{ "schema": "video-making-dna/v1", "name": "video_making_dna", "version": 1, "purpose": "Direct and edit visuals over a locked song; no songwriting or music generation.", "research": { "coverage": "runs/gopure-dna/research/coverage.json", "coverageSha256": "1bcd24559bc21110004f031531f0600b06afadfc6cda46ec1d46b9724aa27cca", "seconds": 1530.233085, "segments": 54, "shotObservations": 606, "model": "gemini-3.1-pro via Kie", "syntheses": [ { "reference": "krov", "path": "runs/gopure-dna/research/krov/synthesis-v01/evaluation.json", "sha256": "488ef8245cbfd6c7c2c4308f1a43909c183f68ccc52256d8d108c209f7bf5175", "molecules": 25 }, { "reference": "media-922fbf8f0e9c", "path": "runs/gopure-dna/research/media-922fbf8f0e9c/synthesis-v01/evaluation.json", "sha256": "5deff4dbbb87f267e824df2e73470641b74909be8972d98737a2430de876f363", "molecules": 28 }, { "reference": "sisterbrazil", "path": "runs/gopure-dna/research/sisterbrazil/synthesis-v01/evaluation.json", "sha256": "7a377176894c4977ef91e2ad30a2a57c11c130b9aac06993b69225317a3e60a8", "molecules": 25 }, { "reference": "svekr", "path": "runs/gopure-dna/research/svekr/synthesis-v01/evaluation.json", "sha256": "97d120f592ada60ceaeacf2773c0a7060c3f4f1fc17315cb6b5a3bdea52cbb61", "molecules": 22 }, { "reference": "targ", "path": "runs/gopure-dna/research/targ/synthesis-v01/evaluation.json", "sha256": "ce1a6e7db35eb6f157fff2126a05ffcb73c46900ba5e7aee7d33cf5028c6ef5b", "molecules": 30 } ], "sourceMolecules": 130 }, "hardConstraints": { "videoModel": "bytedance/seedance-2-mini", "resolution": "480p", "generate_audio": false, "audioReferences": false, "lipSync": false, "songMutation": false, "problemPassportMutation": false, "ageOrBodyTransformation": false, "instantApplicationImprovement": false }, "rhythm": { "unit": "meaningful visual change, not necessarily a cut", "opening": "active conflict on first frame", "targetTypicalShotSeconds": [ 1.5, 4.5 ], "maxNormalShotSeconds": 8, "holdException": "Purposeful reaction, matched comparison, or CTA reading time with a defined internal action", "cutPriority": [ "meaning/action", "lyric phrase", "nearby music beat" ], "transitions": "hard cuts by default; match eye trace/action for continuity; mark memories and time changes clearly", "caveat": "Ranges are creative targets derived from heterogeneous references, not proven retention thresholds." }, "characterStateModel": { "immutable": [ "face", "age", "eye color", "hair identity", "body proportions" ], "evolving": [ "gaze confidence", "posture", "hand behavior", "social distance", "wardrobe", "location", "approved concern state" ], "proof": "Use passport-defined states, exact neutral geometry/light, explicit time passage and qualification." }, "excludedTransfers": [ { "referencePattern": "Lip-sync and direct-address singing", "reason": "Owner explicitly requires silent acting; all words stay in the approved song." }, { "referencePattern": "De-aging, major face/body changes, slimming", "reason": "Owner-locked identity and problem passport take precedence." }, { "referencePattern": "Glowing anatomy, toxin drainage, deep penetration, disappearing damage", "reason": "Unrelated medical/instant-efficacy visuals are outside this cosmetic song and passport." }, { "referencePattern": "Changing comparison light, chin angle or camera scale", "reason": "Would manufacture apparent concern-state improvement." }, { "referencePattern": "Invented clinical UI, lab authority, scarcity, benefits or altered offer", "reason": "Only the existing song and product facts may supply claims." }, { "referencePattern": "Revenge, cruelty or romantic validation as final reward", "reason": "This song resolves in sincere gratitude and self-worth." }, { "referencePattern": "Random anatomy/absurdist cutaways and excessive morphs", "reason": "Novelty must advance the current lyric and causal story." } ], "molecules": [ { "id": "D01", "name": "Conflict already in progress", "category": "hook", "evidence": [ { "reference": "sisterbrazil", "start": 0.0, "end": 1.8, "observation": "Woman exits house forcefully holding a packed suitcase.", "review": "runs/gopure-dna/research/sisterbrazil/dense/review-01-v01/evaluation.json", "reviewSha256": "a6d527df1453fb15fecbe4ed6ef8f1593c8ab76e86c983a442f258a3b85b8c9f", "attentionHypothesisFromReviewer": "High physical energy hooks viewer." } ], "generationRule": "Begin with an active consequential gesture, not a neutral portrait or establishing pause.", "editingRule": "Let the viewer encounter a problem before explanatory titles; use the instrumental opening for story.", "failureMode": "A title or idle pose consumes the first seconds.", "attentionHypothesis": "High physical energy hooks viewer.", "evidenceStatus": "Actual segment observation, with director-authored constrained transfer; timestamps approximate" }, { "id": "D02", "name": "Arrival in a second depth plane", "category": "staging", "evidence": [ { "reference": "targ", "start": 0.0, "end": 3.2, "observation": "Brunette examines product in store aisle. Blonde approaches from behind.", "review": "runs/gopure-dna/research/targ/dense/review-01-v01/evaluation.json", "reviewSha256": "59e935700393c28761e0629283f0e107018ea8a80e0495736cbf0a44fb061abd", "attentionHypothesisFromReviewer": "Contrast between stressed protagonist and pristine rival draws eye." } ], "generationRule": "Put the occupied protagonist in the foreground and the approaching person in a distinct background plane.", "editingRule": "Reveal the approaching figure before cutting closer to the protagonist response.", "failureMode": "Two faces appear without spatial cause or recognizable arrival.", "attentionHypothesis": "Contrast between stressed protagonist and pristine rival draws eye.", "evidenceStatus": "Actual segment observation, with director-authored constrained transfer; timestamps approximate" }, { "id": "D03", "name": "Different emotional states in one frame", "category": "acting", "evidence": [ { "reference": "targ", "start": 4.8, "end": 9.9, "observation": "Back in aisle. Blonde looks closely at brunette.", "review": "runs/gopure-dna/research/targ/dense/review-01-v01/evaluation.json", "reviewSha256": "59e935700393c28761e0629283f0e107018ea8a80e0495736cbf0a44fb061abd", "attentionHypothesisFromReviewer": "Proximity of characters heightens tension." } ], "generationRule": "Give each character a different observable posture, gaze and gesture; do