Sung character ads
One integrated vocal-and-music track, then its film.
Ready to use when creating the new project
Fresh repo.
Proven parts.
A format we love.
New angles, products and people.
This is the implementation brief shaped by your answers. Keep the familiar trend studio, reuse the working code, and make the reverse-engineered format the thing that travels between films.
Paste the brief or this page URL into the new project. The kit contains instructions and manifests; production code and videos come from the verified donor sources.
01 / The direction is decided
Your answers are
the starting contract.
The new brief replaces the earlier open questions. Intermediate acceptance happens inside the workflow; you review the complete final film.
Use what works best
Persona is optional. Choose the route explicitly and keep its real results.
Borrow the whole style
Keep the music, visual finish, acting and pace close; adapt product and passports.
The reverse-engineered format
Use it for other angles, products and matching new trends.
Final film only
Keep executing internal reviews and repairs within the recorded brief and budget.
Loosen after failure five
Adjust the blocking creative criterion visibly; preserve every earlier result.
A clear, supported endpoint
The exact product evidence bounds what the film can show.
The familiar trend studio
Source, reverse-engineered flow, recreate controls and finished adaptations.
02 / This is what we reuse between films
A format is a recipe
with replaceable inputs.
Keep the source's recognizable creative character. Separate the reusable mechanisms from the facts that belong to one product or one story.
What gives it its identity
- Musical lane, vocal delivery and phrase rhythm.
- Visual finish, framing, camera and caption treatment.
- Facial acting, listener responses and emotional restraint.
- Hook mechanism, causal story moves and payoff style.
- Reference clips and timestamped evidence.
What the new film changes
- Angle, audience and situation.
- Product, supported claims, use and endpoint.
- Country, language and localized offer.
- Character identities and concern-state passports.
- Actual lyrics, shot plan and finished-audio clock.
HOW IT SHOULD WORK
Trend AReverse-engineer → format v1
→New angle / product / geoGenerate another adaptation
→Similar trend BMatch with evidence → reuse v1
Format matching stores reasons and differences. If the new trend does not fit, mark the mismatch and create an explicit new format. Keep old runs pinned to the format version they used.
The interface can stay familiar.
Trend
Source playback, format label, matching evidence and adaptations.
Reverse-engineered flow
What makes it work, what stays, what varies, and which 10/10 examples guide it.
Recreate
Product + geo + angle + passports + budget. Show the selected music route.
Final film
Complete playback, version, cost, compromises and approve / revise.
03 / Reuse the wheel
The donor map.
Exact files. Exact origins.
82 pinned file entries in 12 groups. Every link points to a specific commit. The new project gets its own code and data; it must not depend on a live worktree.
Copy · keep the module and its testsExtract · port the working functions and dependenciesReference · reuse the structure, replace the specifics
Showing all 12 groups.
EXTRACT5 file entries · 5edbbca
The familiar trend studio
Reuse renderWorld, buildProgramHtml and renderFactory interaction patterns; replace catalog assumptions with format → trend → adaptation data. Do not copy the 2,000-line app wholesale.
NEW HOME
web/trends, web/formats, web/adaptationsREFERENCE6 file entries · 5edbbca
Reverse-engineered formats
Use mechanisms, evidence, preserve/change decisions and source-fidelity structure. Lift named cast, product, geography, role counts and story details into per-format slots; the Target example is not a universal template.
NEW HOME
formats/<id>/format.json and source evidenceExact donor files
EXTRACT10 file entries · 46349e4
Suno cover and complete-track handling
Reuse actual upload-cover, task persistence, explicit take selection, audition and authorized edge-edit code. Keep song_contract, song_comparison and musical fingerprint dependencies together while extracting. Retain tests and adapt geo/language assumptions.
NEW HOME
app/providers/suno.py and app/audio/EXTRACT2 file entries · 255e2bc
Persona adapter, with failure history
Reuse the adapter and tests; it depends on gen helpers. Creation failed in the inspected experiment. Port it as an optional route, never mark its capability proven or force every film through it.
NEW HOME
app/providers/suno_persona.pyExact donor files
EXTRACT4 file entries · 5edbbca
Reference-conditioned images and motion
Reuse video_reference_paths, clip_input, actual negative-prompt delivery, reference hashes and paid-ledger merging. gen and harness/thumbs imports need explicit rewiring. Keep documented multimodal mode constraints and tests.
