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165 of your 228 findings came from Repobility's proprietary detections. ✓ Repobility tags below mark them.

Scan timing: clone 6.42s · analysis 3.49s · 77.8 MB · GitHub API rate-limit (preflight)

Aider-AI/aider

https://github.com/Aider-AI/aider.git · scanned 2026-06-24 18:07 UTC (1 month ago) · 10 languages

433 raw signals (220 security + 213 graph) 11/13 scanners ran 11th percentile · Python · medium (20-100K LoC)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 1 month ago · v1 · 250 actionable findings from 2 signal sources. 183 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON

100.0% cov · 165 findings

Score breakdown â 2026-05-18-v5

Component	Sub-score	Weight	Contribution
`structure_score`	60.0	0.15	9.00
`security_score`	100.0	0.25	25.00
`testing_score`	100.0	0.20	20.00
`documentation_score`	90.0	0.15	13.50
`practices_score`	89.0	0.15	13.35
`code_quality`	45.0	0.10	4.50
Overall		1.00	85.3

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 8 High 42 Medium 64 Low 77 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 85 System graph 165 Crowd 0 Layer: Cicd 13 Software 35 Quality 93 Security 91 Frontend 3 Network 10 Hardware 5

Exclude dismissed / FP Exclude test files

All 2056 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
`retry_with_backoff`	software	healthy	`tests/help/test_help.py:17`
`setUpClass`	software	healthy	`tests/help/test_help.py:51`
`run_help_command`	software	healthy	`tests/help/test_help.py:62`
`test_init`	software	healthy	`tests/help/test_help.py:76`
`test_ask_without_mock`	software	healthy	`tests/help/test_help.py:80`
`test_fname_to_url_unix`	software	healthy	`tests/help/test_help.py:98`
`test_fname_to_url_windows`	software	healthy	`tests/help/test_help.py:116`
`test_fname_to_url_edge_cases`	software	healthy	`tests/help/test_help.py:134`
`dummy_function`	software	healthy	`tests/fixtures/watch.py:14`
`dummyFunction`	software	healthy	`tests/fixtures/watch.js:dummyFunction`
`return`	software	healthy	`tests/fixtures/watch.js:return`
`greet`	software	healthy	`tests/fixtures/languages/javascript/test.js:greet`
`greet`	software	healthy	`tests/fixtures/languages/typescript/test.ts:greet`
`__init__`	software	healthy	`tests/fixtures/languages/python/test.py:7`
`greet`	software	healthy	`tests/fixtures/languages/python/test.py:11`
`create_greeting_list`	software	healthy	`tests/fixtures/languages/python/test.py:17`
`useCounter`	software	healthy	`tests/fixtures/languages/tsx/test.tsx:useCounter`
`increment`	software	healthy	`tests/fixtures/languages/tsx/test.tsx:increment`
`__init__`	software	healthy	`tests/fixtures/sample-code-base/sample.py:21`
`accelerate`	software	healthy	`tests/fixtures/sample-code-base/sample.py:8`
`brake`	software	healthy	`tests/fixtures/sample-code-base/sample.py:12`
`honk`	software	healthy	`tests/fixtures/sample-code-base/sample.py:16`
`add_car`	software	healthy	`tests/fixtures/sample-code-base/sample.py:24`
`remove_car`	software	healthy	`tests/fixtures/sample-code-base/sample.py:28`
`list_cars`	software	healthy	`tests/fixtures/sample-code-base/sample.py:35`
`main`	software	healthy	`tests/fixtures/sample-code-base/sample.py:44`
`function`	software	healthy	`tests/fixtures/sample-code-base/sample.js:function`
`to`	software	healthy	`tests/fixtures/sample-code-base/sample.js:to`
`calculateCircleArea`	software	healthy	`tests/fixtures/sample-code-base/sample.js:calculateCircleAr…`
`isPrime`	software	healthy	`tests/fixtures/sample-code-base/sample.js:isPrime`
`reverseString`	software	healthy	`tests/fixtures/sample-code-base/sample.js:reverseString`
`getRandomNumber`	software	healthy	`tests/fixtures/sample-code-base/sample.js:getRandomNumber`
`filterEvenNumbers`	software	healthy	`tests/fixtures/sample-code-base/sample.js:filterEvenNumbers`
`factorial`	software	healthy	`tests/fixtures/sample-code-base/sample.js:factorial`
`test_scrape_self_signed_ssl`	software	healthy	`tests/scrape/test_scrape.py:11`
`scrape_with_retries`	software	healthy	`tests/scrape/test_scrape.py:12`
`setUp`	software	healthy	`tests/scrape/test_scrape.py:37`
`test_cmd_web_imports_playwright`	software	healthy	`tests/scrape/test_scrape.py:41`
`test_scrape_actual_url_with_playwright`	software	healthy	`tests/scrape/test_scrape.py:69`
`test_scraper_print_error_not_called`	software	healthy	`tests/scrape/test_scrape.py:84`
`test_scrape_with_playwright_error_handling`	software	healthy	`tests/scrape/test_scrape.py:97`
`mock_content`	software	healthy	`tests/scrape/test_scrape.py:107`
`test_scrape_text_plain`	software	healthy	`tests/scrape/test_scrape.py:138`
`test_scrape_text_html`	software	healthy	`tests/scrape/test_scrape.py:152`
`__init__`	software	healthy	`tests/scrape/test_playwright_disable.py:118`
`tool_output`	software	healthy	`tests/scrape/test_playwright_disable.py:68`
`confirm_ask`	software	healthy	`tests/scrape/test_playwright_disable.py:80`
`tool_error`	software	healthy	`tests/scrape/test_playwright_disable.py:74`
`test_scraper_disable_playwright_flag`	software	healthy	`tests/scrape/test_playwright_disable.py:20`
`fake_httpx`	software	healthy	`tests/scrape/test_playwright_disable.py:28`