not make both smile identically.", "editingRule": "Hold enough to read both states, then isolate the affected person.", "failureMode": "Generic smiling or exaggerated villainy replaces interpersonal tension.", "attentionHypothesis": "Proximity of characters heightens tension.", "evidenceStatus": "Actual segment observation, with director-authored constrained transfer; timestamps approximate" }, { "id": "D04", "name": "An interrupted action opens a question", "category": "hook", "evidence": [ { "reference": "sisterbrazil", "start": 19.8, "end": 21.0, "observation": "Woman looks up toward the ceiling.", "review": "runs/gopure-dna/research/sisterbrazil/dense/review-01-v01/evaluation.json", "reviewSha256": "a6d527df1453fb15fecbe4ed6ef8f1593c8ab76e86c983a442f258a3b85b8c9f", "attentionHypothesisFromReviewer": "Vertical eye movement directs viewer expectation." } ], "generationRule": "A hand or body begins a normal action, stops on a new stimulus, and visibly redirects attention.", "editingRule": "Cut while the viewer understands the interruption but before the consequence is fully resolved.", "failureMode": "Random motion has no question or consequence.", "attentionHypothesis": "Vertical eye movement directs viewer expectation.", "evidenceStatus": "Actual segment observation, with director-authored constrained transfer; timestamps approximate" }, { "id": "D05", "name": "Gaze has a visible destination", "category": "editing", "evidence": [ { "reference": "targ", "start": 45.6, "end": 56.5, "observation": "Blonde woman enters frame, scans protagonist's face, smiles.", "review": "runs/gopure-dna/research/targ/dense/review-02-v01/evaluation.json", "reviewSha256": "ce825292c3b8892ac7bace72e8686be003190790c93f13bade72c06f2d53d821", "attentionHypothesisFromReviewer": "Focus on the blonde's eyes tracking the protagonist's face." } ], "generationRule": "Make one deliberate eye movement toward the specific offscreen person or concern; keep head movement restrained.", "editingRule": "Pair the look with its destination and the receiver reaction; maintain left/right screen direction.", "failureMode": "The character looks down for no legible reason or the cut points elsewhere.", "attentionHypothesis": "Focus on the blonde's eyes tracking the protagonist's face.", "evidenceStatus": "Actual segment observation, with director-authored constrained transfer; timestamps approximate" }, { "id": "D06", "name": "Cause, action, reaction", "category": "story", "evidence": [ { "reference": "svekr", "start": 168.5, "end": 172.6, "observation": "Mother-in-law reacts.", "review": "runs/gopure-dna/research/svekr/dense/review-06-v01/evaluation.json", "reviewSha256": "103bdc48a0fd9383e6413d058e74cbdb55a589f81dda5286e9310a18c335624f", "attentionHypothesisFromReviewer": "Focus on frozen posture" } ], "generationRule": "Stage one clear cause, a physical response, then an observable change of expression or posture.", "editingRule": "Build pairs or triplets; show the consequence before switching topics.", "failureMode": "The edit is a collection of unrelated beautiful poses.", "attentionHypothesis": "Focus on frozen posture", "evidenceStatus": "Actual segment observation, with director-authored constrained transfer; timestamps approximate" }, { "id": "D07", "name": "A prop carries the internal state", "category": "props", "evidence": [ { "reference": "sisterbrazil", "start": 1.8, "end": 3.0, "observation": "Suitcase rolls across suburban lawn.", "review": "runs/gopure-dna/research/sisterbrazil/dense/review-01-v01/evaluation.json", "reviewSha256": "a6d527df1453fb15fecbe4ed6ef8f1593c8ab76e86c983a442f258a3b85b8c9f", "attentionHypothesisFromReviewer": "Moving object retains visual tracking." } ], "generationRule": "Make a concrete story prop change the action: it is gripped, left behind, received, lowered or returned.", "editingRule": "Introduce the prop early and make its later use mean something different.", "failureMode": "Decorative objects replace causal storytelling.", "attentionHypothesis": "Moving object retains visual tracking.", "evidenceStatus": "Actual segment observation, with director-authored constrained transfer; timestamps approximate" }, { "id": "D08", "name": "Escalate through everyday consequences", "category": "story", "evidence": [ { "reference": "krov", "start": 49.0, "end": 53.0, "observation": "Rapid montage of outfit changes in mirror.", "review": "runs/gopure-dna/research/krov/dense/review-02-v01/evaluation.json", "reviewSha256": "5b120167e93e0c2f49456f3ec9a3760fe6bc106c9836a5c3aaaaec205aa0dd92", "attentionHypothesisFromReviewer": "Rapid cuts simulate frantic energy" } ], "generationRule": "Express insecurity through specific behavior such as avoiding a photo or repeatedly adjusting clothing.", "editingRule": "Use a short sequence of different consequences instead of repeating one sad face.", "failureMode": "More crying without new information flattens the scene.", "attentionHypothesis": "Rapid cuts simulate frantic energy", "evidenceStatus": "Actual segment observation, with director-authored constrained transfer; timestamps approximate" }, { "id": "D09", "name": "Cut on meaning before metronomic timing", "category": "rhythm", "evidence": [ { "reference": "targ", "start": 35.2, "end": 38.7, "observation": "Woman in aisle holding cream box, looking sad.", "review": "runs/gopure-dna/research/targ/dense/review-02-v01/evaluation.json", "reviewSha256": "ce825292c3b8892ac7bace72e8686be003190790c93f13bade72c06f2d53d821", "attentionHypothesisFromReviewer": "Focus on hyperpigmentation and sad expression." } ], "generationRule": "Make the visible verb match the meaning of the current lyric phrase; leave room for the action to complete.", "editingRule": "Prefer a lyric, decision, gaze or gesture boundary; use a nearby music beat when it preserves the meaning.", "failureMode": "Every beat gets a random cut, or the image lags the lyric by a whole phrase.", "attentionHypothesis": "Focus on hyperpigmentation and sad expression.", "evidenceStatus": "Actual segment observation, with director-authored constrained transfer; timestamps approximate" }, { "id": "D10", "name": "Alternate context, face, detail", "category": "camera", "evidence": [ { "reference": "svekr", "start": 45.3, "end": 46.5, "observation": "Woman opens car door in parking