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.

thepoolpat/poolpat-portfolio

https://github.com/thepoolpat/poolpat-portfolio · scanned 2026-06-16 00:34 UTC (2 months, 2 weeks ago)

41 raw signals (0 security + 41 graph)

File as issue Image

UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 months, 2 weeks ago · v1 · 37 actionable findings from 1 signal source. 4 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON

88.9% cov · 37 findings

Severity distribution — click a segment to filter

Active filters: excluding tests × Reset all

Severity: Critical 0 High 0 Medium 9 Low 21 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 37 Crowd 0 Layer: Software 10 Frontend 1 Cicd 4 Quality 22

Exclude dismissed / FP Exclude test files

All 450 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
`withEnv`	software	healthy	`packages/affiliate-helper/tests/affiliate-helper.test.js:wi…`
`validateStorefront`	software	healthy	`packages/affiliate-helper/js/affiliate-helper.js:validateSt…`
`validateCt`	software	healthy	`packages/affiliate-helper/js/affiliate-helper.js:validateCt`
`resolveSalt`	software	healthy	`packages/affiliate-helper/js/affiliate-helper.js:resolveSalt`
`hashCampaign`	software	healthy	`packages/affiliate-helper/js/affiliate-helper.js:hashCampai…`
`link`	software	healthy	`packages/affiliate-helper/js/affiliate-helper.js:link`
`rewrite`	software	healthy	`packages/affiliate-helper/js/affiliate-helper.js:rewrite`
`parseCt`	software	healthy	`packages/affiliate-helper/js/affiliate-helper.js:parseCt`
`resolveCode`	software	healthy	`dev/gen_world_geo.mjs:resolveCode`
`round`	software	healthy	`dev/gen_world_geo.mjs:round`
`isNum`	software	healthy	`dev/validate-data.mjs:isNum`
`isStr`	software	healthy	`dev/validate-data.mjs:isStr`
`fail`	software	healthy	`dev/validate-data.mjs:fail`
`checkLocationCountries`	software	healthy	`dev/validate-data.mjs:checkLocationCountries`
`checkWorldGeo`	software	healthy	`dev/validate-data.mjs:checkWorldGeo`
`checkPlays`	software	healthy	`dev/validate-data.mjs:checkPlays`
`checkLocationCountriesZod`	software	healthy	`dev/validate-data.mjs:checkLocationCountriesZod`
`checkWorldGeoZod`	software	healthy	`dev/validate-data.mjs:checkWorldGeoZod`
`checkPlaysZod`	software	healthy	`dev/validate-data.mjs:checkPlaysZod`
`load_hermes_auth`	software	healthy	`dev/setup_camoufox_spotify.py:37`
`setup_env_file`	software	healthy	`dev/setup_camoufox_spotify.py:50`
`setup_spotify_creds`	software	healthy	`dev/setup_camoufox_spotify.py:71`
`create_camoufox_config`	software	healthy	`dev/setup_camoufox_spotify.py:100`
`print_usage`	software	healthy	`dev/setup_camoufox_spotify.py:140`
`main`	software	healthy	`dev/setup_camoufox_spotify.py:187`
`main`	software	healthy	`dev/examples/list_top_tracks.py:13`
`main`	software	healthy	`dev/examples/control_playback.py:14`
`main`	software	healthy	`dev/examples/get_profile.py:13`
`generate_pkce_pair`	software	healthy	`pipeline/spotify_auth.py:32`
`build_auth_url`	software	healthy	`pipeline/spotify_auth.py:40`
`exchange_code`	software	healthy	`pipeline/spotify_auth.py:58`
`refresh_access_token`	software	healthy	`pipeline/spotify_auth.py:80`
`_run_local_auth`	software	healthy	`pipeline/spotify_auth.py:136`
`do_GET`	software	dead	`pipeline/spotify_auth.py:144`
`log_message`	software	dead	`pipeline/spotify_auth.py:165`
`__init__`	software	healthy	`pipeline/spotify_discord_analytics.py:38`
`_load_creds`	software	healthy	`pipeline/spotify_discord_analytics.py:69`
`_init_db`	software	healthy	`pipeline/spotify_discord_analytics.py:79`
`poll_playback`	software	healthy	`pipeline/spotify_discord_analytics.py:139`
`log_playback`	software	healthy	`pipeline/spotify_discord_analytics.py:154`
`_send_discord`	software	healthy	`pipeline/spotify_discord_analytics.py:210`
`get_playback_stats`	software	healthy	`pipeline/spotify_discord_analytics.py:225`
`run`	software	healthy	`pipeline/spotify_discord_analytics.py:275`
`_show_stats`	software	healthy	`pipeline/spotify_discord_analytics.py:293`
`main`	software	healthy	`pipeline/spotify_discord_analytics.py:309`
`_canon_display`	software	healthy	`pipeline/fetch_plays.py:48`
`_canon_key`	software	healthy	`pipeline/fetch_plays.py:57`
`_num`	software	healthy	`pipeline/fetch_plays.py:65`
`monotonic_merge_tracks`	software	healthy	`pipeline/fetch_plays.py:69`
`monotonic_total`	software	healthy	`pipeline/fetch_plays.py:91`

