Public scan — anyone with this URL can view this analysis. Sign up to track your own repos privately, run scheduled re-scans, and get AI fix prompts via your dashboard.

yimwired/YoutubeShorts

https://github.com/yimwired/YoutubeShorts · scanned 2026-06-16 01:06 UTC (2 months, 1 week ago)

35 raw signals (0 security + 35 graph)

File as issue Image

UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 months, 1 week ago · v1 · 27 actionable findings from 1 signal source. 8 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON

66.7% cov · 27 findings

Severity distribution — click a segment to filter

Active filters: excluding tests × Reset all

Severity: Critical 0 High 0 Medium 8 Low 16 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 27 Crowd 0 Layer: Software 5 Frontend 1 Cicd 2 Quality 19

Exclude dismissed / FP Exclude test files

All 373 nodes from the latest scan, grouped by kind. Each node is a unit the engine identified (file, function, endpoint, table…). Most users won't need this view — it's primarily for debugging the engine's graph extraction or for AI agents that want to enumerate the project structure.

Label	Layer	Status	Path
`topic_history.json`	software	healthy	`topic_history.json`
`generate_batch.py`	software	healthy	`generate_batch.py`
`reply_comments.py`	software	healthy	`reply_comments.py`
`test_trending.py`	software	healthy	`test_trending.py`
`project-brief.md`	software	healthy	`project-brief.md`
`prune_thumbs.py`	software	healthy	`prune_thumbs.py`
`CLAUDE.md`	software	healthy	`CLAUDE.md`
`test_chaos.py`	software	healthy	`test_chaos.py`
`comment_reply_state.json`	software	healthy	`comment_reply_state.json`
`test_en.py`	software	healthy	`test_en.py`
`scheduler.py`	software	healthy	`scheduler.py`
`tasks.md`	software	healthy	`tasks.md`
`test_narrative.py`	software	healthy	`test_narrative.py`
`rate_usage.json`	software	healthy	`rate_usage.json`
`.env.example`	software	healthy	`.env.example`
`main.py`	software	healthy	`main.py`
`requirements.txt`	software	healthy	`requirements.txt`
`swap_thumbnails.py`	software	healthy	`swap_thumbnails.py`
`bucket_state.json`	software	healthy	`bucket_state.json`
`job_1779646130_en.json`	software	healthy	`queue/job_1779646130_en.json`
`job_1781020056_th.json`	software	healthy	`queue/job_1781020056_th.json`
`job_1779171972_en.json`	software	healthy	`queue/job_1779171972_en.json`
`job_1780335215_en.json`	software	healthy	`queue/job_1780335215_en.json`
`job_1780215704_th.json`	software	healthy	`queue/job_1780215704_th.json`
`job_1781137442_en.json`	software	healthy	`queue/job_1781137442_en.json`
`job_1780335215_th.json`	software	healthy	`queue/job_1780335215_th.json`
`job_1779945549_en.json`	software	healthy	`queue/job_1779945549_en.json`
`job_1781310300_th.json`	software	healthy	`queue/job_1781310300_th.json`
`job_1779297545_en.json`	software	healthy	`queue/job_1779297545_en.json`
`job_1779172583_th.json`	software	healthy	`queue/job_1779172583_th.json`
`job_1780032856_en.json`	software	healthy	`queue/job_1780032856_en.json`
`job_1779172583_en.json`	software	healthy	`queue/job_1779172583_en.json`
`job_1779386271_th.json`	software	healthy	`queue/job_1779386271_th.json`
`job_1779760996_th.json`	software	healthy	`queue/job_1779760996_th.json`
`job_1781224174_th.json`	software	healthy	`queue/job_1781224174_th.json`
`job_1780033457_en.json`	software	healthy	`queue/job_1780033457_en.json`
`job_1779856029_en.json`	software	healthy	`queue/job_1779856029_en.json`
`job_1780899811_en.json`	software	healthy	`queue/job_1780899811_en.json`
`job_1779856029_th.json`	software	healthy	`queue/job_1779856029_th.json`
`job_1779386831_en.json`	software	healthy	`queue/job_1779386831_en.json`
`job_1780719489_th.json`	software	healthy	`queue/job_1780719489_th.json`
`job_1779386271_en.json`	software	healthy	`queue/job_1779386271_en.json`
`job_1780444782_th.json`	software	healthy	`queue/job_1780444782_th.json`
`job_1779855556_th.json`	software	healthy	`queue/job_1779855556_th.json`
`job_1779945549_th.json`	software	healthy	`queue/job_1779945549_th.json`
`job_1779646448_en.json`	software	healthy	`queue/job_1779646448_en.json`
`job_1781137442_th.json`	software	healthy	`queue/job_1781137442_th.json`
`job_1779188434_th.json`	software	healthy	`queue/job_1779188434_th.json`
`job_1781483133_th.json`	software	healthy	`queue/job_1781483133_th.json`
`job_1780286100_th.json`	software	healthy	`queue/job_1780286100_th.json`