lot.", "review": "runs/gopure-dna/research/svekr/dense/review-02-v01/evaluation.json", "reviewSha256": "5d2d7324d2912f6caeb306615f7a7c7b6f44601edd5c74ef2298a6ce561e37a8", "attentionHypothesisFromReviewer": "Golden lighting contrasts sad mood" } ], "generationRule": "Choose one purposeful shot scale and a strong focal subject. Keep detail shots genuinely tighter than context shots.", "editingRule": "Alternate wide context, medium interaction, close reaction and insert; avoid three equivalent framings in succession.", "failureMode": "A run of identical medium portraits feels static even when clips change.", "attentionHypothesis": "Golden lighting contrasts sad mood", "evidenceStatus": "Actual segment observation, with director-authored constrained transfer; timestamps approximate" }, { "id": "D11", "name": "Foreground creates emotional distance", "category": "staging", "evidence": [ { "reference": "targ", "start": 172.0, "end": 180.0, "observation": "Close-up of the protagonist smiling, with the rival out of focus behind her.", "review": "runs/gopure-dna/research/targ/dense/review-06-v01/evaluation.json", "reviewSha256": "33b67fa1814c1043124821cded6793b88c073ca279ca416e3c117fdad60547d9", "attentionHypothesisFromReviewer": "Depth of field forces focus entirely on her emotional state." } ], "generationRule": "Use a meaningful shoulder, shelf edge, mirror rim or prop as a foreground layer; keep the protagonist readable.", "editingRule": "Let foreground obstruction increase in insecure scenes and ease when the character reengages.", "failureMode": "Foreground clutter obscures the face, concern or essential hand action.", "attentionHypothesis": "Depth of field forces focus entirely on her emotional state.", "evidenceStatus": "Actual segment observation, with director-authored constrained transfer; timestamps approximate" }, { "id": "D12", "name": "Space expresses isolation or belonging", "category": "staging", "evidence": [ { "reference": "krov", "start": 24.0, "end": 30.0, "observation": "Woman alone in dark room looking out window.", "review": "runs/gopure-dna/research/krov/dense/review-01-v01/evaluation.json", "reviewSha256": "20fa33d98cfc5f81eaf95ba76170ce2b980a3440f784f7dbcacbcbc695942b0a", "attentionHypothesisFromReviewer": "Silhouette creates striking image." } ], "generationRule": "Use empty space and separated blocking for isolation; use shared space and reciprocal gestures for connection.", "editingRule": "Contrast the earlier lonely composition with a later shared composition.", "failureMode": "All characters stand centered at the same distance for every emotional state.", "attentionHypothesis": "Silhouette creates striking image.", "evidenceStatus": "Actual segment observation, with director-authored constrained transfer; timestamps approximate" }, { "id": "D13", "name": "Mirror as subjective viewpoint", "category": "camera", "evidence": [ { "reference": "targ", "start": 24.3, "end": 27.5, "observation": "Brunette looking in mirror, touching face.", "review": "runs/gopure-dna/research/targ/dense/review-01-v01/evaluation.json", "reviewSha256": "59e935700393c28761e0629283f0e107018ea8a80e0495736cbf0a44fb061abd", "attentionHypothesisFromReviewer": "Mirror shot creates intimacy and focus on flaws." } ], "generationRule": "Shoot one coherent person and reflection; the gaze moves from the concern to the eyes or vice versa.", "editingRule": "Return to the same mirror relationship later with a different gesture.", "failureMode": "Double faces, inconsistent reflections or a mirror used only as decoration.", "attentionHypothesis": "Mirror shot creates intimacy and focus on flaws.", "evidenceStatus": "Actual segment observation, with director-authored constrained transfer; timestamps approximate" }, { "id": "D14", "name": "A short memory changes the present", "category": "story", "evidence": [ { "reference": "targ", "start": 56.5, "end": 60.0, "observation": "Black and white wedding shot. Happy couple.", "review": "runs/gopure-dna/research/targ/dense/review-02-v01/evaluation.json", "reviewSha256": "ce825292c3b8892ac7bace72e8686be003190790c93f13bade72c06f2d53d821", "attentionHypothesisFromReviewer": "Contrast of flawless skin vs current state." } ], "generationRule": "Show a distinct past action using the established adult identities; signal the memory through setting, wardrobe and restrained cooler light.", "editingRule": "Keep the memory brief and return to the present reaction; never imply a present-day state regression.", "failureMode": "De-aging, a new actor, or a flashback that confuses the timeline.", "attentionHypothesis": "Contrast of flawless skin vs current state.", "evidenceStatus": "Actual segment observation, with director-authored constrained transfer; timestamps approximate" }, { "id": "D15", "name": "Anchor the eye across a cut", "category": "editing", "evidence": [ { "reference": "sisterbrazil", "start": 324.5, "end": 326.5, "observation": "Husband staring from his table.", "review": "runs/gopure-dna/research/sisterbrazil/dense/review-11-v01/evaluation.json", "reviewSha256": "babb753163f9e5b2ed4acc24ac279a6db38967dd187d19659a5c8d68f483fcc6", "attentionHypothesisFromReviewer": "Locks the two characters in a visual standoff" } ], "generationRule": "Place the important eyes, hand or prop near the intended screen position for the next shot.", "editingRule": "Preserve an eye-trace anchor for continuity; use deliberate scale contrast for a reveal.", "failureMode": "Every cut forces a search for the important object.", "attentionHypothesis": "Locks the two characters in a visual standoff", "evidenceStatus": "Actual segment observation, with director-authored constrained transfer; timestamps approximate" }, { "id": "D16", "name": "Replace dialogue with bodily decisions", "category": "acting", "evidence": [ { "reference": "targ", "start": 90.0, "end": 100.0, "observation": "Two women converse in a dance studio waiting area.", "review": "runs/gopure-dna/research/targ/dense/review-04-v01/evaluation.json", "reviewSha256": "1b94d4f91b25e3466c2fd77185a0864089e98b89adfbbcd6305c03ac4431398c", "attentionHypothesisFromReviewer": "Dialogue engages viewer curiosity." } ], "generationRule": "Communicate through an open palm, lowered hand, nod, lean, gaze, shoulder change or smile. Keep mouths relaxed, without speech or singing.", "editingRule": "Let the unchanged vocalist carry all words. Cut to listening reactions rather than requesting lip sync.", "failureMode": "Rhythmic talking mouths