AkihikoWatanabe/paper_notes

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.

6 of your 17 findings came from Repobility's proprietary detections. ✓ Repobility tags below mark them.

Upstream (GitHub) caused delay on this scan — not Repobility.

GitHub API rate-limited (HTTP 403) — preflight skipped, fell back to direct git clone.
Clone from GitHub took 80.46s for a 465.1 MB repo slow.
Repobility's analysis ran in 10.08s after the clone landed.

https://github.com/AkihikoWatanabe/paper_notes · scanned 2026-06-06 00:10 UTC (4 days, 3 hours ago) · 10 languages

56 raw signals (16 security + 40 graph) 11/13 scanners ran 76th percentile · Javascript · tiny (<2K LoC) System graph score 88 (lower by 13)

File as issue Image

UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 4 days, 3 hours ago · v2 · 31 actionable findings from 2 signal sources. 5 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 · 17 findings

Score breakdown â 2026-05-18-v5

Component	Sub-score	Weight	Contribution
`structure_score`	55.0	0.15	8.25
`security_score`	100.0	0.25	25.00
`testing_score`	70.0	0.20	14.00
`documentation_score`	67.0	0.15	10.05
`practices_score`	77.0	0.15	11.55
`code_quality`	68.0	0.10	6.80
Overall		1.00	75.6

security_score may be inflated — optional security scanners were skipped on this fast scan

Severity distribution — click a segment to filter

Active filters: excluding tests × Reset all

Severity: Critical 0 High 5 Medium 6 Low 13 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 14 System graph 17 Crowd 0 Layer: Cicd 8 Quality 8 Software 9 Api 1 Hardware 3 Frontend 1 Security 1

Exclude dismissed / FP Exclude test files

All 892 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
`Gemfile`	software	healthy	`Gemfile`
`README.md`	software	healthy	`README.md`
`debug.sh`	software	healthy	`debug.sh`
`generate_html.py`	software	healthy	`generate_html.py`
`archives.html`	software	healthy	`archives.html`
`docker-compose.yaml`	software	healthy	`docker-compose.yaml`
`index.html`	software	healthy	`index.html`
`404.html`	software	healthy	`404.html`
`Dockerfile`	software	healthy	`Dockerfile`
`README_ja.md`	software	healthy	`README_ja.md`
`_config.yml`	software	healthy	`_config.yml`
`AGENTS.md`	software	healthy	`AGENTS.md`
`docker-compose.deploy.yaml`	software	healthy	`docker-compose.deploy.yaml`
`debug.sh`	software	healthy	`docs/debug.sh`
`archives.html`	software	healthy	`docs/archives.html`
`index.html`	software	healthy	`docs/index.html`
`404.html`	software	healthy	`docs/404.html`
`README_ja.md`	software	healthy	`docs/README_ja.md`
`AGENTS.md`	software	healthy	`docs/AGENTS.md`
`index.html`	software	healthy	`docs/about/index.html`
`main.js`	software	healthy	`docs/assets/js/main.js`
`toggle.js`	software	healthy	`docs/assets/js/toggle.js`
`main.css`	software	healthy	`docs/assets/css/main.css`
`custom_button.css`	software	healthy	`docs/assets/css/custom_button.css`
`DecisionMaking.html`	software	healthy	`docs/articles/DecisionMaking.html`
`TransferLearning.html`	software	healthy	`docs/articles/TransferLearning.html`
`Sabotage.html`	software	healthy	`docs/articles/Sabotage.html`
`Entropy.html`	software	healthy	`docs/articles/Entropy.html`
`ContrastiveReinforcementLearning.html`	software	healthy	`docs/articles/ContrastiveReinforcementLearning.html`
`SpeciarizedBrainNetworks.html`	software	healthy	`docs/articles/SpeciarizedBrainNetworks.html`
`NaturalLanguageUnderstanding.html`	software	healthy	`docs/articles/NaturalLanguageUnderstanding.html`
`DataDistillation.html`	software	healthy	`docs/articles/DataDistillation.html`
`ModelDiffing.html`	software	healthy	`docs/articles/ModelDiffing.html`
`SpeechProcessing.html`	software	healthy	`docs/articles/SpeechProcessing.html`
`ChunkyPostTraining.html`	software	healthy	`docs/articles/ChunkyPostTraining.html`
`Training-Free.html`	software	healthy	`docs/articles/Training-Free.html`
`Delegation.html`	software	healthy	`docs/articles/Delegation.html`
`DeepResearch.html`	software	healthy	`docs/articles/DeepResearch.html`
`Video-Continuation.html`	software	healthy	`docs/articles/Video-Continuation.html`
`4D-(Video).html`	software	healthy	`docs/articles/4D-(Video).html`
`CriticalBatchSize.html`	software	healthy	`docs/articles/CriticalBatchSize.html`
`Batch.html`	software	healthy	`docs/articles/Batch.html`
`Zero-Few-ManyShotPrompting.html`	software	healthy	`docs/articles/Zero-Few-ManyShotPrompting.html`
`MLSys.html`	software	healthy	`docs/articles/MLSys.html`
`InfluenceFunctions.html`	software	healthy	`docs/articles/InfluenceFunctions.html`
`Ambiguity.html`	software	healthy	`docs/articles/Ambiguity.html`
`AWS.html`	software	healthy	`docs/articles/AWS.html`
`Repository.html`	software	healthy	`docs/articles/Repository.html`
`Beliefs.html`	software	healthy	`docs/articles/Beliefs.html`
`MachineTranslation.html`	software	healthy	`docs/articles/MachineTranslation.html`