Showing first 50 of this kind. Full payload available via the JSON button at the top of the page.

Label	Layer	Status	Path
`_used_publish_slots`	software	healthy	`generate_batch.py:42`
`_future_slots`	software	healthy	`generate_batch.py:65`
`_build_entity_overlays`	software	healthy	`generate_batch.py:82`
`generate_one_pair`	software	healthy	`generate_batch.py:156`
`_title_with_tags`	software	healthy	`generate_batch.py:257`
`_load_state`	software	healthy	`reply_comments.py:35`
`_save_state`	software	healthy	`reply_comments.py:43`
`_recent_uploaded_jobs`	software	healthy	`reply_comments.py:48`
`main`	software	healthy	`reply_comments.py:77`
`main`	software	healthy	`prune_thumbs.py:26`
`_load_jobs`	software	healthy	`scheduler.py:36`
`_save_job`	software	healthy	`scheduler.py:48`
`_is_past`	software	healthy	`scheduler.py:55`
`_upload_job`	software	healthy	`scheduler.py:65`
`catchup`	software	healthy	`scheduler.py:105`
`_refill_queue`	software	healthy	`scheduler.py:190`
`_refill_in_background`	software	healthy	`scheduler.py:216`
`post_slot`	software	healthy	`scheduler.py:223`
`_make_th_subs`	software	healthy	`main.py:25`
`_silence_boundaries`	software	healthy	`main.py:110`
`_whisper_word_events`	software	healthy	`main.py:173`
`_split_events_by_sentence`	software	healthy	`main.py:191`
`_distribute_tokens`	software	healthy	`main.py:224`
`_subs_from_sentences`	software	healthy	`main.py:249`
`_subs_from_tts_boundaries`	software	healthy	`main.py:303`
`_group_words`	software	healthy	`main.py:346`
`_sync_th_subs`	software	healthy	`main.py:359`
`_get_segment_cut_times`	software	healthy	`main.py:391`
`make_video`	software	healthy	`main.py:402`
`run_pipeline`	software	healthy	`main.py:423`
`_title_with_tags`	software	healthy	`main.py:525`
`_yt_data_service`	software	healthy	`swap_thumbnails.py:56`
`_set_thumbnail`	software	healthy	`swap_thumbnails.py:63`
`_should_swap`	software	healthy	`swap_thumbnails.py:75`
`process_job`	software	healthy	`swap_thumbnails.py:94`
`main`	software	healthy	`swap_thumbnails.py:166`
`_download`	software	healthy	`src/footage.py:10`
`_pexels`	software	healthy	`src/footage.py:19`
`_pixabay`	software	healthy	`src/footage.py:57`
`fetch_stock_video`	software	dead	`src/footage.py:82`
`fetch_multiple_clips`	software	healthy	`src/footage.py:91`
`_load`	software	healthy	`src/rate_tracker.py:15`
`_save`	software	healthy	`src/rate_tracker.py:22`
`record`	software	healthy	`src/rate_tracker.py:27`
`_warn`	software	healthy	`src/rate_tracker.py:46`
`summary`	software	dead	`src/rate_tracker.py:57`
`_get_model`	software	healthy	`src/captions.py:6`
`_tokenize_thai`	software	healthy	`src/captions.py:13`
`get_word_timestamps`	software	healthy	`src/captions.py:22`
`_pkce_pair`	software	healthy	`src/tiktok_api.py:29`

Showing first 50 of this kind. Full payload available via the JSON button at the top of the page.