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`
`CONTRIBUTING.md`	software	healthy	`CONTRIBUTING.md`
`.pre-commit-config.yaml`	software	healthy	`.pre-commit-config.yaml`
`LICENSE.txt`	software	healthy	`LICENSE.txt`
`HISTORY.md`	software	healthy	`HISTORY.md`
`pyproject.toml`	software	healthy	`pyproject.toml`
`requirements.txt`	software	healthy	`requirements.txt`
`Dockerfile`	software	healthy	`docker/Dockerfile`
`__init__.py`	software	healthy	`tests/__init__.py`
`test_help.py`	software	healthy	`tests/help/test_help.py`
`watch_question.js`	software	healthy	`tests/fixtures/watch_question.js`
`watch.py`	software	healthy	`tests/fixtures/watch.py`
`watch.js`	software	healthy	`tests/fixtures/watch.js`
`chat-history.md`	software	healthy	`tests/fixtures/chat-history.md`
`test.php`	software	healthy	`tests/fixtures/languages/php/test.php`
`test.rb`	software	healthy	`tests/fixtures/languages/ruby/test.rb`
`test.c`	software	healthy	`tests/fixtures/languages/c/test.c`
`test.rs`	software	healthy	`tests/fixtures/languages/rust/test.rs`
`test.js`	software	healthy	`tests/fixtures/languages/javascript/test.js`
`test.ts`	software	healthy	`tests/fixtures/languages/typescript/test.ts`
`test.cs`	software	healthy	`tests/fixtures/languages/csharp/test.cs`
`test.scala`	software	healthy	`tests/fixtures/languages/scala/test.scala`
`test.tf`	software	healthy	`tests/fixtures/languages/hcl/test.tf`
`test.py`	software	healthy	`tests/fixtures/languages/python/test.py`
`test.cpp`	software	healthy	`tests/fixtures/languages/cpp/test.cpp`
`test.sh`	software	healthy	`tests/fixtures/languages/bash/test.sh`
`test.java`	software	healthy	`tests/fixtures/languages/java/test.java`
`test.tsx`	software	healthy	`tests/fixtures/languages/tsx/test.tsx`
`test.swift`	software	healthy	`tests/fixtures/languages/swift/test.swift`
`test.go`	software	healthy	`tests/fixtures/languages/go/test.go`
`test.kt`	software	healthy	`tests/fixtures/languages/kotlin/test.kt`
`sample.py`	software	healthy	`tests/fixtures/sample-code-base/sample.py`
`sample.js`	software	healthy	`tests/fixtures/sample-code-base/sample.js`
`test_scrape.py`	software	healthy	`tests/scrape/test_scrape.py`
`test_playwright_disable.py`	software	healthy	`tests/scrape/test_playwright_disable.py`
`test_onboarding.py`	software	healthy	`tests/basic/test_onboarding.py`
`__init__.py`	software	healthy	`tests/basic/__init__.py`
`test_watch.py`	software	healthy	`tests/basic/test_watch.py`
`test_wholefile.py`	software	healthy	`tests/basic/test_wholefile.py`
`test_models.py`	software	healthy	`tests/basic/test_models.py`
`test_ssl_verification.py`	software	healthy	`tests/basic/test_ssl_verification.py`
`test_analytics.py`	software	healthy	`tests/basic/test_analytics.py`
`test_sendchat.py`	software	healthy	`tests/basic/test_sendchat.py`
`test_deprecated.py`	software	healthy	`tests/basic/test_deprecated.py`
`test_exceptions.py`	software	healthy	`tests/basic/test_exceptions.py`
`test_commands.py`	software	healthy	`tests/basic/test_commands.py`
`test_model_info_manager.py`	software	healthy	`tests/basic/test_model_info_manager.py`
`test_io.py`	software	healthy	`tests/basic/test_io.py`
`test_editblock.py`	software	healthy	`tests/basic/test_editblock.py`
`test_coder.py`	software	healthy	`tests/basic/test_coder.py`

