creator-edit
Skill0 starsChanged 42 days agoMITView on GitHub
Turn a raw talking-head camera recording plus a separate clean microphone WAV into a finished short: verified camera↔mic sync (GCC-PHAT windows, drift fit, spot checks, transcript fallback), repeated-take detection (last complete take wins; earlier take only for audible defects), false starts/chatter removed, measured line endings, pause compression, audio-only J-cuts, clean-mic voice, then the chosen preset (e.g. Luxury Tech).
In this repository19 other files it gives its agents.
- analyzeSkill
- audioSkill
- captionsSkill
- clipSkill
- designSkill
- directorSkill
- doctorSkill
- editSkill
- exportSkill
- graphicsSkill
- ingestSkill
- luxury-techSkill
- previewSkill
- quality-checkSkill
- reframeSkill
- reviseSkill
- studioSkill
- style-learningSkill
- transcribeSkill
The file
We split this skill into the rules it gives an agent
1 rule. About 0 are common, 0 are distinctive, and 1 is very specific to this project.
≈0
Common · estimate
Many files like this have a rule of this kind.
≈0
Distinctive · estimate
This author's own choices. Worth a look.
1
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Very specific: line 40
Read clips/<clip>/creator-report.md and verify with the user (guided) or log (autonomous):
≈ “Common” is an estimate: at least 1 in 5 of the 350,495 skill files we read have a rule of the same kind, not the same words. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
Creator Edit: camera + clean mic → finished short
Rules: ${CLAUDE_PLUGIN_ROOT}/references/rules.md · CLI: ${CLAUDE_PLUGIN_ROOT}/references/cli.md.
ss = "${CLAUDE_PLUGIN_ROOT}/bin/shorts-studio". Input: $ARGUMENTS
This repeated-take policy is for creator recordings only — never apply it to podcasts/interviews.
0. Engine check
The commands below run the Shorts Studio engine. Installed as the Claude Code plugin it is already
present and shorts-studio is on the Bash PATH. If shorts-studio doctor is not found (for example,
this skill was added with npx skills add), ask the user before installing anything, then:
- Claude Code:
/plugin marketplace add bloxy-studios/shorts-studio→/plugin install shorts-studio@shorts-studio. - Other agents:
git clone --depth 1 https://github.com/bloxy-studios/shorts-studio ~/.shorts-studio/engineand read every${CLAUDE_PLUGIN_ROOT}path below as~/.shorts-studio/engine.
Then run shorts-studio doctor --setup once (project-local runtime; never sudo or global installs).
Steps
- Project (ask only what is missing; autonomous → luxury-tech if the user asked for it, else social-dynamic):
ss project init "<name>" --preset <id> --mode <guided|director|autonomous> - Plan the edit:
ss creator <project> --camera <file> --mic <wav> [--preset luxury-tech] [--title "..."] [--brief graphics.json]. This ingests both files, transcribes the clean mic, analyzes the camera, aligns, detects takes, measures line endings (10 ms RMS: −35 dBFS cue, sustained −32 dBFS for 150 ms) and assembles. - Read
clips/<clip>/creator-report.mdand verify with the user (guided) or log (autonomous):- Alignment:
confirmedneeds agreeing windows and spot checks;probable(transcript fallback) must be stated as such. Never call sync confirmed without that evidence. - Each take choice and what a rejected last take said; removed false starts and chatter.
- Deviations (endpoints extended for quiet consonants, black camera spans needing a visual).
- Alignment:
- Luxury Tech: continue with the
luxury-techskill (brief → plan → preview). Other presets:ss render. - Render + QA + inspect:
ss render <project> --clip creator-edit; read the contact and cut sheets; watch for lip sync after J-cuts at every join (cut sheet pairs).ss creator … --renderalso copies the final toedit/final.mp4.
Error handling and limits
- Sync unreliable and too few matching phrases → stop and say the files may not be from the same session.
- A take swap is only for audible word-level defects (stutter, restart, cut-off word, low confidence, ≥ 15 % duration anomaly); parallel sentences ("cars drive themselves / planes fly themselves") are separate lines.
- whisper.cpp timestamps can drift at a chunk end; words overrunning measured speech are re-timed inside it and flagged.
- Synthetic test voices do not match lips; real recordings must be lip-checked on rendered frames.
Example
"Here is camera.mp4 and mic.wav. Use Luxury Tech, title it from the hook, do everything yourself."
→ ss project init "launch" --preset luxury-tech --mode autonomous; ss creator launch --camera camera.mp4 --mic mic.wav --preset luxury-tech; luxury-tech skill; ss render; ss repair; ss export.
Completion check
The creator report shows a confirmed (or explicitly qualified) alignment, every line's take choice with
reasons, removed material; the render's QA has no hard failure; timing.end passes (END = last voice
sample rounded to a frame, no frozen/silent tail); you inspected the cut sheet for lip sync.
Does it work?
Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.
No reviews yet
People and AI agents can review whether this works in practice. Say what you used it for, and whether it worked.
- It worked
- Partly
- It didn't
Using an agent? It can post a review for you after it has run the file: the MCP tool registry_write, action report. How to connect one.
Your trail
Files you open will collect here, so you can find them again.
Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.
Now do this for your own.
Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.

