Media Production
WrongStack/WrongStack
Create and process finished videos with Remotion, Motion Canvas, Manim, FFmpeg or an available AI video provider.
Intelligent editing of real user-supplied footage—understand it with transcript/inspected-frame/scene/silence/quality evidence, then choose deterministic timeline operations or a constrained…
$ npx skills add Orkas-AI/Orkas-VideoStudio --skill stage-edit -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install Orkas-AI/Orkas-VideoStudio stage-edit --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/Orkas-AI/Orkas-VideoStudio.git skills-src && mkdir -p .claude/skills && cp -r skills-src/packages/skills/stage-edit .claude/skills/stage-edit && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "stage-edit" agent skill from https://github.com/Orkas-AI/Orkas-VideoStudio/tree/main/packages/skills/stage-edit into .claude/skills/stage-edit/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "stage-edit", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/Orkas-AI/Orkas-VideoStudio/tree/main/packages/skills/stage-editType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add Orkas-AI/Orkas-VideoStudio --skill stage-edit -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install Orkas-AI/Orkas-VideoStudio stage-edit --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Orkas-AI/Orkas-VideoStudio.git skills-src && mkdir -p .agents/skills && cp -r skills-src/packages/skills/stage-edit .agents/skills/stage-edit && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "stage-edit" agent skill from https://github.com/Orkas-AI/Orkas-VideoStudio/tree/main/packages/skills/stage-edit into .agents/skills/stage-edit/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "stage-edit", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add Orkas-AI/Orkas-VideoStudio --skill stage-edit -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install Orkas-AI/Orkas-VideoStudio stage-edit --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Orkas-AI/Orkas-VideoStudio.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/packages/skills/stage-edit .cursor/skills/stage-edit && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "stage-edit" agent skill from https://github.com/Orkas-AI/Orkas-VideoStudio/tree/main/packages/skills/stage-edit into .cursor/skills/stage-edit/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "stage-edit", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/Orkas-AI/Orkas-VideoStudio.git --path packages/skills/stage-edit--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add Orkas-AI/Orkas-VideoStudio --skill stage-edit -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install Orkas-AI/Orkas-VideoStudio stage-edit --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Orkas-AI/Orkas-VideoStudio.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/packages/skills/stage-edit .gemini/skills/stage-edit && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "stage-edit" agent skill from https://github.com/Orkas-AI/Orkas-VideoStudio/tree/main/packages/skills/stage-edit into .gemini/skills/stage-edit/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "stage-edit", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install Orkas-AI/Orkas-VideoStudio stage-editInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add Orkas-AI/Orkas-VideoStudio --skill stage-edit -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/Orkas-AI/Orkas-VideoStudio.git skills-src && mkdir -p .github/skills && cp -r skills-src/packages/skills/stage-edit .github/skills/stage-edit && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "stage-edit" agent skill from https://github.com/Orkas-AI/Orkas-VideoStudio/tree/main/packages/skills/stage-edit into .github/skills/stage-edit/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "stage-edit", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add Orkas-AI/Orkas-VideoStudio --skill stage-edit -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install Orkas-AI/Orkas-VideoStudio stage-edit --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Orkas-AI/Orkas-VideoStudio.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/packages/skills/stage-edit .opencode/skills/stage-edit && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "stage-edit" agent skill from https://github.com/Orkas-AI/Orkas-VideoStudio/tree/main/packages/skills/stage-edit into .opencode/skills/stage-edit/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "stage-edit", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
stage-editIntelligent editing of real user-supplied footage—understand it with transcript/inspected-frame/scene/silence/quality evidence, then choose deterministic timeline operations or a constrained…
Stage Edit is an agent skill from Orkas-AI/Orkas-VideoStudio. Intelligent editing of real user-supplied footage—understand it with transcript/inspected-frame/scene/silence/quality evidence, then choose deterministic timeline operations or a constrained semantic AI edit. Trigger for repurpose, montage, cleanup, localization, narration, or local content changes.
Its SKILL.md is about 2.4k tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files, including reference files (for example `references/transcript-and-screen-grounded-editing.md`).
It sits in Media & Creative, covering Text to speech and voice, Internationalization and Content repurposing. It works with FFmpeg. The repository describes itself as: Turn your coding agent into a video studio: describe a video in plain language, and your agent writes the timeline and produces the file. The licence is MIT.
4 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit c0c3c3e. It shows what the files ask for, not the result of running them.
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
No scripts in the folder and no shell commands in SKILL.md (its code samples are json).
From the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Stage Edit loads about 2.4k tokens when it runs, and up to ~4k if it reads all its reference files. Until then it costs about 78 tokens; SKILL.md has 1,265 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
The full file from Orkas-AI/Orkas-VideoStudio at commit c0c3c3e, republished under its MIT licence (© Orkas-AI). 1,265 words, ~2,447 tokens.