or new dialogue compete with the song.", "attentionHypothesis": "Dialogue engages viewer curiosity.", "evidenceStatus": "Actual segment observation, with director-authored constrained transfer; timestamps approximate" }, { "id": "D17", "name": "A reaction has a beginning and a turn", "category": "acting", "evidence": [ { "reference": "krov", "start": 9.0, "end": 11.0, "observation": "Woman enters bathroom, grabs towel at mirror.", "review": "runs/gopure-dna/research/krov/dense/review-01-v01/evaluation.json", "reviewSha256": "20fa33d98cfc5f81eaf95ba76170ce2b980a3440f784f7dbcacbcbc695942b0a", "attentionHypothesisFromReviewer": "Reflection adds depth to emotion." } ], "generationRule": "Give a micro-reaction a visible progression: recognition, held breath, small shift, then a settled response.", "editingRule": "Retain the turning point and a short readable settle.", "failureMode": "An expression snaps instantly or stays unchanged for the entire shot.", "attentionHypothesis": "Reflection adds depth to emotion.", "evidenceStatus": "Actual segment observation, with director-authored constrained transfer; timestamps approximate" }, { "id": "D18", "name": "Start late and finish the useful beat early", "category": "rhythm", "evidence": [ { "reference": "sisterbrazil", "start": 22.0, "end": 24.0, "observation": "Woman's eyes visible through a cracked door.", "review": "runs/gopure-dna/research/sisterbrazil/dense/review-01-v01/evaluation.json", "reviewSha256": "a6d527df1453fb15fecbe4ed6ef8f1593c8ab76e86c983a442f258a3b85b8c9f", "attentionHypothesisFromReviewer": "Framing within a frame highly concentrates focus." } ], "generationRule": "Begin close to the meaningful action and finish its essential movement inside the retained interval.", "editingRule": "Trim preparation and idle tails without cutting off the gesture.", "failureMode": "The interesting action begins after the editor has to leave the shot.", "attentionHypothesis": "Framing within a frame highly concentrates focus.", "evidenceStatus": "Actual segment observation, with director-authored constrained transfer; timestamps approximate" }, { "id": "D19", "name": "A new location resets attention", "category": "world", "evidence": [ { "reference": "targ", "start": 80.3, "end": 85.8, "observation": "Waiting room of a dance studio; woman stands looking despondent near a seated woman reading.", "review": "runs/gopure-dna/research/targ/dense/review-03-v01/evaluation.json", "reviewSha256": "9aa5b26373bd780c982e4c851a4167ec3bde3d4b373873d06c4ea7e61d637ed4", "attentionHypothesisFromReviewer": "Depth of field separates the mundane waiting area from the idealized dance studio." } ], "generationRule": "Make the new setting recognizable through one relevant action and two specific environmental anchors.", "editingRule": "Use a wide or moving context shot when changing story location, then move closer.", "failureMode": "Teleporting faces or repeated generic rooms make the story difficult to follow.", "attentionHypothesis": "Depth of field separates the mundane waiting area from the idealized dance studio.", "evidenceStatus": "Actual segment observation, with director-authored constrained transfer; timestamps approximate" }, { "id": "D20", "name": "Routine compressed into distinct actions", "category": "rhythm", "evidence": [ { "reference": "media-922fbf8f0e9c", "start": 32.8, "end": 34.9, "observation": "Close up of palm, glowing red veins animate over the skin.", "review": "runs/gopure-dna/research/media-922fbf8f0e9c/dense/review-02-v01/evaluation.json", "reviewSha256": "2bc85faba9edff24df65fe2ec76ce33c856239a4111e9dccf1d7f9619d2acee9", "attentionHypothesisFromReviewer": "Glowing VFX" } ], "generationRule": "Show one complete simple action per setup with a new hand, object or body arrangement.", "editingRule": "Accelerate a short list with distinct inserts, then brake on the consequence.", "failureMode": "Rapid cuts repeat the same information or become a frantic continuous montage.", "attentionHypothesis": "Glowing VFX", "evidenceStatus": "Actual segment observation, with director-authored constrained transfer; timestamps approximate" }, { "id": "D21", "name": "Time passage is explicit", "category": "continuity", "evidence": [ { "reference": "sisterbrazil", "start": 228.2, "end": 230.8, "observation": "Insert of a loose wedding ring spinning on a finger.", "review": "runs/gopure-dna/research/sisterbrazil/dense/review-08-v01/evaluation.json", "reviewSha256": "529d74282ea0510527f453a24ef9cddc224038f42ff828f844303869a20c25c1", "attentionHypothesisFromReviewer": "ECU insert resets visual monotony" } ], "generationRule": "Show a calendar, repeated routine or a clear scene boundary before any permitted later care state.", "editingRule": "Typeset the existing week-three/week-four language; never morph baseline into improvement during application.", "failureMode": "A miraculous in-shot change implies an immediate result.", "attentionHypothesis": "ECU insert resets visual monotony", "evidenceStatus": "Actual segment observation, with director-authored constrained transfer; timestamps approximate" }, { "id": "D22", "name": "Identity anchors survive character evolution", "category": "character", "evidence": [ { "reference": "svekr", "start": 168.5, "end": 172.6, "observation": "Mother-in-law reacts.", "review": "runs/gopure-dna/research/svekr/dense/review-06-v01/evaluation.json", "reviewSha256": "103bdc48a0fd9383e6413d058e74cbdb55a589f81dda5286e9310a18c335624f", "attentionHypothesisFromReviewer": "Focus on frozen posture" } ], "generationRule": "Keep the approved face, age, hair identity, eyes and body while expression, posture, wardrobe and social behavior evolve.", "editingRule": "Compare recognizable anchors across distant scenes, not just adjacent clips.", "failureMode": "The apparent improvement is a younger or different person.", "attentionHypothesis": "Focus on frozen posture", "evidenceStatus": "Actual segment observation, with director-authored constrained transfer; timestamps approximate" }, { "id": "D23", "name": "Wardrobe communicates participation", "category": "character", "evidence": [ { "reference": "sisterbrazil", "start": 271.0, "end": 274.5, "observation": "MC in green dress looking in mirror.", "review": "runs/gopure-dna/research/sisterbrazil/dense/review-10-v01/evaluation.json", "reviewSha256": "64dd91e3d7e1e3adcb9431d1cc77975124aab2a45296ad91defb6636db987b95", "attentionHypothesisFromReviewer": "Mirror