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Calm, confident, fast but readable. r;rr) rrrFscript_constraintsvisual_constraintsvoice_constraintsr;rrrrBproduction_queuebulk!production_recommendations_seededz!Production recommendations seeded)rer` entity_type entity_id event_typelabel payload_jsonc0g|]}t|Srrrds r~rz/ensure_recommendation_queue..s#.Y.Y.Ya~gq/I/I.Y.Y.Yr)rr rrrBrrr updated_atrcommitrrrrr^rrrxrrefreshrrr rr) rr`raractive_suggestions existing_normmax_posrecandrs ` r~ensure_recommendation_queuerZsB#LL(;!>+++W__T-B-B-Bt.445555 M.@F`CKnILMTIUIUbi}j}jkkk l l l LL 344::;N;UYi;ik~lFJUlUVV__`s`|}} ~ ~ B B D DE7||.Y.Y.Y.YSX.Y.Y.Y Z ZZrc|jr |t|jnd}|jr |t|jnd}|jr |t |jnd}|jr |t|jnd}|j pd}d}| D]Y}| dr0| ddd}nZt||j|} t#||} id|jd|jd|jd|jd |jd |j d |d |jd |jd|jd|jdd|jpd dDd|jd|jd|jd|jdt7|idt9|d|jd|jd|jd|jd|r|jndd|r|jndd|r|jndd |r|j ndd!| d"d#| d#d$| d%d&| d'tC|d(tE||d)|j#r|j#$ndd*|j%r|j%$nd} | S)+Nrwzhook::rrridea_idcontent_script_idrrFrErkrlrmr; reason_linescg|]}||Srrrlines r~rz"serialize_item..sRRR$TRRRRrrjrrrrBrractual_package_idrattached_package_patherrorrVrCr video_titler>rrduplicate_recommendationrr= format_hintr?rrx)&rrrrrrrrrrF splitlinesr{ startswithr|rLrr_rotation_hint_for_itemrrkrlrmr;rrrrBrrrrrr _format_hint_performance_reference_for_itemr isoformatrx) rrrVrCrr9rFrErduper\datas r~rrs37> KW[[ / / /tF.2l D7;;tT\ * * *DCGCY cW[[(> ? ? ?_cF<@ |D))?# @ !@$!O!OA# B T_Ndo//111$C# D T_Ndo//111$E# # DH Krcp|jp|jpd}|r#|ddddndS)Nrwr:rz6Fast red-flag explainer with one concrete safer action)rlrFr|)rrs r~rrs?  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Lock only if hook angle is clearly different.z,Recently used family; keep variation strong.z:Good rotation fit: not overused in the last active videos.)rr rrrrrr)rrrRrs ` r~rrs \\&,,55j6K6P6P6R6RSS T T X X Z Z[]\][] ^F RRRRFRRR S SE zzyy >== G Grpayloadctd|ttDpdg}t|d|d|d|dp|dpd|d |d |d |d t |d tr|d n)d|d pgt|ddt|d|dz|dpd|dpd|d|d}|j st||_ |j st||_ | ||||| t!d|jdd|j|jd|t)||S)Ncg|] }|j Srrhrs r~rz%create_queue_item..rirrrrrrrCzUntitled production itemrFrkrlrmr;rjrrrrrrBmanualrr)rrrrrFrkrlrmr;rrrrBrrrnproduction_queue_item_createdzProduction queue item created)rrBrq)rrr rrr isinstancertrxrrrrrryrzr rrrBr)rrr}rs r~create_queue_itemrsWWw||F;N4O4O'P'P'T'T'V'VWWW^\][^__G ++k** I&&!++&9::kk'""Wgkk&&9&9W=Wkk'""";;';<<";;';<<!++&9::(27;;x3H3H#(N(Nzw{{8$$$TXT]T]^e^i^ijr^s^s^ywyTzTzW[[Q//00W[[Wq[99::{{8$$3 {{8$$0#KK(=>>")++.I"J"J   D"  #=#6t#<#<  )A):4)@)@& KKw~~''')>)>)> KK *<\{Dc|@|FRVR]r^r^___``` NN '4 ( ((ritem_idc`|t|}|stdddD]}||vrt||||t |_|||||t||S)NProduction queue item not found status_codedetail)rrrrFrkrlrmr;rrrrrr) rrrsetattrrrxrryrzr)rrrrrs r~update_queue_itemrs ;;*G 4 4D W4UVVVVC-- '>> D#ws| , , ,iiDO KKw~~''')>)>)> '4 ( ((rrc4t||d|dpd|dpdd|dp|d|dpgd d d d d dd S)NrrCzNext rVr9z variantrecommended_actionr;rGrrzTFast hook, short setup, concrete safer action. No final Wan render without approval.zfPreview/test render allowed. Avoid unreviewed logos, real scam URLs, phone numbers or payment details.z]Use approved Gianna premium voice only for real renders; test package may use silent preview.) rrrFr;rrrBrkrlrm)rr)rrs r~add_recommendationrs W#'' 44##F++h/h~7I7I(7S7S7^W^/h/h/h##F++W~/A/ABV/W/W $$X..4""tG| ' '   rc|tttjdk}|D]<}|j|kr/d|_t|_| |=| t||dddS)Nrrr)rr) rr rrrrrrrxrryr)rrrrs r~ lock_nextrs <<23399:M:TXe:eff g g k k m mD 6W  (CJ$YYCN KK    NN Wg-UV/W/W X XXrc|tttjgd}g}|D]r}| |j|krcd|_t|j d|_ t|_ | || |js|d|t|dS)N)rrrrrrT)okunlockednext)rr rrrrNrrrrrrxrrrynext_for_agent)rrrchangedrs r~ unlock_nextrs <<23399:M:T:X:XZ^Z^Z^;_;_`` a a e e g gDG55 ?cf//(CJs|Q//CL$YYCN KK   gnnSV444 NNG^G5L5L M MMrc@t|t||Sr)rr)rrs r~replace_locked_withrs  Wg & &&r directionc|t}tfdt |Dd}|t dd|dkr|dz n|dz}|dks|t |krt|||S||j||jc||_||_t||_ t||_ | ||| ||| | ||t|||S)Nc38K|]\}}|jk|VdSrr)rrrrs r~rzmove_item..#s3HHgaTW5G5G5G5G5G5GHHrrrruprr)rrrrrIrrrrrrxrryrz)rrrrrVswap_idxs ` r~ move_itemr!sb LL+-- . . 2 2 4 4E HHHH5!1!1HHH$ O OC {4UVVVV#t++sQwwqH!||x3u::--guSz22249(O4LeTWjNa1E#Jx1#IIE#JGIIuX'A KKc W[[x9997>>;K;K;KW__]bcf]gMhMhMh '5: . ..rc t||}|j}|dp!|jp|dd}|dpd}|d}gd}dgd}d d d d d ddddd ddddd ddddd ddddd g} id|jd|d |d!d"d#d$d|d%d&d'|jpd(|d)d*|d+| d,d-d.d/d0|jp|d1d2|jpd3d4|d5|dd6d7d8|d9||d:p)|d;|d<g|d=|d>d?|jd@S)ANrErjrrVr3zx Safer move: if a refund page asks for full card details, close it and verify inside the official app or typed website.)z #ScamAlertz #OnlineSafetyz#DigitalSafetyz#EverydayRedFlags)r\IThis page says refund, but asks for the card number, expiry date and CVC.ZThat is the red flag: real refunds usually go back to the payment method you already used.(If a refund link needs a new card, stop.VClose the link. Open the delivery app or website yourself, and check the refund there.z@One screen. One red flag. Never give a card to receive a refund.z0.0-1.0szInstant visual hookz[Phone close-up: fake refund page already asking for full card details; no real logo or URL.r\)timebeatvisualvoicez1.0-3.5sz Name the trapzBCamera pushes into the card form fields: card number, expiry, CVC.rz3.5-6.5szExplain the mechanismzLClean contrast between 'refund' label and the dangerous 'enter card' fields.rz6.5-9.0sRulezRThe link is closed; official app icon / typed address path appears as safer route.rz 9.0-13.0szSafer move + takeawayz[Official-app-first verification; calm final frame with the phone safely away from the link.r queue_item_idrcontent_family approval_modescript_concept_onlyno_preview_video_requiredThook_rationalea The hook is strong because it creates instant self-recognition and contradiction: viewers expect a refund to send money back, not ask for a full card again. The first frame can show the exact danger without needing sound, so the red flag lands inside the first second. script_ideaz Open with: z). Show the red flag, then one safer move. script_text storyboardvisual_hook_planaBFirst frame must show one concrete screen: a refund page asking for card number, expiry and CVC. No PowerPoint cards, no generic warning icons, no real brands, no real URLs. Premium AI image should feel like a cinematic phone close-up; renderer-owned subtitles are the only text layer beyond the controlled fake form text. director_planahUse 3-5 premium AI/keyframe visuals: phone close-up, card-field danger push-in, contrast beat, close-link beat, official-app-first safer move. Keep movement controlled: slow push, cut on sentence beats, no shake, no diagram