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samprak-ai/genai-intel

https://github.com/samprak-ai/genai-intel · scanned 2026-06-16 00:01 UTC (2 months, 3 weeks ago)

52 raw signals (0 security + 52 graph)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 months, 3 weeks ago · v1 · 52 actionable findings from 1 signal source. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

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100.0% cov · 52 findings

Severity distribution — click a segment to filter

Active filters: excluding tests × Reset all

Severity: Critical 0 High 7 Medium 6 Low 30 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 52 Crowd 0 Layer: Software 5 Frontend 2 Hardware 4 Security 6 Cicd 1 Quality 16 Api 18

Exclude dismissed / FP Exclude test files

All 731 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
`__init__`	software	healthy	`pipeline.py:43`
`run_weekly`	software	healthy	`pipeline.py:64`
`run_manual`	software	healthy	`pipeline.py:128`
`run_single`	software	healthy	`pipeline.py:200`
`_stage_discover`	software	healthy	`pipeline.py:247`
`_stage_resolve`	software	healthy	`pipeline.py:261`
`_stage_attribute`	software	healthy	`pipeline.py:302`
`_stage_store`	software	healthy	`pipeline.py:390`
`_stage_store_manual`	software	healthy	`pipeline.py:460`
`_build_snapshot`	software	healthy	`pipeline.py:533`
`_complete_run`	software	healthy	`pipeline.py:593`
`_log_error`	software	healthy	`pipeline.py:606`
`_print_header`	software	healthy	`pipeline.py:614`
`_print_stage`	software	healthy	`pipeline.py:620`
`_print_single_result`	software	healthy	`pipeline.py:626`
`_print_summary`	software	healthy	`pipeline.py:649`
`_parse_domain_args`	software	healthy	`pipeline.py:703`
`_split_pipe`	software	healthy	`pipeline.py:827`
`_parse_domains_file`	software	healthy	`pipeline.py:811`
`main`	software	healthy	`pipeline.py:873`
`resolver`	software	healthy	`tests/test_resolution_unit.py:23`
`test_accepts_two_part_ai_domain`	software	healthy	`tests/test_resolution_unit.py:36`
`test_accepts_dot_com`	software	healthy	`tests/test_resolution_unit.py:39`
`test_accepts_dot_io`	software	healthy	`tests/test_resolution_unit.py:42`
`test_rejects_linkedin`	software	healthy	`tests/test_resolution_unit.py:45`
`test_rejects_twitter`	software	healthy	`tests/test_resolution_unit.py:48`
`test_rejects_x_com`	software	healthy	`tests/test_resolution_unit.py:51`
`test_rejects_crunchbase`	software	healthy	`tests/test_resolution_unit.py:54`
`test_rejects_no_tld`	software	healthy	`tests/test_resolution_unit.py:57`
`test_rejects_subdomain`	software	healthy	`tests/test_resolution_unit.py:60`
`test_rejects_www_prefix`	software	healthy	`tests/test_resolution_unit.py:64`
`test_rejects_co_uk_without_subdomain`	software	healthy	`tests/test_resolution_unit.py:72`
`test_extracts_https_url`	software	healthy	`tests/test_resolution_unit.py:88`
`test_extracts_http_url`	software	healthy	`tests/test_resolution_unit.py:93`
`test_extracts_bare_domain_pattern`	software	healthy	`tests/test_resolution_unit.py:98`
`test_rejects_linkedin_url`	software	healthy	`tests/test_resolution_unit.py:105`
`test_returns_none_for_plain_text`	software	healthy	`tests/test_resolution_unit.py:110`
`test_prefers_first_valid_domain`	software	healthy	`tests/test_resolution_unit.py:115`
`test_returns_none_for_empty_string`	software	healthy	`tests/test_resolution_unit.py:121`
`test_returns_first_candidate_when_dns_succeeds`	software	healthy	`tests/test_resolution_unit.py:132`
`test_returns_none_when_all_dns_fail`	software	healthy	`tests/test_resolution_unit.py:138`
`test_strips_inc_suffix`	software	healthy	`tests/test_resolution_unit.py:143`
`capture`	software	healthy	`tests/test_resolution_unit.py:181`
`test_strips_llc_suffix`	software	healthy	`tests/test_resolution_unit.py:157`
`test_tries_hyphenated_variant`	software	healthy	`tests/test_resolution_unit.py:167`
`test_tries_ai_tld`	software	healthy	`tests/test_resolution_unit.py:178`
`make_signal`	software	healthy	`tests/conftest.py:22`
`make_funding_event`	software	healthy	`tests/conftest.py:40`
`make_provider_entry`	software	healthy	`tests/conftest.py:53`
`mock_anthropic_client`	software	healthy	`tests/conftest.py:68`