reflection creates dual focus" } ], "generationRule": "Use the planned transition from protective everyday clothing to an open-neck occasion outfit, with the same person underneath.", "editingRule": "Connect the clothing change to a story event and the abandonment of hiding behavior.", "failureMode": "A glamour makeover or unrelated outfit change substitutes for emotional progress.", "attentionHypothesis": "Mirror reflection creates dual focus", "evidenceStatus": "Actual segment observation, with director-authored constrained transfer; timestamps approximate" }, { "id": "D24", "name": "Posture is an evolving variable", "category": "character", "evidence": [ { "reference": "krov", "start": 318.3, "end": 324.5, "observation": "Woman emerges in a white dress; husband joins her and they walk toward the door.", "review": "runs/gopure-dna/research/krov/dense/review-11-v01/evaluation.json", "reviewSha256": "a5c3fcf80307d8c1f69dd5849538a1e1aecd2fe4691ad40323669bf8083a48e0", "attentionHypothesisFromReviewer": "The husband's reaction validates her transformation." } ], "generationRule": "Early shoulders are guarded and hands hover near clothing; later shoulders relax and hands participate freely.", "editingRule": "Match an earlier and later behavior so the difference reads without relying on skin detail.", "failureMode": "The body changes shape or every stage uses identical defensive posture.", "attentionHypothesis": "The husband's reaction validates her transformation.", "evidenceStatus": "Actual segment observation, with director-authored constrained transfer; timestamps approximate" }, { "id": "D25", "name": "A callback reverses a prop meaning", "category": "payoff", "evidence": [ { "reference": "targ", "start": 143.0, "end": 146.0, "observation": "Woman throws foundation bottles into the trash.", "review": "runs/gopure-dna/research/targ/dense/review-05-v01/evaluation.json", "reviewSha256": "c2d7dfc7ff67cb0da07af8dca41392e2ae837ac798003ee588a9bc94e749fbc5", "attentionHypothesisFromReviewer": "Destructive or discarding actions are visually arresting." } ], "generationRule": "Show the previously protective prop now left at rest while the character chooses connection or participation.", "editingRule": "Recall the earlier scarf/photo/mirror framing before showing the changed choice.", "failureMode": "A callback repeats footage without a new meaning.", "attentionHypothesis": "Destructive or discarding actions are visually arresting.", "evidenceStatus": "Actual segment observation, with director-authored constrained transfer; timestamps approximate" }, { "id": "D26", "name": "Recognition comes through another person", "category": "payoff", "evidence": [ { "reference": "targ", "start": 128.0, "end": 135.0, "observation": "Daughter compliments mother in living room.", "review": "runs/gopure-dna/research/targ/dense/review-05-v01/evaluation.json", "reviewSha256": "c2d7dfc7ff67cb0da07af8dca41392e2ae837ac798003ee588a9bc94e749fbc5", "attentionHypothesisFromReviewer": "Character interaction creates a strong focal point." } ], "generationRule": "Have a supporting character notice a specific changed behavior, pause, then respond warmly; the protagonist reacts.", "editingRule": "Show both the observation and its reception, not just a complimenting face.", "failureMode": "Unmotivated amazement or exaggerated praise makes the moment feel manufactured.", "attentionHypothesis": "Character interaction creates a strong focal point.", "evidenceStatus": "Actual segment observation, with director-authored constrained transfer; timestamps approximate" }, { "id": "D27", "name": "Delay the social payoff", "category": "story", "evidence": [ { "reference": "sisterbrazil", "start": 323.0, "end": 324.5, "observation": "Protagonist turns her head to look behind her.", "review": "runs/gopure-dna/research/sisterbrazil/dense/review-11-v01/evaluation.json", "reviewSha256": "babb753163f9e5b2ed4acc24ac279a6db38967dd187d19659a5c8d68f483fcc6", "attentionHypothesisFromReviewer": "Prepares POV shot" } ], "generationRule": "Let the returning social figure approach or look before the protagonist reveals the changed response.", "editingRule": "Pay off an earlier open question after intervening action and time, then allow a short reaction hold.", "failureMode": "The opening resolves immediately and the remainder has no unanswered question.", "attentionHypothesis": "Prepares POV shot", "evidenceStatus": "Actual segment observation, with director-authored constrained transfer; timestamps approximate" }, { "id": "D28", "name": "Status reversal changes the blocking", "category": "payoff", "evidence": [ { "reference": "targ", "start": 159.0, "end": 166.0, "observation": "The two women stand in the lobby; the blonde woman approaches with surprise.", "review": "runs/gopure-dna/research/targ/dense/review-06-v01/evaluation.json", "reviewSha256": "33b67fa1814c1043124821cded6793b88c073ca279ca416e3c117fdad60547d9", "attentionHypothesisFromReviewer": "The physical touch draws attention as a sign of lowered defenses." } ], "generationRule": "Restage the earlier encounter with equal eye level, respectful distance, steady gaze and reciprocal warmth.", "editingRule": "Use comparable opposing angles so viewers recognize the reversal.", "failureMode": "Humiliation or revenge is added to a song about sincere self-worth.", "attentionHypothesis": "The physical touch draws attention as a sign of lowered defenses.", "evidenceStatus": "Actual segment observation, with director-authored constrained transfer; timestamps approximate" }, { "id": "D29", "name": "Tactile macro provides sensory variation", "category": "detail", "evidence": [ { "reference": "media-922fbf8f0e9c", "start": 144.0, "end": 146.0, "observation": "Man holds Resilia product bag, smiling and pointing.", "review": "runs/gopure-dna/research/media-922fbf8f0e9c/dense/review-05-v01/evaluation.json", "reviewSha256": "78095b0f5b448854c9caa2d42abed4d0fd9280954eebf2adb4f0e690b676962f", "attentionHypothesisFromReviewer": "Smiling face next to product builds trust" } ], "generationRule": "Use a coherent close-up of a tiny amount, water bead, cream surface, ingredient or hand contact with visible physical texture.", "editingRule": "Place macros between human beats to renew scale and sensation; return to the person afterward.", "failureMode": "Arbitrary