.claude/skills/stage-edit/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.How to intelligently edit real user-supplied footage while keeping source and decisions auditable. Deterministic operations handle cuts, joins, captions, overlays, reframes, and audio. When the request changes pixels semantically—remove an object, alter a background, relight, or make another content-aware local change—keep the EDIT route and execute only that bounded segment as a signed ovs video --operation edit call after paid-generation approval.
Subtitle safety hard rule. Burn captions only through ovs edit burnsubs; do not hand-write ffmpeg subtitle, drawtext, or PNG-overlay fallback commands. If burnsubs fails because the runtime ffmpeg lacks subtitle filter support, stop and report the blocker instead of improvising a custom ffmpeg graph.
If the task is to FIND / SELECT / REDUCE / CLEAN rather than run a known timecode edit — remove dead air, drop fillers, pick highlights, cut a long recording down — read stage-decide first: it covers understanding the footage and producing an evidence-bearing rough cut (the deterministic auto-cuts ovs edit trim-silence / remove-fillers, plus ovs scenes / ovs quality / ovs plan rank-takes). This skill is for executing cuts you have already chosen.
Two assembly paths — pick by whether the result needs to stay re-editable:
project/plan.json (the segments EDL — see stage-plan) carrying ONLY the operations the user asked for (the deltas) — everything else is the source, passed through untouched. Keep each editable concern SEPARATE in the plan: each narration line in tracks.narration.segments with its own produced_path, each caption in tracks.captions.lines as data, each segment carrying status/produced_path. Assemble with ovs edit (trim → concat → mix → burnsubs). Because plan.json holds every piece separately, a later "fix one caption / re-voice one line" is a one-entry edit + one re-render — do NOT pre-bake (e.g. one big narration file), which destroys that separability.ovs edit directly; write no plan.json.Write project/plan.json#edit_strategy whenever OVS decides what to change rather than merely executing user-provided timecodes. Declare its mode (deterministic, semantic, or mixed), exact objectives, only the evidence signals actually used, and non-empty, non-overlapping preserve/may_change.
Declare every source/reference in top-level references with media type, reproduce/edit/guide intent and basis, roles, required state, preservation boundary, target segments, and video temporal anchors. A semantic video edit is source:"generate", media_kind:"video", operation:"edit" with its original in reference_video_paths or reference_video_urls; it remains owned by EDIT and counts as billable.
For a plan-backed follow-up, invalidate only the changed entry and its derived assembly. Preserve source probes, transcripts, inspected-frame evidence, unaffected cuts, narration, and sibling outputs. A content-identical source moved to a new path is an implementation locator change, not new creative intent.
ovs edit probe. Never plan a cut blind; a trim past the real duration produces an empty or broken clip.edit_decisions timeline. From the user's intent + the probe results, decide the exact segments and order, and write them to project/edit_plan.json so the plan is inspectable and re-runnable. Shape:{
"segments": [
{ "input": "raw/clipA.mp4", "start": 12.0, "duration": 8.0 },
{ "input": "raw/clipB.mp4", "start": 0.0, "duration": 5.5 }
],
"subtitles": "raw/captions.srt",
"overlay": { "media": "assets/logo.png", "x": 40, "y": 40 }
}start/duration must be inside the probed duration of its input.ovs edit trim each segment to its own file (project/cuts/seg-1.mp4, ...).ovs edit concat the cut files (in plan order) into one (project/render/edited.mp4).ovs edit burnsubs the .srt/.ass onto the concatenated video.ovs edit overlay it at the planned position.Read transcript and screen-grounded editing only for topic-based selection, captions, localization or narration added to existing footage. It owns evidence-first analysis, per-line speech and extracted-frame inspection.
Craft calls per repurpose/montage line, on top of the shared craft reference (video-craft).
Cut craft (every editing job — this is the canonical set; the assembly line references it). On top of video-craft (pacing §3, transitions §5, audio §7):
video-craft §5, where a wipe can mark a step).video-craft §7.Per repurpose/montage line:
ovs edit normalize-loudness; use ovs edit loudness for diagnosis.stage-compose as an overlay/element and ovs edit overlay them, rather than trying to draw them in ffmpeg.project/cuts/ and are not the deliverable.This skill owns the EDIT workflow. It executes deterministic EDL operations directly and delegates only bounded semantic pixel changes to the signed video-edit provider path. It does not author HTML compositions.
Before showing any plan-backed final, regardless of assembly route, run ovs plan promise-check project/plan.json --probe-produced --video project/render/video.mp4. Repair duration/aspect mismatch, overlapping/truncated narration and unverifiable lines. Explain caption warnings from the actual container/sidecar check; burned captions need visual evidence. Planned duration and a successful mix alone do not prove delivery.
For narration, preserve signed line windows; target_sec is duration. Measure each produced file and voice span. Keep intentional silence, shorten overlong text within authorized scope, and never slide later lines to hide an overlap. A failed/unknown provider request does not authorize automatic repeat billing.
© Orkas-AI, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
SKILL.md and 1 other file (references) in packages/skills/stage-edit of Orkas-AI/Orkas-VideoStudio.