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

Label	Layer	Status	Path
`INFRA_REFERENCE.md`	software	healthy	`INFRA_REFERENCE.md`
`ARCHITECTURE.md`	software	healthy	`ARCHITECTURE.md`
`README.md`	software	healthy	`README.md`
`schema.sql`	software	healthy	`schema.sql`
`Dockerfile`	software	healthy	`Dockerfile`
`Procfile`	software	healthy	`Procfile`
`NON_TECHNICAL_OVERVIEW.md`	software	healthy	`NON_TECHNICAL_OVERVIEW.md`
`ENHANCEMENTS_SUMMARY.md`	software	healthy	`ENHANCEMENTS_SUMMARY.md`
`VCNEWSDAILY_UPDATE.md`	software	healthy	`VCNEWSDAILY_UPDATE.md`
`SIGNAL_SOURCES.md`	software	healthy	`SIGNAL_SOURCES.md`
`requirements.txt`	software	healthy	`requirements.txt`
`schema_additions.sql`	software	healthy	`schema_additions.sql`
`pipeline.py`	software	healthy	`pipeline.py`
`test_resolution_unit.py`	software	healthy	`tests/test_resolution_unit.py`
`conftest.py`	software	healthy	`tests/conftest.py`
`test_models.py`	software	healthy	`tests/test_models.py`
`test_pipeline_unit.py`	software	healthy	`tests/test_pipeline_unit.py`
`test_discovery_unit.py`	software	healthy	`tests/test_discovery_unit.py`
`test_attribution_integration.py`	software	healthy	`tests/test_attribution_integration.py`
`test_attribution_unit.py`	software	healthy	`tests/test_attribution_unit.py`
`__init__.py`	software	healthy	`api/__init__.py`
`deps.py`	software	healthy	`api/deps.py`
`scheduler.py`	software	healthy	`api/scheduler.py`
`main.py`	software	healthy	`api/main.py`
`__init__.py`	software	healthy	`api/routers/__init__.py`
`ask.py`	software	healthy	`api/routers/ask.py`
`analytics.py`	software	healthy	`api/routers/analytics.py`
`startups.py`	software	healthy	`api/routers/startups.py`
`pipeline.py`	software	healthy	`api/routers/pipeline.py`
`HOSTING_THE_BRAIN.md`	software	healthy	`docs/HOSTING_THE_BRAIN.md`
`backfill_classification.py`	software	healthy	`scripts/backfill_classification.py`
`re_resolve_domains.py`	software	healthy	`scripts/re_resolve_domains.py`
`backfill_engagement_tier.py`	software	healthy	`scripts/backfill_engagement_tier.py`
`backfill_funding.py`	software	healthy	`scripts/backfill_funding.py`
`backfill_outreach_intelligence.py`	software	healthy	`scripts/backfill_outreach_intelligence.py`
`vercel.json`	software	healthy	`dashboard/vercel.json`
`postcss.config.mjs`	software	healthy	`dashboard/postcss.config.mjs`
`README.md`	software	healthy	`dashboard/README.md`
`package.json`	software	healthy	`dashboard/package.json`
`package-lock.json`	software	healthy	`dashboard/package-lock.json`
`components.json`	software	healthy	`dashboard/components.json`
`tsconfig.json`	software	healthy	`dashboard/tsconfig.json`
`eslint.config.mjs`	software	healthy	`dashboard/eslint.config.mjs`
`next.config.ts`	software	healthy	`dashboard/next.config.ts`
`TriggerBadge.tsx`	software	healthy	`dashboard/components/TriggerBadge.tsx`
`Tooltip.tsx`	software	healthy	`dashboard/components/Tooltip.tsx`
`SearchUsageChart.tsx`	software	healthy	`dashboard/components/SearchUsageChart.tsx`
`PropensityChip.tsx`	software	healthy	`dashboard/components/PropensityChip.tsx`
`ConfidenceBar.tsx`	software	healthy	`dashboard/components/ConfidenceBar.tsx`
`ProviderBadge.tsx`	software	healthy	`dashboard/components/ProviderBadge.tsx`