beauty footage interrupts the causal story.", "attentionHypothesis": "Smiling face next to product builds trust", "evidenceStatus": "Actual segment observation, with director-authored constrained transfer; timestamps approximate" }, { "id": "D30", "name": "Visualize an abstraction within claim limits", "category": "metaphor", "evidence": [ { "reference": "media-922fbf8f0e9c", "start": 100.5, "end": 103.5, "observation": "3D artery with golden particles entering.", "review": "runs/gopure-dna/research/media-922fbf8f0e9c/dense/review-04-v01/evaluation.json", "reviewSha256": "a7b77789ab8adaa1d85cafa00ab023f99b95dc6b4c79855f28c2caf0b9643e7e", "attentionHypothesisFromReviewer": "Connecting the gold glow from the garlic to the bloodstream creates visual continuity." } ], "generationRule": "Express moisture or texture using an abstract cosmetic still life; no anatomy, glowing treatment, disappearing flaws or invented biological mechanism.", "editingRule": "Label illustrative care where relevant and keep a clear boundary between metaphor and comparison evidence.", "failureMode": "A satisfying animation silently becomes a clinical or immediate-efficacy claim.", "attentionHypothesis": "Connecting the gold glow from the garlic to the bloodstream creates visual continuity.", "evidenceStatus": "Actual segment observation, with director-authored constrained transfer; timestamps approximate" }, { "id": "D31", "name": "Product enters through a story action", "category": "product", "evidence": [ { "reference": "targ", "start": 108.0, "end": 116.0, "observation": "Seated woman hands a pink tube to the standing woman.", "review": "runs/gopure-dna/research/targ/dense/review-04-v01/evaluation.json", "reviewSha256": "1b94d4f91b25e3466c2fd77185a0864089e98b89adfbbcd6305c03ac4431398c", "attentionHypothesisFromReviewer": "Physical exchange anchors the solution." } ], "generationRule": "Introduce the exact product when a character offers, receives or uses it; it must have a purpose in the scene.", "editingRule": "Keep early failed-solution jars generic; reserve goPure for the lyric handoff and later routine.", "failureMode": "The hero product appears before it exists in the story or replaces every prop.", "attentionHypothesis": "Physical exchange anchors the solution.", "evidenceStatus": "Actual segment observation, with director-authored constrained transfer; timestamps approximate" }, { "id": "D32", "name": "A handoff has ownership and release", "category": "product", "evidence": [ { "reference": "targ", "start": 108.0, "end": 116.0, "observation": "Seated woman hands a pink tube to the standing woman.", "review": "runs/gopure-dna/research/targ/dense/review-04-v01/evaluation.json", "reviewSha256": "1b94d4f91b25e3466c2fd77185a0864089e98b89adfbbcd6305c03ac4431398c", "attentionHypothesisFromReviewer": "Physical exchange anchors the solution." } ], "generationRule": "One person offers one jar, the other secures it, then the first hand releases. Show coherent fingers and gravity.", "editingRule": "Keep the transfer legible; cut after ownership is clear.", "failureMode": "Teleportation, duplicate jars, fused hands or an object floating between people.", "attentionHypothesis": "Physical exchange anchors the solution.", "evidenceStatus": "Actual segment observation, with director-authored constrained transfer; timestamps approximate" }, { "id": "D33", "name": "Instruction and execution are different beats", "category": "instruction", "evidence": [ { "reference": "targ", "start": 118.0, "end": 120.0, "observation": "Woman applies product in bathroom.", "review": "runs/gopure-dna/research/targ/dense/review-04-v01/evaluation.json", "reviewSha256": "1b94d4f91b25e3466c2fd77185a0864089e98b89adfbbcd6305c03ac4431398c", "attentionHypothesisFromReviewer": "Application proves commitment to the solution." } ], "generationRule": "For advice, show a dry gesture in the air. For actual use, show a small dose on the correct region and the requested gentle direction.", "editingRule": "Order preparation, dosing, upward application and finish to follow the existing lyrics.", "failureMode": "A later step appears before its cause or another character receives the target concern.", "attentionHypothesis": "Application proves commitment to the solution.", "evidenceStatus": "Actual segment observation, with director-authored constrained transfer; timestamps approximate" }, { "id": "D34", "name": "The amount and finish are visible", "category": "instruction", "evidence": [ { "reference": "media-922fbf8f0e9c", "start": 142.0, "end": 144.0, "observation": "Man in car presents dark amber softgel, looking pleased.", "review": "runs/gopure-dna/research/media-922fbf8f0e9c/dense/review-05-v01/evaluation.json", "reviewSha256": "78095b0f5b448854c9caa2d42abed4d0fd9280954eebf2adb4f0e690b676962f", "attentionHypothesisFromReviewer": "Contrast in color from previous yellow pill highlights difference" } ], "generationRule": "A fingertip takes a tiny amount, applies a thin layer, then leaves a natural surface. Keep the container stable.", "editingRule": "Use separate dosing and finishing details when the lyrics name them.", "failureMode": "A huge cream blob, white mask, sticky strings or hidden application cannot support the line.", "attentionHypothesis": "Contrast in color from previous yellow pill highlights difference", "evidenceStatus": "Actual segment observation, with director-authored constrained transfer; timestamps approximate" }, { "id": "D35", "name": "Progress is shown in separate states", "category": "proof", "evidence": [ { "reference": "targ", "start": 123.0, "end": 128.0, "observation": "Woman inspects her reflection; melasma is noticeably lighter.", "review": "runs/gopure-dna/research/targ/dense/review-05-v01/evaluation.json", "reviewSha256": "c2d7dfc7ff67cb0da07af8dca41392e2ae837ac798003ee588a9bc94e749fbc5", "attentionHypothesisFromReviewer": "Mirror reflection naturally frames the subject of interest." } ], "generationRule": "Use exactly the approved baseline, first-use, week-three or week-four reference for this shot; no interpolation by the model.", "editingRule": "Separate time jumps from state portraits, then show changed daily behavior.", "failureMode": "Instant smoothing or transferring the concern to another character.", "attentionHypothesis": "Mirror reflection naturally frames the subject of interest.", "evidenceStatus": "Actual segment