable_videoboolcreative_briefslist[CreativeBrief] recent_stylesrlist[ContentIdea]cCsz|rdnd}g} |rgdnddg} t|D] } | | | t| qd|d|dtd d d t|Dd t|d |d|d|d| d|d} |jt| dd} t | t rb| dn| }t |t smt dg}t|d|D]C\} }| t|kr|| nd}tj|| d|d}|r|j|_t |j|_|j|_|j|_|j|_|j|_|j|_|j|_||qw|S)Nzimage, carousel, videozimage, carousel)rhrjrirhrjzBrand: zC ## Recent styles ALREADY USED (do NOT repeat these combinations) uL ## LOCKED creative briefs (assign idea-01 to brief 1, etc. — mandatory) c ssH|]\}}|dd|jd|jd|jd|jd|j VqdS)z. z | N)rErHrJrNrQ)ribrrrr,sFz!generate_ideas..z Full briefs: z ## Creator style notes uL ## Latest news (ONLY source of truth — pick the highest-impact stories) z Create exactly zJ packages from DISTINCT high-impact news stories. Suggested format order: z Mix of formats available: u. Each idea MUST: 1. Use its locked creative brief fields (layout, palette, typography, background_style, illustration_style, video_style, aspect, palette_name) 2. Include a rich image_prompt (cinematic scene, no text-in-image, agency quality) 3. Include news_category one of: ai|hardware|startup|cyber|research|programming|robotics|healthcare|finance|cloud|opensource|bigtech 4. Have UNIQUE platform copy for linkedin, instagram, x, threads, facebook 5. Have a strong key_fact tied to the source (no fabricated numbers) 6. Avoid repeating sentence structure across platform posts for the same idea JSON schema: { "ideas": [ { "id": "idea-01", "format": "image|carousel|video", "topic": "...", "hook": "scroll-stopping ≤8 words", "news_url": "https://...", "news_title": "exact title", "news_category": "ai", "why_it_matters": "...", "key_fact": "one concrete fact", "creative_direction": "1-2 sentence art direction", "layout": "...", "palette_name": "...", "palette": ["#...", "#..."], "typography": "...", "background_style": "...", "illustration_style": "...", "aspect": "square|portrait", "image_prompt": "detailed cinematic scene WITHOUT any text overlays...", "visual_brief": "short overlay caption for design system (1 sentence)", "video_style": "...", "source_refs": ["news_title"], "slides": [ {"title": "...", "body": "...", "role": "hook|what|why|stats|insight|future|cta", "image_prompt": "optional"} ], "video_script": [ {"beat": "hook", "on_screen": "...", "voiceover": "...", "visual": "...", "motion": "punch_in", "seconds": 2.5} ], "platforms": { "linkedin": {"post": "...", "hashtags": ["AI"]}, "instagram": {"post": "...", "hashtags": ["AI"]}, "x": {"post": "...", "hashtags": ["AI"]}, "threads": {"post": "...", "hashtags": ["Tech"]}, "facebook": {"post": "...", "hashtags": ["AI"]} }, "quality_checks": { "hook_strength_1to10": 9, "specificity_1to10": 9, "visual_uniqueness_1to10": 9, "factual_confidence_1to10": 9 } } ] } i.) max_tokensideasz)LLM ideation did not return an ideas listr)re)rangeappendrchrr/ enumerate _briefs_json complete_jsonIDEATION_SYSTEM isinstancerr#r RuntimeErrorr;r&rErGrHrJrrLrNrQrS)rrrrrrrrformats format_plancycleruserr raw_ideasritemreidearrrgenerate_ideassR    M   rbriefscCstg}t|dD]-\}}|d|dd|jd|jd|jd|jd|jd |jd |jd |j qd |S) Nrrrz : layout=z ; typography=z ; background=z; palette_name=z ; palette=z; illustration_style=z; video_style=z ; aspect=r*) rrrErJrrHrGrNrQrSr/)rr2rrrrrrAs$ rN)rrrrrrrrrrdrrrrrrrr)rrrr) __future__r dataclassesrrtypingrsrc.services.creativerrsrc.services.llmrrrr;rrrrrrrs   n ;v