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

Label	Layer	Status	Path
`Pipeline`	software	healthy	`pipeline.py:32`
`TestIsValidDomain`	software	healthy	`tests/test_resolution_unit.py:34`
`TestExtractFromText`	software	healthy	`tests/test_resolution_unit.py:86`
`TestDnsGuessing`	software	healthy	`tests/test_resolution_unit.py:130`
`TestStageResolve`	software	healthy	`tests/test_pipeline_unit.py:114`
`TestStageAttribute`	software	healthy	`tests/test_pipeline_unit.py:151`
`TestPipelineDryRun`	software	healthy	`tests/test_pipeline_unit.py:219`
`TestDeduplicateEvents`	software	healthy	`tests/test_discovery_unit.py:38`
`TestDeduplicateRaw`	software	healthy	`tests/test_discovery_unit.py:102`
`TestTitleKey`	software	healthy	`tests/test_discovery_unit.py:157`
`TestExtractCompanyHint`	software	healthy	`tests/test_discovery_unit.py:188`
`TestParseEntryDate`	software	healthy	`tests/test_discovery_unit.py:225`
`TestCalculateAttribution`	software	healthy	`tests/test_attribution_unit.py:26`
`TestCheckInvestorSignals`	software	healthy	`tests/test_attribution_unit.py:119`
`TestCheckFounderSignals`	software	healthy	`tests/test_attribution_unit.py:170`
`TestCreateOverrideAttribution`	software	healthy	`tests/test_attribution_unit.py:219`
`TestCreateNaAttribution`	software	healthy	`tests/test_attribution_unit.py:255`
`TestAttributeStartupFastPaths`	software	healthy	`tests/test_attribution_unit.py:291`
`AskRequest`	software	healthy	`api/routers/ask.py:53`
`Source`	software	healthy	`api/routers/ask.py:57`
`AskResponse`	software	healthy	`api/routers/ask.py:63`
`StartupCreate`	software	healthy	`api/routers/startups.py:27`
`StartupPatch`	software	healthy	`api/routers/startups.py:36`
`TriggerRequest`	software	healthy	`api/routers/pipeline.py:29`
`ProviderType`	software	healthy	`app/models.py:13`
`SignalStrength`	software	healthy	`app/models.py:19`
`EntrenchmentLevel`	software	healthy	`app/models.py:26`
`CloudPropensity`	software	healthy	`app/models.py:34`
`ClassificationConfidence`	software	healthy	`app/models.py:41`
`FundingEvent`	software	healthy	`app/models.py:52`
`AttributionSignal`	software	healthy	`app/models.py:143`
`ProviderEntry`	software	healthy	`app/models.py:166`
`Attribution`	software	healthy	`app/models.py:176`
`AttributionSnapshot`	software	healthy	`app/models.py:234`
`Startup`	software	healthy	`app/models.py:265`
`WeeklyRun`	software	healthy	`app/models.py:308`
`SignalWeights`	software	healthy	`app/models.py:332`
`PriorityResult`	software	healthy	`app/priority.py:37`
`ClassificationResult`	software	healthy	`app/classification/classifier.py:30`
`DetectedTrigger`	software	healthy	`app/triggers/trigger_detector.py:29`
`OutreachIntelligence`	software	healthy	`app/intelligence/outreach_generator.py:25`
`DatabaseClient`	software	healthy	`app/core/database.py:16`
`SubprocessorEntry`	software	healthy	`app/attribution/subprocessors_parser.py:183`
`SubprocessorParseResult`	software	healthy	`app/attribution/subprocessors_parser.py:192`
`SubprocessorsParser`	software	healthy	`app/attribution/subprocessors_parser.py:205`
`AttributionEngine`	software	healthy	`app/attribution/attribution_engine.py:613`
`FundingDiscovery`	software	healthy	`app/discovery/funding_discovery.py:31`
`DomainResolver`	software	healthy	`app/resolution/domain_resolver.py:16`