observation, with director-authored constrained transfer; timestamps approximate" }, { "id": "D36", "name": "Give the concern enough readable screen area", "category": "proof", "evidence": [ { "reference": "targ", "start": 71.5, "end": 80.3, "observation": "Portrait of woman with skin patches against a plain background.", "review": "runs/gopure-dna/research/targ/dense/review-03-v01/evaluation.json", "reviewSha256": "9aa5b26373bd780c982e4c851a4167ec3bde3d4b373873d06c4ea7e61d637ed4", "attentionHypothesisFromReviewer": "Removing background isolates the subject's vulnerability." } ], "generationRule": "Keep the full neck region visible at a useful scale, with the exact neutral comparison crop, light and pose for proof shots.", "editingRule": "Hold matched comparisons long enough to inspect and keep captions away from the neck.", "failureMode": "Lighting, pose, zoom or cropping manufactures the appearance of improvement.", "attentionHypothesis": "Removing background isolates the subject's vulnerability.", "evidenceStatus": "Actual segment observation, with director-authored constrained transfer; timestamps approximate" }, { "id": "D37", "name": "Captions have one stable reading zone", "category": "captions", "evidence": [ { "reference": "targ", "start": 90.0, "end": 100.0, "observation": "Two women converse in a dance studio waiting area.", "review": "runs/gopure-dna/research/targ/dense/review-04-v01/evaluation.json", "reviewSha256": "1b94d4f91b25e3466c2fd77185a0864089e98b89adfbbcd6305c03ac4431398c", "attentionHypothesisFromReviewer": "Dialogue engages viewer curiosity." } ], "generationRule": "Keep critical faces, hands, feet and concern detail out of the lower caption area. Do not generate text in footage.", "editingRule": "Use the exact existing Ukrainian phrases, locally bundled fonts, strong contrast and stable placement.", "failureMode": "Captions hide the acting, feet or product or contain invented generated words.", "attentionHypothesis": "Dialogue engages viewer curiosity.", "evidenceStatus": "Actual segment observation, with director-authored constrained transfer; timestamps approximate" }, { "id": "D38", "name": "Emphasize meaning with restrained type", "category": "captions", "evidence": [ { "reference": "media-922fbf8f0e9c", "start": 58.5, "end": 60.0, "observation": "Man ties laces on dress shoes.", "review": "runs/gopure-dna/research/media-922fbf8f0e9c/dense/review-02-v01/evaluation.json", "reviewSha256": "2bc85faba9edff24df65fe2ec76ce33c856239a4111e9dccf1d7f9619d2acee9", "attentionHypothesisFromReviewer": "Hands working" } ], "generationRule": "Leave sufficient clear lower-frame space for a short caption and one emphasized word.", "editingRule": "Highlight a semantic keyword while the phrase is present; do not claim word-accurate timing without evidence.", "failureMode": "Full-screen kinetic type overwhelms the visual story or inaccurate karaoke contradicts the song.", "attentionHypothesis": "Hands working", "evidenceStatus": "Actual segment observation, with director-authored constrained transfer; timestamps approximate" }, { "id": "D39", "name": "Reading time survives the picture cuts", "category": "captions", "evidence": [ { "reference": "targ", "start": 188.7, "end": 194.488934, "observation": "Static product graphic.", "review": "runs/gopure-dna/research/targ/dense/review-07-v01/evaluation.json", "reviewSha256": "abfec0a8b0ea5c1e46687c5f54955e9f315e59ff53cccc3df9a669beada9630d", "attentionHypothesisFromReviewer": "Layout guides reading" } ], "generationRule": "Keep the product composition calm enough for the intended final reading interval.", "editingRule": "Keep a caption on its original phrase window even if the picture cuts underneath; preserve the full offer.", "failureMode": "The offer or a long lyric vanishes before it can be read.", "attentionHypothesis": "Layout guides reading", "evidenceStatus": "Actual segment observation, with director-authored constrained transfer; timestamps approximate" }, { "id": "D40", "name": "CTA depicts the requested action", "category": "conversion", "evidence": [ { "reference": "media-922fbf8f0e9c", "start": 177.5, "end": 180.0, "observation": "Hand taps product bag resting on car seat.", "review": "runs/gopure-dna/research/media-922fbf8f0e9c/dense/review-06-v01/evaluation.json", "reviewSha256": "0797c18dfb8f4eb7d30f8de74d2d830b5aab2a5998b41cab50e454dd026ce479", "attentionHypothesisFromReviewer": "Mimicking the required physical action increases click-through" } ], "generationRule": "Place the actual product beside a phone or package and make the physical action simple and relevant. Screen text is typeset in composition, not generated.", "editingRule": "On the existing call to leave a number, show the phone/product relation; on inspection/payment, show inspection.", "failureMode": "A fictitious checkout UI, payment method or offer is introduced.", "attentionHypothesis": "Mimicking the required physical action increases click-through", "evidenceStatus": "Actual segment observation, with director-authored constrained transfer; timestamps approximate" }, { "id": "D41", "name": "Self-worth lands before the offer", "category": "ending", "evidence": [ { "reference": "targ", "start": 180.0, "end": 182.9, "observation": "Woman smiles in bathroom mirror.", "review": "runs/gopure-dna/research/targ/dense/review-07-v01/evaluation.json", "reviewSha256": "abfec0a8b0ea5c1e46687c5f54955e9f315e59ff53cccc3df9a669beada9630d", "attentionHypothesisFromReviewer": "Mirror shot builds intimacy" } ], "generationRule": "End the personal story with a settled self-directed gaze or a returned everyday action, preserving maturity.", "editingRule": "Resolve the mirror/avoidance motif before pivoting to the product CTA.", "failureMode": "The product interrupts the emotional payoff or the ending depends on rival approval.", "attentionHypothesis": "Mirror shot builds intimacy", "evidenceStatus": "Actual segment observation, with director-authored constrained transfer; timestamps approximate" }, { "id": "D42", "name": "Hold reassurance through the final frame", "category": "ending", "evidence": [ { "reference": "svekr", "start": 272.58, "end": 275.58, "observation": "Product pouch on counter with loose pills and a digital guarantee seal appearing.", "review": "runs/gopure-dna/research/svekr/dense/review-10-v01/evaluation.json", "reviewSha256": "efbec487ba94c39f4a25faa7894a96b9bc9ffd083fe00779920740588e035a31", "attentionHypothesisFromReviewer": "Gold