Label	Layer	Status	Path
`YOUTUBE_CLIENT_SECRETS`	cicd	healthy	`—`
`TIKTOK_CLIENT_KEY`	cicd	healthy	`—`
`NOTION_VIDEO_LOG_DB_ID`	cicd	healthy	`—`
`YOUTUBE_CLIENT_SECRET`	cicd	healthy	`—`
`TIKTOK_CLIENT_SECRET`	cicd	healthy	`—`
`GITHUB_TOKEN`	cicd	healthy	`—`
`PEXELS_API_KEY`	cicd	healthy	`—`
`NOTION_TOKEN`	cicd	healthy	`—`
`YOUTUBE_CLIENT_ID`	cicd	healthy	`—`
`GROQ_API_KEY`	cicd	healthy	`—`
`YOUTUBE_TOKEN`	cicd	healthy	`—`
`PIXABAY_API_KEY`	cicd	healthy	`—`
`GEMINI_API_KEY`	cicd	healthy	`—`

Label	Layer	Status	Path
`queue`	software	healthy	`queue`
`.github`	software	healthy	`.github`
`workflows`	software	healthy	`.github/workflows`
`src`	software	healthy	`src`

Label	Layer	Status	Path
`port:06`	network	healthy	`.github/workflows/daily.yml`
`port:02`	network	healthy	`.github/workflows/daily.yml`
`port:21`	network	healthy	`.github/workflows/reply.yml`
`port:8080`	network	healthy	`src/tiktok_api.py`

Label	Layer	Status	Path
`auth::src/comment_replier.py`	security	healthy	`src/comment_replier.py`
`auth::src/analytics.py`	security	healthy	`src/analytics.py`
`auth::src/tiktok_api.py`	security	healthy	`src/tiktok_api.py`
`auth::CLAUDE.md`	security	healthy	`CLAUDE.md`

Label	Layer	Status	Path
`gha::daily`	cicd	healthy	`.github/workflows/daily.yml`
`gha::reply`	cicd	healthy	`.github/workflows/reply.yml`
`gha::swap`	cicd	healthy	`.github/workflows/swap.yml`

Label	Layer	Status	Path
`generate`	cicd	healthy	`.github/workflows/daily.yml`
`reply`	cicd	healthy	`.github/workflows/reply.yml`
`swap`	cicd	healthy	`.github/workflows/swap.yml`

Label	Layer	Status	Path
`repobility-clone-rpz8u98e`	software	healthy	`/tmp/repobility-clone-rpz8u98e`

Label	Layer	Status	Path
`H`	software	healthy	`src/tiktok_api.py:73`

Label	Layer	Status	Path
`127.0.0.1`	network	healthy	`src/tiktok_api.py`

For AI agents: Voting guide (TP/FP) MCP manifest Stdio wrapper SARIF Integrate Findings queue Vote TP/FP on findings to calibrate the engine.

For AI agents + API integrations

Email me when this repo regresses

Free. We re-scan periodically; new criticals → your inbox. No signup required for the scan itself.

API access

This page is publicly accessible at: https://repobility.com/scan/d6429ae6-06c6-47d6-acf6-a94f2e210474/

To check status programmatically (no auth required):

curl -s https://repobility.com/api/v1/public/scan/d6429ae6-06c6-47d6-acf6-a94f2e210474/

Important — please don't re-submit the same URL repeatedly. The submission endpoint is idempotent: re-submitting the same git URL returns this same scan_token, not a new one. To re-scan this repo, sign up free and use the dashboard.

yimwired/YoutubeShorts

Complete repo analysis

file 50+

function 50+

env_var 13

directory 4

port 4

auth 4

pipeline 3

job 3

repo 1

class 1

service 1