Label	Layer	Status	Path
`tests`	software	healthy	`tests`
`api`	software	healthy	`api`
`routers`	software	healthy	`api/routers`
`docs`	software	healthy	`docs`
`scripts`	software	healthy	`scripts`
`dashboard`	software	healthy	`dashboard`
`components`	software	healthy	`dashboard/components`
`ui`	software	healthy	`dashboard/components/ui`
`app`	software	healthy	`dashboard/app`
`ready-to-engage`	software	healthy	`dashboard/app/ready-to-engage`
`login`	software	healthy	`dashboard/app/login`
`api`	software	healthy	`dashboard/app/api`
`auth`	software	healthy	`dashboard/app/api/auth`
`login`	software	healthy	`dashboard/app/api/auth/login`
`ask`	software	healthy	`dashboard/app/ask`
`runs`	software	healthy	`dashboard/app/runs`
`[id]`	software	healthy	`dashboard/app/runs/[id]`
`add`	software	healthy	`dashboard/app/add`
`companies`	software	healthy	`dashboard/app/companies`
`[id]`	software	healthy	`dashboard/app/companies/[id]`
`lib`	software	healthy	`dashboard/lib`
`app`	software	healthy	`app`
`classification`	software	healthy	`app/classification`
`triggers`	software	healthy	`app/triggers`
`intelligence`	software	healthy	`app/intelligence`
`core`	software	healthy	`app/core`
`attribution`	software	healthy	`app/attribution`
`discovery`	software	healthy	`app/discovery`
`resolution`	software	healthy	`app/resolution`
`migrations`	software	healthy	`migrations`

Label	Layer	Status	Path
`POST /api/auth/verify`	api	healthy	`api/main.py`
`GET /health`	api	healthy	`api/main.py`
`GET /`	api	healthy	`api/main.py`
`POST /ask`	api	healthy	`api/routers/ask.py`
`GET /cloud-distribution`	api	healthy	`api/routers/analytics.py`
`GET /ai-distribution`	api	healthy	`api/routers/analytics.py`
`GET /recent-funding`	api	healthy	`api/routers/analytics.py`
`GET /signal-effectiveness`	api	healthy	`api/routers/analytics.py`
`GET /provider-changes`	api	healthy	`api/routers/analytics.py`
`GET /summary`	api	healthy	`api/routers/analytics.py`
`GET /search-usage`	api	healthy	`api/routers/analytics.py`
`GET /{startup_id}`	api	healthy	`api/routers/startups.py`
`POST /`	api	healthy	`api/routers/startups.py`
`PATCH /{startup_id}`	api	healthy	`api/routers/startups.py`
`POST /{startup_id}/re-attribute`	api	healthy	`api/routers/startups.py`
`GET /status`	api	healthy	`api/routers/pipeline.py`
`GET /runs`	api	healthy	`api/routers/pipeline.py`
`GET /runs/{run_id}`	api	healthy	`api/routers/pipeline.py`
`POST /trigger`	api	healthy	`api/routers/pipeline.py`