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

Label	Layer	Status	Path
`README.md`	software	healthy	`README.md`
`CLAUDE.md`	software	healthy	`CLAUDE.md`
`package.json`	software	healthy	`package.json`
`astro.config.mjs`	software	healthy	`astro.config.mjs`
`package-lock.json`	software	healthy	`package-lock.json`
`.env.example`	software	healthy	`.env.example`
`tsconfig.json`	software	healthy	`tsconfig.json`
`vitest.config.ts`	software	healthy	`vitest.config.ts`
`DEVELOPMENT.md`	software	healthy	`docs/DEVELOPMENT.md`
`SPOTIFY_DISCORD_GUIDE.md`	software	healthy	`docs/SPOTIFY_DISCORD_GUIDE.md`
`affiliate-helper.test.js`	software	healthy	`packages/affiliate-helper/tests/affiliate-helper.test.js`
`affiliate-helper.js`	software	healthy	`packages/affiliate-helper/js/affiliate-helper.js`
`setup_discord.sh`	software	healthy	`dev/setup_discord.sh`
`demo_analytics.py`	software	healthy	`dev/demo_analytics.py`
`test_discord_webhook.sh`	software	healthy	`dev/test_discord_webhook.sh`
`gen_world_geo.mjs`	software	healthy	`dev/gen_world_geo.mjs`
`setup_discord_webhook.sh`	software	healthy	`dev/setup_discord_webhook.sh`
`validate-data.mjs`	software	healthy	`dev/validate-data.mjs`
`setup_camoufox_spotify.py`	software	healthy	`dev/setup_camoufox_spotify.py`
`camoufox_spotify.json`	software	healthy	`dev/config/camoufox_spotify.json`
`list_top_tracks.py`	software	healthy	`dev/examples/list_top_tracks.py`
`control_playback.py`	software	healthy	`dev/examples/control_playback.py`
`get_profile.py`	software	healthy	`dev/examples/get_profile.py`
`spotify_auth.py`	software	healthy	`pipeline/spotify_auth.py`
`__init__.py`	software	healthy	`pipeline/__init__.py`
`run_batch.py`	software	healthy	`pipeline/run_batch.py`
`spotify_discord_analytics.py`	software	healthy	`pipeline/spotify_discord_analytics.py`
`refresh_token.py`	software	healthy	`pipeline/refresh_token.py`
`fetch_plays.py`	software	healthy	`pipeline/fetch_plays.py`
`spotify_client.py`	software	healthy	`pipeline/spotify_client.py`
`run_batch.sh`	software	healthy	`pipeline/run_batch.sh`
`spotify_enhanced_analytics.py`	software	healthy	`pipeline/spotify_enhanced_analytics.py`
`use_camoufox.py`	software	healthy	`pipeline/use_camoufox.py`
`camoufox_spotify_player.py`	software	healthy	`pipeline/camoufox_spotify_player.py`
`.env.example`	software	healthy	`pipeline/.env.example`
`spotify_flow.py`	software	healthy	`pipeline/spotify_flow.py`
`pyproject.toml`	software	healthy	`pipeline/pyproject.toml`
`spotify_errors.py`	software	healthy	`pipeline/spotify_errors.py`
`musickit_token.py`	software	healthy	`pipeline/musickit_token.py`
`requirements.txt`	software	healthy	`pipeline/requirements.txt`
`run_spotify.py`	software	healthy	`pipeline/run_spotify.py`
`run_spotify_batch.sh`	software	healthy	`pipeline/run_spotify_batch.sh`
`run_batch_cached.py`	software	healthy	`pipeline/run_batch_cached.py`
`fetch_playlists.py`	software	healthy	`pipeline/fetch_playlists.py`
`test_spotify_auth.py`	software	healthy	`pipeline/tests/test_spotify_auth.py`
`test_fetch_plays_monotonic.py`	software	healthy	`pipeline/tests/test_fetch_plays_monotonic.py`
`test_fetch_plays_orchestration.py`	software	healthy	`pipeline/tests/test_fetch_plays_orchestration.py`
`test_spotify_errors.py`	software	healthy	`pipeline/tests/test_spotify_errors.py`
`test_spotify_client.py`	software	healthy	`pipeline/tests/test_spotify_client.py`
`test_fetch_playlists.py`	software	healthy	`pipeline/tests/test_fetch_playlists.py`