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

Label	Layer	Status	Path
`TestHelp`	software	healthy	`tests/help/test_help.py:15`
`Example`	software	healthy	`tests/fixtures/watch.js:Example`
`Person`	software	healthy	`tests/fixtures/languages/javascript/test.js:Person`
`Person`	software	healthy	`tests/fixtures/languages/python/test.py:4`
`Car`	software	healthy	`tests/fixtures/sample-code-base/sample.py:1`
`Garage`	software	healthy	`tests/fixtures/sample-code-base/sample.py:20`
`TestScrape`	software	healthy	`tests/scrape/test_scrape.py:10`
`DummyIO`	software	healthy	`tests/scrape/test_playwright_disable.py:62`
`DummyCoder`	software	healthy	`tests/scrape/test_playwright_disable.py:87`
`DummyScraper`	software	healthy	`tests/scrape/test_playwright_disable.py:117`
`DummyAnalytics`	software	healthy	`tests/basic/test_onboarding.py:23`
`DummyIO`	software	healthy	`tests/basic/test_onboarding.py:29`
`TestOnboarding`	software	healthy	`tests/basic/test_onboarding.py:46`
`MinimalCoder`	software	healthy	`tests/basic/test_watch.py:8`
`TestWholeFileCoder`	software	healthy	`tests/basic/test_wholefile.py:15`
`TestModels`	software	healthy	`tests/basic/test_models.py:14`
`TestSSLVerification`	software	healthy	`tests/basic/test_ssl_verification.py:11`
`PrintCalled`	software	healthy	`tests/basic/test_sendchat.py:9`
`TestSendChat`	software	healthy	`tests/basic/test_sendchat.py:13`
`TestDeprecated`	software	healthy	`tests/basic/test_deprecated.py:13`
`UnknownError`	software	healthy	`tests/basic/test_exceptions.py:34`
`TestCommands`	software	healthy	`tests/basic/test_commands.py:23`
`TestModelInfoManager`	software	healthy	`tests/basic/test_model_info_manager.py:10`
`TestInputOutput`	software	healthy	`tests/basic/test_io.py:15`
`TestInputOutputMultilineMode`	software	healthy	`tests/basic/test_io.py:345`
`TestInputOutputFormatFiles`	software	healthy	`tests/basic/test_io.py:480`
`TestUtils`	software	healthy	`tests/basic/test_editblock.py:16`
`TestCoder`	software	healthy	`tests/basic/test_coder.py:19`
`DummyResponse`	software	healthy	`tests/basic/test_openrouter.py:7`
`TestMain`	software	healthy	`tests/basic/test_main.py:21`
`TestRepo`	software	healthy	`tests/basic/test_repo.py:18`
`TestLinter`	software	healthy	`tests/basic/test_linter.py:9`
`TestScriptingAPI`	software	healthy	`tests/basic/test_scripting.py:10`
`TestChatSummary`	software	healthy	`tests/basic/test_history.py:13`
`TestFindOrBlocks`	software	healthy	`tests/basic/test_find_or_blocks.py:73`
`TestReasoning`	software	healthy	`tests/basic/test_reasoning.py:15`
`MockCompletion`	software	healthy	`tests/basic/test_reasoning.py:418`
`MockStreamingChunk`	software	healthy	`tests/basic/test_reasoning.py:483`
`TestUnifiedDiffCoder`	software	healthy	`tests/basic/test_udiff.py:7`
`TestRepoMap`	software	healthy	`tests/basic/test_repomap.py:17`
`TestRepoMapTypescript`	software	healthy	`tests/basic/test_repomap.py:277`
`TestRepoMapAllLanguages`	software	healthy	`tests/basic/test_repomap.py:282`
`TestAWSCredentials`	software	healthy	`tests/basic/test_aws_credentials.py:7`
`TestBrowser`	software	healthy	`tests/browser/test_browser.py:8`
`ParentNodeTransformer`	software	healthy	`benchmark/refactor_tools.py:12`
`SelfUsageChecker`	software	healthy	`benchmark/refactor_tools.py:76`
`ModelData`	software	healthy	`benchmark/over_time.py:12`
`BenchmarkPlotter`	software	healthy	`benchmark/over_time.py:66`
`TestCleanupTestOutput`	software	healthy	`benchmark/test_benchmark.py:8`
`RepoMap`	software	healthy	`aider/repomap.py:42`