badge draws the eye and signifies trust/quality." } ], "generationRule": "Use a deliberate product composition with controlled ambient motion and a clean final settle.", "editingRule": "Keep the entire sixty-day return phrase and its reading hold; preserve the song ending.", "failureMode": "The film cuts to black, drops the offer, or truncates the final audio.", "attentionHypothesis": "Gold badge draws the eye and signifies trust/quality.", "evidenceStatus": "Actual segment observation, with director-authored constrained transfer; timestamps approximate" }, { "id": "D43", "name": "Energy comes in waves", "category": "rhythm", "evidence": [ { "reference": "sisterbrazil", "start": 324.5, "end": 326.5, "observation": "Husband staring from his table.", "review": "runs/gopure-dna/research/sisterbrazil/dense/review-11-v01/evaluation.json", "reviewSha256": "babb753163f9e5b2ed4acc24ac279a6db38967dd187d19659a5c8d68f483fcc6", "attentionHypothesisFromReviewer": "Locks the two characters in a visual standoff" } ], "generationRule": "Scale acting and camera motion to the beat: clear brisk action for escalation, restrained precise reaction for recognition.", "editingRule": "Alternate quick sequences with meaningful holds; a cut is not the only attention reset.", "failureMode": "Constant maximum speed removes contrast and makes emotional beats unreadable.", "attentionHypothesis": "Locks the two characters in a visual standoff", "evidenceStatus": "Actual segment observation, with director-authored constrained transfer; timestamps approximate" }, { "id": "D44", "name": "A single shot contains a small story", "category": "motion", "evidence": [ { "reference": "targ", "start": 45.6, "end": 56.5, "observation": "Blonde woman enters frame, scans protagonist's face, smiles.", "review": "runs/gopure-dna/research/targ/dense/review-02-v01/evaluation.json", "reviewSha256": "ce825292c3b8892ac7bace72e8686be003190790c93f13bade72c06f2d53d821", "attentionHypothesisFromReviewer": "Focus on the blonde's eyes tracking the protagonist's face." } ], "generationRule": "Within one camera setup, let an action trigger a gaze, gesture or posture change; the last frame must differ meaningfully from the first.", "editingRule": "Retain the internal turn. Use hard cuts between separate setups; avoid generic transitions unless they express a story relationship.", "failureMode": "A moving camera over an unchanged pose is mistaken for narrative progress.", "attentionHypothesis": "Focus on the blonde's eyes tracking the protagonist's face.", "evidenceStatus": "Actual segment observation, with director-authored constrained transfer; timestamps approximate" } ], "applicationMap": { "anticipation": [ "D01", "D02", "D04", "D18" ], "spatial threat": [ "D02", "D03", "D11" ], "open loop": [ "D04", "D07", "D27" ], "literal": [ "D06", "D09", "D18" ], "contrast": [ "D03", "D10", "D22" ], "reaction": [ "D05", "D17", "D44" ], "prop consequence": [ "D07", "D12", "D14" ], "consequence": [ "D06", "D08", "D12" ], "counterpoint": [ "D03", "D14", "D24" ], "problem visibility": [ "D05", "D35", "D36" ], "prop escalation": [ "D07", "D08", "D20" ], "location reset": [ "D19", "D10" ], "character detail": [ "D16", "D17", "D22" ], "failed solution": [ "D07", "D08", "D29" ], "visual evidence": [ "D07", "D10", "D20" ], "gaze cause": [ "D05", "D15", "D17" ], "gaze reaction": [ "D05", "D06", "D17" ], "matched concern": [ "D22", "D35", "D36", "D37" ], "emotional hold": [ "D17", "D39", "D43" ], "ambiguous social cue": [ "D03", "D16", "D17" ], "spatial consequence": [ "D08", "D11", "D12" ], "emotional counterpoint": [ "D14", "D24", "D27" ], "memory return": [ "D14", "D15", "D27" ], "emotional correction": [ "D16", "D17", "D24" ], "mirror motif": [ "D13", "D15", "D17" ], "callback": [ "D07", "D25" ], "energy reset": [ "D19", "D43", "D44" ], "mentor contrast": [ "D03", "D22", "D24" ], "positive curiosity": [ "D05", "D16", "D27" ], "action reaction": [ "D06", "D16", "D44" ], "relief": [ "D16", "D17", "D43" ], "reframe": [ "D16", "D24", "D44" ], "emotional transition": [ "D17", "D24", "D27" ], "ingredient visual": [ "D10", "D29", "D30" ], "bounded metaphor": [ "D29", "D30", "D37" ], "product as story prop": [ "D31", "D32", "D06" ], "routine preparation": [ "D07", "D18", "D33" ], "application direction": [ "D16", "D33", "D37" ], "tactile detail": [ "D29", "D32", "D34" ], "application action": [ "D33", "D34", "D35", "D36" ], "action payoff": [ "D06", "D34", "D35" ], "time passage": [ "D21", "D25", "D35" ], "matched progression": [ "D22", "D35", "D36", "D37" ], "external recognition": [ "D05", "D06", "D26" ], "prop reversal": [ "D07", "D25", "D26" ], "relational payoff": [ "D06", "D24", "D26" ], "behavior change": [ "D21", "D24", "D25" ], "qualification": [ "D22", "D30", "D37", "D39" ], "scene peak": [ "D19", "D23", "D37", "D43" ], "callback setup": [ "D02", "D23", "D27" ], "social reversal": [ "D03", "D17", "D28" ], "behavioral proof": [ "D22", "D24", "D28" ], "release": [ "D17", "D24", "D43" ], "earned recognition": [ "D02", "D26", "D28" ], "social payoff": [ "D16", "D26", "D28" ], "reaction hold": [ "D17", "D26", "D43" ], "memory callback": [ "D14", "D15", "D25" ], "contrast payoff": [ "D14", "D24", "D28" ], "relationship repair": [ "D16", "D26", "D28" ], "visual callback": [ "D13", "D25", "D41" ], "self-worth payoff": [ "D22", "D24", "D41" ], "cta action": [ "D31", "D38", "D39", "D40" ], "cta reassurance": [ "D32", "D39", "D40" ], "cta hold": [ "D31", "D37", "D39", "D42" ] }, "reviewRubric": { "actualVideoAccessRequired": true, "criticalFailuresAllowed": 0, "minimumApplicableScore": 4, "scales": "0..5; scores are reviewer judgments, not audience performance", "checks": [ "identity", "problemState", "actionReadability", "anatomy", "storyEnergy", "silentActing", "originalSoundtrack", "captionReadability" ], "localSamplingMaxGapSeconds": 0.5, "finalReview": "Complete contiguous audiovisual sections plus decoded output checks." }, "limitations": [ "No audience test, conversion experiment or dopamine measurement.", "AI shot observations and approximate timestamps need direct visual spot checks.", "The source critiques contain some unsuitable adaptation advice; only the adjudicated rules in this profile enter generation.", "Original videos stay local; transport proxies reduce visual detail." ] }