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

Label	Layer	Status	Path
`AffiliateError`	software	healthy	`packages/affiliate-helper/js/affiliate-helper.js:AffiliateE…`
`CallbackHandler`	software	healthy	`pipeline/spotify_auth.py:143`
`SpotifyDiscordAnalytics`	software	healthy	`pipeline/spotify_discord_analytics.py:35`
`SpotifyClient`	software	healthy	`pipeline/spotify_client.py:24`
`EnhancedSpotifyAnalytics`	software	healthy	`pipeline/spotify_enhanced_analytics.py:30`
`CamoufoxSpotifyPlayer`	software	healthy	`pipeline/camoufox_spotify_player.py:40`
`SpotifyError`	software	healthy	`pipeline/spotify_errors.py:6`
`SpotifyAuthError`	software	healthy	`pipeline/spotify_errors.py:14`
`SpotifyRateLimitError`	software	healthy	`pipeline/spotify_errors.py:18`
`SpotifyNotFoundError`	software	healthy	`pipeline/spotify_errors.py:24`
`SpotifyServerError`	software	healthy	`pipeline/spotify_errors.py:28`
`TestPKCE`	software	healthy	`pipeline/tests/test_spotify_auth.py:18`
`TestBuildAuthURL`	software	healthy	`pipeline/tests/test_spotify_auth.py:35`
`TestRefreshAccessToken`	software	healthy	`pipeline/tests/test_spotify_auth.py:45`
`TestExchangeCode`	software	healthy	`pipeline/tests/test_spotify_auth.py:222`
`TestUnicodeNormalizedMerge`	software	healthy	`pipeline/tests/test_fetch_plays_monotonic.py:20`
`TestMonotonicMergeTracks`	software	healthy	`pipeline/tests/test_fetch_plays_monotonic.py:75`
`TestMonotonicTotal`	software	healthy	`pipeline/tests/test_fetch_plays_monotonic.py:161`
`TestFetchSoundcloudAll`	software	healthy	`pipeline/tests/test_fetch_plays_orchestration.py:32`
`TestFetchSpotifyAll`	software	healthy	`pipeline/tests/test_fetch_plays_orchestration.py:146`
`TestFetchAppleMusicAll`	software	healthy	`pipeline/tests/test_fetch_plays_orchestration.py:250`
`TestAppendHistoryCsv`	software	healthy	`pipeline/tests/test_fetch_plays_orchestration.py:330`
`TestCreateAlertIssue`	software	healthy	`pipeline/tests/test_fetch_plays_orchestration.py:467`
`TestFailureTracker`	software	healthy	`pipeline/tests/test_fetch_plays_orchestration.py:539`
`TestAtomicWriteJson`	software	healthy	`pipeline/tests/test_fetch_plays_orchestration.py:577`
`TestFetchSoundcloudRss`	software	healthy	`pipeline/tests/test_fetch_plays_orchestration.py:593`
`TestFetchSoundcloudPlaysV2`	software	healthy	`pipeline/tests/test_fetch_plays_orchestration.py:636`
`TestFailureTrackerPersistence`	software	healthy	`pipeline/tests/test_fetch_plays_orchestration.py:682`
`TestRaiseForStatus`	software	healthy	`pipeline/tests/test_spotify_errors.py:16`
`TestSpotifyClientUser`	software	healthy	`pipeline/tests/test_spotify_client.py:18`
`TestSpotifyClientPagination`	software	healthy	`pipeline/tests/test_spotify_client.py:47`
`TestSpotifyClientBatching`	software	healthy	`pipeline/tests/test_spotify_client.py:68`
`TestSpotifyClientRetry`	software	healthy	`pipeline/tests/test_spotify_client.py:90`
`TestSpotifyClientRefresh`	software	healthy	`pipeline/tests/test_spotify_client.py:170`
`TestSpotifyClientServerError`	software	healthy	`pipeline/tests/test_spotify_client.py:288`
`TestGetSpotifyToken`	software	healthy	`pipeline/tests/test_fetch_playlists.py:36`
`TestSpotifyGet`	software	healthy	`pipeline/tests/test_fetch_playlists.py:71`
`TestGetArtistTracks`	software	healthy	`pipeline/tests/test_fetch_playlists.py:136`
`TestFindPlaylistsForTrack`	software	healthy	`pipeline/tests/test_fetch_playlists.py:185`
`TestEnrichWithPlaylistcheck`	software	healthy	`pipeline/tests/test_fetch_playlists.py:234`
`TestDetectMood`	software	healthy	`pipeline/tests/test_spotify_enhanced_analytics.py:25`
`TestMatchProjectToArtist`	software	healthy	`pipeline/tests/test_spotify_enhanced_analytics.py:54`