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

Label	Layer	Status	Path
`get_all_issues`	software	healthy	`generate_html.py:37`
`generate_graph`	software	dead	`generate_html.py:157`
`get_year`	software	healthy	`generate_html.py:200`
`replace_image`	software	healthy	`generate_html.py:213`
`head_replacer`	software	dead	`generate_html.py:218`
`issue_link_replacer`	software	dead	`generate_html.py:222`
`link_replacer`	software	dead	`generate_html.py:234`
`x_link_replacer`	software	dead	`generate_html.py:251`
`protect_img_tags`	software	healthy	`generate_html.py:267`
`replacer`	software	dead	`generate_html.py:275`
`restore_img_tags`	software	healthy	`generate_html.py:284`
`get_snippets`	software	healthy	`generate_html.py:306`
`prepro_title`	software	healthy	`generate_html.py:356`
`find_first_url`	software	healthy	`generate_html.py:367`
`_generate_html_content_list`	software	healthy	`generate_html.py:392`
`_generate_agentdoc_content_list`	software	healthy	`generate_html.py:437`
`gen_one_item`	software	healthy	`generate_html.py:461`
`main`	software	healthy	`generate_html.py:494`
`if`	software	healthy	`docs/assets/js/main.js:if`
`matches`	software	healthy	`docs/assets/js/main.js:matches`
`getScrollPos`	software	healthy	`docs/assets/js/main.js:getScrollPos`
`isCSS1Compat`	software	healthy	`docs/assets/js/main.js:isCSS1Compat`
`smoothScrollTo`	software	healthy	`docs/assets/js/main.js:smoothScrollTo`
`length`	software	healthy	`docs/assets/js/main.js:length`
`easeInOut`	software	healthy	`docs/assets/js/main.js:easeInOut`
`showMore`	software	healthy	`docs/assets/js/toggle.js:showMore`
`hideContent`	software	healthy	`docs/assets/js/toggle.js:hideContent`
`if`	software	healthy	`assets/js/main.js:if`
`matches`	software	healthy	`assets/js/main.js:matches`
`getScrollPos`	software	healthy	`assets/js/main.js:getScrollPos`
`isCSS1Compat`	software	healthy	`assets/js/main.js:isCSS1Compat`
`smoothScrollTo`	software	healthy	`assets/js/main.js:smoothScrollTo`
`length`	software	healthy	`assets/js/main.js:length`
`easeInOut`	software	healthy	`assets/js/main.js:easeInOut`
`showMore`	software	healthy	`assets/js/toggle.js:showMore`
`hideContent`	software	healthy	`assets/js/toggle.js:hideContent`
`get_arxiv_id_from_url`	software	healthy	`.github/scripts/correct_issue.py:42`
`get_entry_from_metadata`	software	healthy	`.github/scripts/correct_issue.py:49`
`attach_pocket_tag`	software	dead	`.github/scripts/correct_issue.py:83`
`change_title`	software	healthy	`.github/scripts/correct_issue.py:102`
`call_openai`	software	healthy	`.github/scripts/correct_issue.py:122`
`translate`	software	healthy	`.github/scripts/correct_issue.py:139`
`summarize`	software	healthy	`.github/scripts/correct_issue.py:150`
`change_first_comment`	software	healthy	`.github/scripts/correct_issue.py:160`
`change_title_and_first_comment`	software	healthy	`.github/scripts/correct_issue.py:189`
`translate_and_summarize`	software	healthy	`.github/scripts/correct_issue.py:203`
`_gen_new_comment`	software	healthy	`.github/scripts/correct_issue.py:204`