overlays. Final render only after Director QA verifies silent first-frame recognition, readable subtitles and no PowerPoint/mockup feel.visual_conceptr voice_tonez9Gianna premium voice, calm and direct, fast but readable.tiktok_caption youtube_title_youtube_descriptionz"A short practical red-flag guide: z. If a refund page asks for full card details, stop and verify through the official app or typed website. This video is educational and uses synthetic/AI-generated media.rrr=r>rAPPROVE_PRODUCTION )hashtagswhy_this_videor>rconfirm_command) rrrrFr|rxrrlrm) rrrrrErVrrrrs r~concept_payloadr/s '4 ( (D JE 88F   C 3e::4@@CD XXh   7#7FRRRGUUUH))K%:Gdo_ ` `_AEP[ \ \%<IWb~  V8LWA B B&=JgrJ K K J    &  .   $T      i  tzb%b4%b%b%b  {  j  a  D  $1LTXXm5L5L  d,k0k  '  ss! "  |E | | |# $((>22wtxx@Z7[7[]a]e]efu]v]v6w((#34488$566:::-   rdict[str, Any] | Nonec |t|}|stdd|r|dnd}|pt||}|jdvrd|_d|_t |_|||td|j dd | | | |t|||d S) Nrrrconcept>rr package_readyrrrnproduction_concept_proposedzProduction concept proposedrq)rr)rrrrrrrrxrr rryrzr)rrrrr final_concepts r~propose_conceptr_s ;;*G 4 4D W4UVVVV(/9gkk)$$$TG=w==M {YYY( DJiiDO KK KK *<\yB_n{|||}}} NNgood+++"7D11m L LLrc |t|}|stddd|_t |_|||td|jdd|pi| | |t||S) Nrrrrrnproduction_concept_approvedzProduction concept approvedrq) rrrrrrxrr rryrzrrrrrs r~approve_generationros ;;*G 4 4D W4UVVVV$DKiiDO KK KK *<\yB_nun{y{|||}}} NNgood+++ '4 ( ((rc |t|}|stddd|_|pidpd|_t |_|||td|j dd |pi | | |t||S) Nrrrrr;zConcept rejected by creatorrnproduction_concept_rejectedzProduction concept rejectedrq) rrrrrrrxrr rryrzrrs r~reject_conceptr{s ;;*G 4 4D W4UVVVV!DK-R$$X..O2ODJiiDO KK KK *<\yB_nun{y{|||}}} NNgood+++ '4 ( ((rc *ddddddddgd gd gd d S) Nzautoshorts-quality-v1.1z AutoShorts Director Quality v1.1aPremium text-free AI styleframes are mandatory for real review videos. Deterministic/Pillow/layout mockups are blueprints only, never final review visuals. No PowerPoint/template slides, no large top titles, no persistent top banners, no unnecessary lower-third dimming, no large text boards, no AI-generated text, no real brands, real URLs, phone numbers, card or bank data. Styleframes remain text-free; renderer-owned captions/labels must be listed in quality_report.renderer_owned_text.a Use Gianna premium clone for real renders. Generate 2-3 takes, normalize audio, transcribe with Whisper/forced alignment, compare against script, require WER <= 0.03, no wrong critical keywords, no hook/safer-move omissions, no clipped syllables/clicks/peaks/glitches.zFirst 0.5-1.0s must show a concrete red-flag visual and direct hook. Pattern interrupt in first 1-2s, visual change every 2-3s, clear safer move at the end. hook_score >= 8 required.zTikTok caption, hashtags, YouTube private title/description/tags, synthetic-media disclosure and safety wording must be present before review.zNo real scam URLs, phone numbers, bank/card/IBAN data, private data, operational scam instructions, unreviewed logos, public uploads, TikTok automation, or website push from production.zDirector visual plan -> 3-5 premium text-free styleframes -> styleframe QA -> review candidate render. Captions/labels are renderer-owned. 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