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

Label	Layer	Status	Path
`docker`	software	healthy	`docker`
`tests`	software	healthy	`tests`
`help`	software	healthy	`tests/help`
`fixtures`	software	healthy	`tests/fixtures`
`languages`	software	healthy	`tests/fixtures/languages`
`php`	software	healthy	`tests/fixtures/languages/php`
`ruby`	software	healthy	`tests/fixtures/languages/ruby`
`c`	software	healthy	`tests/fixtures/languages/c`
`rust`	software	healthy	`tests/fixtures/languages/rust`
`javascript`	software	healthy	`tests/fixtures/languages/javascript`
`typescript`	software	healthy	`tests/fixtures/languages/typescript`
`csharp`	software	healthy	`tests/fixtures/languages/csharp`
`scala`	software	healthy	`tests/fixtures/languages/scala`
`hcl`	software	healthy	`tests/fixtures/languages/hcl`
`python`	software	healthy	`tests/fixtures/languages/python`
`cpp`	software	healthy	`tests/fixtures/languages/cpp`
`bash`	software	healthy	`tests/fixtures/languages/bash`
`java`	software	healthy	`tests/fixtures/languages/java`
`tsx`	software	healthy	`tests/fixtures/languages/tsx`
`swift`	software	healthy	`tests/fixtures/languages/swift`
`go`	software	healthy	`tests/fixtures/languages/go`
`kotlin`	software	healthy	`tests/fixtures/languages/kotlin`
`sample-code-base`	software	healthy	`tests/fixtures/sample-code-base`
`scrape`	software	healthy	`tests/scrape`
`basic`	software	healthy	`tests/basic`
`browser`	software	healthy	`tests/browser`
`scripts`	software	healthy	`scripts`
`requirements`	software	healthy	`requirements`
`benchmark`	software	healthy	`benchmark`
`aider`	software	healthy	`aider`
`resources`	software	healthy	`aider/resources`
`website`	software	healthy	`aider/website`
`blog`	software	healthy	`aider/website/blog`
`docs`	software	healthy	`aider/website/docs`
`legal`	software	healthy	`aider/website/docs/legal`
`install`	software	healthy	`aider/website/docs/install`
`usage`	software	healthy	`aider/website/docs/usage`
`config`	software	healthy	`aider/website/docs/config`
`recordings`	software	healthy	`aider/website/docs/recordings`
`more`	software	healthy	`aider/website/docs/more`
`llms`	software	healthy	`aider/website/docs/llms`
`leaderboards`	software	healthy	`aider/website/docs/leaderboards`
`troubleshooting`	software	healthy	`aider/website/docs/troubleshooting`
`_sass`	software	healthy	`aider/website/_sass`
`custom`	software	healthy	`aider/website/_sass/custom`
`assets`	software	healthy	`aider/website/assets`
`audio`	software	healthy	`aider/website/assets/audio`
`auto-accept-architect`	software	healthy	`aider/website/assets/audio/auto-accept-architect`
`dont-drop-original-read-files`	software	healthy	`aider/website/assets/audio/dont-drop-original-read-files`
`model-accepts-settings`	software	healthy	`aider/website/assets/audio/model-accepts-settings`

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

Label	Layer	Status	Path
`port:4000`	network	healthy	`scripts/jekyll_run.sh`
`port:69`	network	healthy	`aider/website/_data/blame.yml`
`port:12`	network	healthy	`aider/website/_data/blame.yml`
`port:15`	network	healthy	`aider/website/_data/blame.yml`
`port:10`	network	healthy	`aider/website/_data/blame.yml`
`port:179`	network	healthy	`aider/website/_data/blame.yml`
`port:197`	network	healthy	`aider/website/_data/blame.yml`
`port:16`	network	healthy	`aider/website/_data/blame.yml`
`port:18`	network	healthy	`aider/website/_data/blame.yml`
`port:22`	network	healthy	`aider/website/_data/blame.yml`
`port:1412`	network	healthy	`aider/website/_data/blame.yml`
`port:52`	network	healthy	`aider/website/_data/blame.yml`
`port:54`	network	healthy	`aider/website/_data/blame.yml`

