ingest
Skill0 starsChanged 42 days agoMITView on GitHub
Internal — resolve and acquire sources (YouTube URL variants, playlists, local files, folders, project manifests), verify real media bytes decode, probe duration/resolution/rotation/VFR/HDR/audio, hash for caching, and derive analysis proxies plus sample-aligned audio tracks. Used by clip, creator-edit and edit workflows.
88 other projects use a version of this.
Adopted by
Most recently taken up by
- zaynram/scholartheir own version, first seen Nov 8, 2026
- silouone/skillstheir own version, first seen Nov 8, 2026
- hydra-db/hydradb-claude-codetheir own version, first seen Nov 8, 2026
- fjwood69/moritheir own version, first seen Nov 8, 2026
- zedarvates/frugal-skillstheir own version, first seen Nov 8, 2026
- Mharbulous/probanda-devtheir own version, first seen Nov 8, 2026
Used with
Projects with it also use daily-arxiv, exp-eval and 10 more.
Other files people use alongside this one.
Files found in the same public projects as a version of this one, more often than they turn up anywhere else. Each project counts once, large collections count for less, and this file's own repository is left out.
LambenthanSkilldaily-arxiv
每日从 arXiv 拉取新论文,过滤相关性,auto-ingest 高优先级论文,检测 SOTA 更新
Also in 5 projects that use this
LambenthanSkillexp-eval
实验判决门:Review LLM 独立评判实验结果 → 4 种判决路径 → 自动更新 claims confidence、ideas status、graph edges
Also in 5 projects that use this
phanghonghaoSkillposter
HTML/CSS A4 海报生成。从沙龙/活动 Markdown 文件生成科技风 A4 海报 PDF/PNG。Use when user mentions: poster, 海报, 海报生成, make poster, generate poster, 活动海报, 沙龙海报.
Also in 5 projects that use this
skyllwtSkillexp-pilot-eval
Pilot result evaluation — read pilot results, apply success criteria, update idea page (pilot_result, failure_reason if failed), generate PILOT_VERDICT_REPORT. Called by /ideate Phase 5 after /exp-pilot-run.
Also in 4 projects that use this
skyllwtSkillexp-pilot-run
Pilot experiment execution — read Pilot Spec YAML, write pilot code, run experiment(Confirm with the user before operation and require the applicant to conduct manual inspection), return results. Called by /ideate Phase 5. Does NOT modify wiki pages or judge pass/fail.
Also in 4 projects that use this
- +6 more from Lambenthan
- +1 more from skyllwt
Other versions88 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 88
- garrytan/gbrain★ 32ksame name
- skyllwt/OmegaWiki★ 1.7ksame name
- DAIR-AutoResearch/AutoSci★ 1.7ksame name
- PKU-DAIR/AutoSci★ 1.7ksame name
- skyllwt/AutoSci★ 1.7ksame name
- suboss87/FDEOps★ 940same name
- coreyhaines31/makerskills★ 893same name
- jason-effi-lab/karpathy-llm-wiki-vault★ 718same name
- ZimoLiao/scholaraio★ 585same name
- egregore-labs/egregore★ 293same name
78 more not listed
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
In this repository19 other files it gives its agents.
- analyzeSkill
- audioSkill
- captionsSkill
- clipSkill
- creator-editSkill
- designSkill
- directorSkill
- doctorSkill
- editSkill
- exportSkill
- graphicsSkill
- luxury-techSkill
- previewSkill
- quality-checkSkill
- reframeSkill
- reviseSkill
- studioSkill
- style-learningSkill
- transcribeSkill
The file
Files
Ingest (internal)
shorts-studio ingest <project> <url|file|folder|manifest.json>... [--role primary|camera|mic|screen|broll]
- YouTube: single videos only; a playlist URL stops with a list request.
t=/start=is recorded as a hint, never a trim. Subtitles are optional hints and never count as watching. - Failures are diagnosed (missing dependency, outdated extractor → one local yt-dlp update,
rate limit/network → one delayed retry, sign-in/private/geo/unavailable → stop and ask for
an authorized local copy). Details:
projects/<id>/state/acquisition-failure.json. - Re-ingesting identical bytes is a cache hit (content hash). Originals are hard-linked into the workspace cache when possible, never copied into the plugin folder.
- Creator edits: ingest the camera with
--role cameraand the clean mic with--role mic.
Completion: projects/<id>/sources/<src-id>/source.json exists with acquisition.status
acquired/local, a probe, and derived audio16k, audio48k (and analysisProxy for video).
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