Label	Layer	Status	Path
`docs`	software	healthy	`docs`
`packages`	software	healthy	`packages`
`affiliate-helper`	software	healthy	`packages/affiliate-helper`
`tests`	software	healthy	`packages/affiliate-helper/tests`
`js`	software	healthy	`packages/affiliate-helper/js`
`dev`	software	healthy	`dev`
`config`	software	healthy	`dev/config`
`examples`	software	healthy	`dev/examples`
`pipeline`	software	healthy	`pipeline`
`tests`	software	healthy	`pipeline/tests`
`.github`	software	healthy	`.github`
`workflows`	software	healthy	`.github/workflows`
`src`	software	healthy	`src`
`lib`	software	healthy	`src/lib`
`styles`	software	healthy	`src/styles`

Label	Layer	Status	Path
`playback_history`	data	healthy	`pipeline/spotify_discord_analytics.py`
`sessions`	data	healthy	`pipeline/spotify_discord_analytics.py`
`daily_stats`	data	healthy	`pipeline/spotify_discord_analytics.py`
`device_log`	data	healthy	`pipeline/spotify_discord_analytics.py`
`playback_history_v2`	data	healthy	`pipeline/spotify_enhanced_analytics.py`
`portfolio_projects`	data	healthy	`pipeline/spotify_enhanced_analytics.py`
`discord_commands`	data	healthy	`pipeline/spotify_enhanced_analytics.py`
`daily_dashboard`	data	healthy	`pipeline/spotify_enhanced_analytics.py`

Label	Layer	Status	Path
`analyze`	cicd	healthy	`.github/workflows/codeql.yml`
`build`	cicd	healthy	`.github/workflows/deploy.yml`
`deploy`	cicd	healthy	`.github/workflows/deploy.yml`
`pytest`	cicd	healthy	`.github/workflows/tests.yml`
`vitest`	cicd	healthy	`.github/workflows/tests.yml`
`build`	cicd	healthy	`.github/workflows/tests.yml`
`fetch`	cicd	healthy	`.github/workflows/fetch-data.yml`

Label	Layer	Status	Path
`GH_PAT`	cicd	healthy	`—`
`SPOTIFY_REFRESH_TOKEN`	cicd	healthy	`—`
`APPLE_MUSIC_TOKEN`	cicd	healthy	`—`
`RAPIDAPI_KEY`	cicd	healthy	`—`
`SPOTIFY_CLIENT_SECRET`	cicd	healthy	`—`
`CAMPAIGN_HASH_SALT`	cicd	healthy	`—`
`SPOTIFY_CLIENT_ID`	cicd	healthy	`—`

Label	Layer	Status	Path
`auth::pipeline/musickit_token.py`	security	healthy	`pipeline/musickit_token.py`
`auth::pipeline/fetch_playlists.py`	security	healthy	`pipeline/fetch_playlists.py`
`auth::pipeline/spotify_auth.py`	security	healthy	`pipeline/spotify_auth.py`
`auth::CLAUDE.md`	security	healthy	`CLAUDE.md`
`auth::pipeline/spotify_flow.py`	security	healthy	`pipeline/spotify_flow.py`

Label	Layer	Status	Path
`gha::codeql`	cicd	healthy	`.github/workflows/codeql.yml`
`gha::deploy`	cicd	healthy	`.github/workflows/deploy.yml`
`gha::tests`	cicd	healthy	`.github/workflows/tests.yml`
`gha::fetch-data`	cicd	healthy	`.github/workflows/fetch-data.yml`

Label	Layer	Status	Path
`redis`	data	healthy	`package-lock.json`
`sqlite`	data	healthy	`pipeline/spotify_discord_analytics.py`

Label	Layer	Status	Path
`127.0.0.1`	network	healthy	`dev/setup_camoufox_spotify.py`
`120.0.0.0`	network	healthy	`pipeline/fetch_plays.py`

Label	Layer	Status	Path
`repobility-clone-8gx21ul1`	software	healthy	`/tmp/repobility-clone-8gx21ul1`

Label	Layer	Status	Path
`port:06`	network	healthy	`.github/workflows/fetch-data.yml`

Label	Layer	Status	Path
`vps::azure`	hardware	healthy	`package-lock.json`

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/2f0c0ab4-1333-4a3e-88f3-25812552ae56/

To check status programmatically (no auth required):

curl -s https://repobility.com/api/v1/public/scan/2f0c0ab4-1333-4a3e-88f3-25812552ae56/

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.

thepoolpat/poolpat-portfolio

Complete repo analysis

function 50+

file 50+

class 42

directory 15

table 8

job 7

env_var 7

auth 5

pipeline 4

database 2

service 2

repo 1

port 1

vps 1