Open the folder on GitHubat commit c0c3c3e
Stage Edit next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Stage Edit this skillOrkas-AI/Orkas-VideoStudio | 499 | — | ~2.4k | Automated safety check: Pass | MIT | |
| Media ProductionWrongStack/WrongStack | 371 | — | ~1k | Automated safety check: Pass | MIT | |
| AutoshortsUpload-Post/skill-autoshorts | 151 | — | ~5.3k | Automated safety check: Notes | MIT | |
| Proof Videoopenclaw/openclaw | 392k | — | ~2.4k | Automated safety check: Pass | MIT | |
| Video Productionffroliva/gflow-cli | 269 | — | ~7k | Automated safety check: Pass | MIT | |
| Paw Cra Agent Video Producerpawbytes/skill-suites | 113 | — | ~2.3k | Automated safety check: Pass | MIT |
WrongStack/WrongStack
Create and process finished videos with Remotion, Motion Canvas, Manim, FFmpeg or an available AI video provider.
Upload-Post/skill-autoshorts
Daily pipeline that picks one long video from a folder, transcribes it with Whisper, uses Gemini 3 Flash multimodal to find every viral short-form moment, cuts each candidate with FFmpeg, adds a…
openclaw/openclaw
Add subtitles, captions, narration cues, or zoom to a proof video or PR recording using repo-local capture helpers and a system ffmpeg renderer.
ffroliva/gflow-cli
A skill your agent uses when the user wants a finished video out of gflow rather than a single clip — a scripted scene, a talking-head or dialogue piece, an explainer, a product montage, a story…
pawbytes/skill-suites
Video production specialist for short-form, long-form, episodic, and motion graphics video.
Alisa0808/vox-director
Turn ONE topic into a finished Vox-style paper-collage explainer / ad video, end to end on the Atlas Cloud API + local ffmpeg — script, collage keyframes, motion, voice-over, music, captions, all…
Orkas-AI/Orkas-VideoStudio
Canonical VideoStudio review authorization and state-transition policy.
Orkas-AI/Orkas-VideoStudio
Authoring knowledge for Orkas/OVS HTML video compositions -- write an index.html, drive animation from a paused timeline, declare canvas + duration, then run the VideoStudio draft gate to render an…
Orkas-AI/Orkas-VideoStudio
Multi-shot narrative & character consistency — a character bible with a locked front-portrait anchor, view-matched reference selection, recent-frame carry-forward, Cameo (a user photo as the lead)…
Orkas-AI/Orkas-VideoStudio
The "ingest + plan" half of end-to-end video orchestration — ingest the user's material from evidence, then decompose intent into ONE cross-modal EDL (plan.json: edit/generate/compose/provided…
Orkas-AI/Orkas-VideoStudio
Aesthetic direction for OrkasVideoStudio HTML and motion-graphics compositions.
Orkas-AI/Orkas-VideoStudio
The craft standard that makes a video GOOD, not just rendered — hooks, story pacing, visual hierarchy, type & safe zones, motion/easing, captions, audio mix, platform conventions, shot language…
Works with
Categories
Intelligent editing of real user-supplied footage—understand it with transcript/inspected-frame/scene/silence/quality evidence, then choose deterministic timeline operations or a constrained…. Stage Edit is an agent skill from Orkas-AI/Orkas-VideoStudio. Intelligent editing of real user-supplied footage—understand it with transcript/inspected-frame/scene/silence/quality evidence, then choose deterministic timeline operations or a constrained semantic AI edit.
Stage Edit fits situations like: local content changes; tasks that involve Text to speech and voice; tasks that involve Internationalization.
Run `npx skills add Orkas-AI/Orkas-VideoStudio --skill stage-edit -a claude-code`. Or copy the skill folder (packages/skills/stage-edit in Orkas-AI/Orkas-VideoStudio) into .claude/skills/stage-edit in your project. Claude Code loads it when a task matches its description.
Run `npx skills add Orkas-AI/Orkas-VideoStudio --skill stage-edit -a codex`. Or copy the skill folder (packages/skills/stage-edit in Orkas-AI/Orkas-VideoStudio) into .agents/skills/stage-edit in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add Orkas-AI/Orkas-VideoStudio --skill stage-edit -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/stage-edit, .gemini/skills/stage-edit, .github/skills/stage-edit and .opencode/skills/stage-edit in your project.
SKILL.md names no scripts, command-line tools or credentials: Stage Edit is instructions for the agent only.
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
Stage Edit is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 2.4k tokens (SKILL.md is roughly 9.8k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 1.6k tokens, read only when the agent opens those files.
Skills that share tags, products or a category with Stage Edit: Media Production (WrongStack/WrongStack, 371 stars), Autoshorts (Upload-Post/skill-autoshorts, 151 stars), Proof Video (openclaw/openclaw, 392k stars) and Video Production (ffroliva/gflow-cli, 269 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Orkas-AI (a GitHub user) maintains it in Orkas-AI/Orkas-VideoStudio, which has 499 GitHub stars. The repository holds 14 skills in this directory. The repository was last updated on September 22, 2026.
Source: Orkas-AI/Orkas-VideoStudio on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.