NEW HOME
app/providers/visuals.pyEXTRACT12 file entries · 46349e4
Working audio delivery and listening evidence
Reuse complete PCM identity verification, listening receipt capture and independent evaluation; identity imports gen and music_dna_reel. Preserve exact media contracts. Deep groove diagnostics stay available without becoming mandatory research for every run.
NEW HOME
app/audio/identity.py and app/quality/audio.pyExact donor files
- hookd/music_dna_audio_identity.py
- hookd/music_dna_reel.py
- hookd/music_dna_research.py
- hookd/evaluate_music.py
- hookd/music_dna_measure.py
- hookd/music_dna_text.py
- hookd/music_dna_groove.py
- hookd/test_music_dna_audio_identity.py
- hookd/test_music_dna_reel.py
- hookd/test_music_dna.py
- hookd/rebuilds/2026-09-07-gopure-v04/delivery-diagnosis-02/FINDINGS.md
- hookd/requirements-music-dna.txt
COPY2 file entries · 5edbbca
Word-timed caption grouping
Small standard-library module: copy with its tests, preserve behavior, then parameterize language only where needed. Do not reimplement word fragmentation and phrase grouping.
NEW HOME
app/media/song_captions.py and tests/Exact donor files
EXTRACT4 file entries · 5edbbca
The working FFmpeg finishing path
Extract Worker.assemble_video, caption_ass, ass_time, ass_text, clip_sources, lyric_pills and their required helpers/constants. Supply explicit paths, dimensions and caption font. Do not instantiate the legacy Worker in the new app or copy GoPure one-off scripts.
NEW HOME
app/media/assemble.pyEXTRACT6 file entries · 5edbbca
Problem state, facial evidence and selective repair
Retain exact product/cast/state bindings and actual motion evidence. review_problem depends on gen, music_dna_research and the harness contracts. Replace fixed taste thresholds with the owner's versioned fifth-rejection policy; never rewrite historical outcomes.
NEW HOME
app/quality/visual.py and contracts/EXTRACT15 file entries · 5edbbca
Durable jobs, asset versions and storage
Reuse existing Python/Postgres/R2 contracts and failure semantics. Keep ObjectStore's config/httpx dependencies. jobs and worker are coupled to the old Factory; extract leases, task reconciliation and event projection rather than importing its full workflow or adding another queue stack.
NEW HOME
app/jobs, app/storage, app/dbExact donor files
- platform/app/jobs.py
- platform/app/db.py
- platform/app/storage.py
- platform/app/config.py
- platform/app/workspace.py
- platform/migrations/001_initial.sql
- platform/migrations/003_no_automatic_retries.sql
- platform/migrations/005_job_serialisation.sql
- hookd/harness/manifest.py
- hookd/harness/test_state_manifest.py
- platform/requirements.txt
- platform/edge/src/index.js
- platform/edge/test/edge.test.js
- platform/edge/wrangler.toml
- platform/edge/package.json
COPY12 file entries · 5edbbca
Creative skills and the loved corpus
Copy the skills and required references as a starting point, then reconcile explicit owner policy in PROJECT_START.md before running imported validators. Preserve source-specific observations; 10/10 is owner taste, not a computed metric or a universal musical preset.
NEW HOME
references/music_dna_raw and skills/Exact donor files
- hookd/music-dna/corpus.json
- hookd/skills/music-creation-dna/SKILL.md
- hookd/skills/music-creation-dna/references/dna.md
- hookd/skills/music-creation-dna/references/evaluation.md
- hookd/skills/music-creation-dna/references/evidence.md
- hookd/skills/problem-state-passport/SKILL.md
- hookd/skills/problem-state-passport/references/contract.md
- hookd/skills/facial-performance/SKILL.md
- hookd/skills/facial-performance/references/evidence.md
- hookd/skills/facial-performance/references/contract.md
- hookd/skills/facial-performance/references/revision-loop.md
- hookd/facial-performance/reference-study.json
REFERENCE4 file entries · 5edbbca
Product dossier and state-passport example
Reuse the dossier structure and inspect the worked problem passport. Replace all GoPure facts, prices, geography, characters, images and endpoint when adapting a different product. Recorded seller claims are not automatically verified product evidence.
NEW HOME
products/<product>/ and passports/<cast>/These are inspected reuse candidates, not a claim that the 82 files form a standalone runnable app. The implementation must resolve imports, fonts, media tools, storage bindings and meaningful regression tests. Missing dependencies fail visibly.
04 / Our creative north star
These are our
10/10 examples.