Label	Layer	Status	Path
`build`	cicd	healthy	`.github/workflows/ubuntu-tests.yml`
`check_version`	cicd	healthy	`.github/workflows/windows_check_pypi_version.yml`
`docker_build_and_push`	cicd	healthy	`.github/workflows/docker-release.yml`
`docker_build_and_push`	cicd	healthy	`.github/workflows/docker-build-test.yml`
`build_and_publish`	cicd	healthy	`.github/workflows/release.yml`
`build`	cicd	healthy	`.github/workflows/pages.yml`
`deploy`	cicd	healthy	`.github/workflows/pages.yml`
`process-issues`	cicd	healthy	`.github/workflows/issues.yml`
`check_version`	cicd	healthy	`.github/workflows/check_pypi_version.yml`
`pre-commit`	cicd	healthy	`.github/workflows/pre-commit.yml`
`build`	cicd	healthy	`.github/workflows/windows-tests.yml`

Label	Layer	Status	Path
`gha::ubuntu-tests`	cicd	healthy	`.github/workflows/ubuntu-tests.yml`
`gha::windows_check_pypi_version`	cicd	healthy	`.github/workflows/windows_check_pypi_version.yml`
`gha::docker-release`	cicd	healthy	`.github/workflows/docker-release.yml`
`gha::docker-build-test`	cicd	healthy	`.github/workflows/docker-build-test.yml`
`gha::release`	cicd	healthy	`.github/workflows/release.yml`
`gha::pages`	cicd	healthy	`.github/workflows/pages.yml`
`gha::issues`	cicd	healthy	`.github/workflows/issues.yml`
`gha::check_pypi_version`	cicd	healthy	`.github/workflows/check_pypi_version.yml`
`gha::pre-commit`	cicd	healthy	`.github/workflows/pre-commit.yml`
`gha::windows-tests`	cicd	healthy	`.github/workflows/windows-tests.yml`

Label	Layer	Status	Path
`PYPI_API_TOKEN`	cicd	healthy	`—`
`RAW_LOG`	cicd	healthy	`—`
`DOCKERHUB_PASSWORD`	cicd	healthy	`—`
`GITHUB_TOKEN`	cicd	healthy	`—`
`DOCKERHUB_USERNAME`	cicd	healthy	`—`
`CS_XML`	cicd	healthy	`—`

Label	Layer	Status	Path
`image::docker/Dockerfile`	hardware	healthy	`docker/Dockerfile`
`image::benchmark/Dockerfile`	hardware	healthy	`benchmark/Dockerfile`
`tf::aws_vpc::main`	hardware	healthy	`tests/fixtures/languages/hcl/test.tf`
`tf::aws_subnet::public`	hardware	healthy	`tests/fixtures/languages/hcl/test.tf`

Label	Layer	Status	Path
`auth::aider/onboarding.py`	security	healthy	`aider/onboarding.py`
`auth::aider/main.py`	security	healthy	`aider/main.py`
`auth::tests/basic/test_onboarding.py`	security	healthy	`tests/basic/test_onboarding.py`
`auth::tests/basic/test_main.py`	security	healthy	`tests/basic/test_main.py`

Label	Layer	Status	Path
`vps::aws`	hardware	healthy	`tests/basic/test_models.py`
`vps::azure`	hardware	healthy	`tests/basic/test_models.py`

Label	Layer	Status	Path
`repobility-clone-7jjbrib1`	software	healthy	`/tmp/repobility-clone-7jjbrib1`

Label	Layer	Status	Path
`ANY /prime/<int:n>`	api	healthy	`aider/coders/udiff_prompts.py`

Label	Layer	Status	Path
`sqlite`	data	healthy	`aider/repomap.py`

Label	Layer	Status	Path
`127.0.0.1`	network	healthy	`tests/basic/test_coder.py`

Label	Layer	Status	Path
`gpu (detected)`	hardware	healthy	`tests/fixtures/sample-code-base/sample.py`

Label	Layer	Status	Path
`generic_api_key::aider/analytics.py`	security	healthy	`aider/analytics.py`

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Aider-AI/aider

Complete repo analysis

function 50+

file 50+

class 50+

directory 50+

port 13

job 11

pipeline 10

env_var 6

container 4

auth 4

vps 2

repo 1

endpoint 1

database 1

service 1

gpu 1

secret 1