Label	Layer	Status	Path
`docs`	software	healthy	`docs`
`about`	software	healthy	`docs/about`
`assets`	software	healthy	`docs/assets`
`js`	software	healthy	`docs/assets/js`
`css`	software	healthy	`docs/assets/css`
`articles`	software	healthy	`docs/articles`
`_sass`	software	healthy	`_sass`
`yat`	software	healthy	`_sass/yat`
`misc`	software	healthy	`_sass/misc`
`assets`	software	healthy	`assets`
`js`	software	healthy	`assets/js`
`css`	software	healthy	`assets/css`
`_layouts`	software	healthy	`_layouts`
`_includes`	software	healthy	`_includes`
`functions`	software	healthy	`_includes/functions`
`extensions`	software	healthy	`_includes/extensions`
`comments`	software	healthy	`_includes/extensions/comments`
`sidebar`	software	healthy	`_includes/sidebar`
`views`	software	healthy	`_includes/views`
`notes`	software	healthy	`notes`
`.github`	software	healthy	`.github`
`scripts`	software	healthy	`.github/scripts`
`workflows`	software	healthy	`.github/workflows`
`_data`	software	healthy	`_data`

Label	Layer	Status	Path
`image::Dockerfile`	hardware	healthy	`Dockerfile`
`core`	hardware	healthy	`docker-compose.yaml`

Label	Layer	Status	Path
`gha::issue_correction`	cicd	healthy	`.github/workflows/issue_correction.yml`
`gha::build_and_deploy`	cicd	healthy	`.github/workflows/build_and_deploy.yml`

Label	Layer	Status	Path
`correct_issue_title`	cicd	healthy	`.github/workflows/issue_correction.yml`
`build`	cicd	healthy	`.github/workflows/build_and_deploy.yml`

Label	Layer	Status	Path
`TOKEN`	cicd	healthy	`—`
`OPENAI_API_KEY`	cicd	healthy	`—`

Label	Layer	Status	Path
`repobility-clone-_gy0qp07`	software	healthy	`/tmp/repobility-clone-_gy0qp07`

Label	Layer	Status	Path
`port:4000`	network	healthy	`docker-compose.yaml`

Label	Layer	Status	Path
`vps::aws`	hardware	healthy	`generate_html.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/6a5c839b-199c-4247-be24-b1491f2e403c/

To check status programmatically (no auth required):

curl -s https://repobility.com/api/v1/public/scan/6a5c839b-199c-4247-be24-b1491f2e403c/

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.

AkihikoWatanabe/paper_notes

Complete repo analysis

file 50+

function 47

directory 24

container 2

pipeline 2

job 2

env_var 2

repo 1

port 1

vps 1