The exact folder is data/music_dna_raw. All five originals are present and match the saved corpus hashes. They are the creative examples you love, across music, visuals, acting, pacing and story.
krov.mp4
6:29 · original video
SHA-256 verified6dc251be3d0ca7a1…media-922fbf8f0e9c.mp4
3:05 · original video
SHA-256 verifiedf90f964fb987783e…sisterbrazil.mp4
8:01 · original video
SHA-256 verifiedb8e3bc06f423d498…svekr.mp4
4:40 · original video
SHA-256 verifiedd22b2030c289e856…targ.mp4
3:14 · original video
SHA-256 verified1ad8be404d159994…Learn from the originals.
Calibrate reviews to the closest loved example. Do not flatten five different references into one compulsory voice, genre or plot. The 10/10 rating expresses your taste; product claims still need their own evidence.
Where the new project gets the exact originals
Verified source directory on this host: /workspaces/UGS/LevchykUGS/data/music_dna_raw/. Import read-only into references/music_dna_raw/ or content-addressed storage and verify every SHA-256 in the manifest.
On another host, transfer those same original files through the authorized media store. The public startup kit contains their manifest, not the videos. If an original is missing or mismatched, stop the import; generated remakes and thumbnails do not replace it.
Download the verified reference manifest ↓05 / Your new iteration policy
Keep improving.
Know when to loosen the test.
“More than four” means the fifth observed rejection for the same creative criterion. It triggers a recorded policy adjustment, not another identical loop.
Repair with feedback
Count by asset lineage, criterion and creative intent. A new take ID does not reset the count.
Adjust that criterion
Version the softer threshold. Save the five rejection IDs, old/new bounds and the reason.
Re-review before spending
Test the best preserved candidate under the new policy. Keep the old rejection and accepted siblings.
Relax precision that is blocking progress.
Examples: exact reaction timing, intensity above basic readability, a minor groove-similarity score or nonessential style precision.
Suggested implementation: a 0.5 reduction on a 1–5 subjective scale, down to 3.0; or a 20% tolerance increase, at most twice. These are configurable implementation defaults, not numbers you supplied. Wait for five further rejections before another adjustment.
Keep the product and delivery contract intact.
Do not loosen product evidence, required words, intelligibility, identities, concern ownership, actual use and elapsed time, observable required faces/states, complete media or budget limits.
A provider error or an inaccessible review is not a creative rejection. It does not increment this counter. Show any relaxed criteria with the final film; never relabel a prior failure as an unchanged strict pass.
This is an intentional change from the donor's blanket “never lower a threshold” rule. The new project's policy and ported validator must agree. Existing runs in the donor project are not rewritten.
06 / Speed without starting over
Reuse the research.
Automate the middle.
Reuse a verified format instead of analyzing it again. Reuse matching accepted assets. Keep provider dependencies warm, run independent ready scenes concurrently and repair only the failed descendants.
Known working inputs
Use tested provider payloads, complete-audio transport and the selected format's reference pack.
One planner, durable jobs
Code handles uploads, polls, captions and encoding. The planner handles creative decisions and specific repairs.
Your final review
Internal acceptance continues automatically within authority. Deliver one complete film with honest status.
Measure the new implementation's time and cost per accepted minute. The earlier 45–90-minute estimate remains a hypothesis, not a delivery promise.
07 / Give this to the new project
The handoff is ready.
Use this page URL as project context, copy the full brief, or attach the startup ZIP. The instructions name exactly what to reuse, where to find it and what to change.
Project implementation brief
Your decisions, the domain model, donor files, import sequence, validation policy and definition of done.
Read PROJECT_START.md ↗New project instructions
Copy the supplied instructions to the new repo's AGENTS.md. They reconcile your latest policy with historical skills.
Download instructions ↓Two exact manifests
Commit-pinned source files and five hash-verified, owner-rated 10/10 originals.
Reuse map ↓Reference manifest ↓Start a new repo. Keep the working parts.
82 source entries · 5 loved originals · your latest decisions
The first implementation has a concrete finish line
- The new repo runs without importing the donor worktree at runtime.
- Ported code has provenance, resolved dependencies and relevant tests.
- The five originals are verified and displayed as owner-rated 10/10 references.
- One format supports a second angle and a second product without engine changes.
- Similar trends can be classified with stored evidence and pinned format versions.
- The fifth-rejection policy passes boundary and hard-invariant tests.
- Once a film's budget is recorded, the pipeline delivers its complete sung film for your review.
This is the startup brief and reusable-source inventory. The new application has not been built by this page, and this page makes no paid generation calls. Donor GitHub links require access; the ZIP does not include private source code, secrets or the original videos.