Label	Layer	Status	Path
`/page.tsx`	frontend	healthy	`dashboard/app/page.tsx`
`/ready-to-engage`	frontend	healthy	`dashboard/app/ready-to-engage/page.tsx`
`/login`	frontend	healthy	`dashboard/app/login/page.tsx`
`/ask`	frontend	healthy	`dashboard/app/ask/page.tsx`
`/runs`	frontend	healthy	`dashboard/app/runs/page.tsx`
`/runs/[id]`	frontend	healthy	`dashboard/app/runs/[id]/page.tsx`
`/add`	frontend	healthy	`dashboard/app/add/page.tsx`
`/companies`	frontend	healthy	`dashboard/app/companies/page.tsx`
`/companies/[id]`	frontend	healthy	`dashboard/app/companies/[id]/page.tsx`
`/`	frontend	healthy	`dashboard/app/api/auth/login/route.ts`

Label	Layer	Status	Path
`startups`	data	healthy	`schema.sql`
`funding_events`	data	healthy	`schema.sql`
`attribution_signals`	data	healthy	`schema.sql`
`attribution_snapshots`	data	healthy	`schema.sql`
`weekly_runs`	data	healthy	`schema.sql`
`manual_overrides`	data	healthy	`schema_additions.sql`
`pipeline_logs`	data	healthy	`schema_additions.sql`
`company_triggers`	data	healthy	`migrations/003_add_company_triggers.sql`

Label	Layer	Status	Path
`ReadyToEngagePage`	frontend	healthy	`dashboard/app/ready-to-engage/page.tsx`
`LoginPage`	frontend	healthy	`dashboard/app/login/page.tsx`
`AskPage`	frontend	healthy	`dashboard/app/ask/page.tsx`
`RunsPage`	frontend	healthy	`dashboard/app/runs/page.tsx`
`RunDetailPage`	frontend	healthy	`dashboard/app/runs/[id]/page.tsx`
`AddCompanyPage`	frontend	healthy	`dashboard/app/add/page.tsx`
`CompaniesPage`	frontend	healthy	`dashboard/app/companies/page.tsx`
`CompanyDetailPage`	frontend	healthy	`dashboard/app/companies/[id]/page.tsx`

Label	Layer	Status	Path
`vps::aws`	hardware	healthy	`README.md`
`vps::gcp`	hardware	healthy	`tests/conftest.py`
`vps::azure`	hardware	healthy	`tests/conftest.py`
`vps::vultr`	hardware	healthy	`dashboard/components/ProviderBadge.tsx`
`vps::ec2`	hardware	healthy	`app/attribution/attribution_engine.py`

Label	Layer	Status	Path
`postgresql`	data	healthy	`README.md`
`postgres`	data	healthy	`Dockerfile`
`mongodb`	data	healthy	`app/triggers/trigger_detector.py`
`redis`	data	healthy	`app/triggers/trigger_detector.py`

Label	Layer	Status	Path
`004_add_outreach_intelligence.sql`	data	healthy	`migrations/004_add_outreach_intelligence.sql`
`002_add_engagement_tier.sql`	data	healthy	`migrations/002_add_engagement_tier.sql`
`001_add_classification_columns.sql`	data	healthy	`migrations/001_add_classification_columns.sql`
`003_add_company_triggers.sql`	data	healthy	`migrations/003_add_company_triggers.sql`

Label	Layer	Status	Path
`repobility-clone-29bp6taw`	software	healthy	`/tmp/repobility-clone-29bp6taw`

Label	Layer	Status	Path
`sqs`	data	healthy	`app/attribution/attribution_engine.py`

Label	Layer	Status	Path
`52.84.123.45`	network	healthy	`app/attribution/README.md`

Label	Layer	Status	Path
`image::Dockerfile`	hardware	healthy	`Dockerfile`

Label	Layer	Status	Path
`gpu (detected)`	hardware	healthy	`tests/test_attribution_unit.py`

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samprak-ai/genai-intel

Complete repo analysis

function 50+

file 50+

class 48

directory 30

endpoint 19

route 10

table 8

component 8

vps 5

database 4

migration 4

repo 1

queue 1

service 1

container 1

gpu 1