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rajtrafficradius/LEAD_FORGE_GENERATOR-24-4-2026-

https://github.com/rajtrafficradius/LEAD_FORGE_GENERATOR-24-4-2026- · scanned 2026-06-15 23:46 UTC (2 months, 4 weeks ago)

135 raw signals (0 security + 135 graph)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 months, 4 weeks ago · v1 · 123 actionable findings from 1 signal source. 12 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

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100.0% cov · 123 findings

Severity distribution — click a segment to filter

Active filters: excluding tests × Reset all

Severity: Critical 0 High 22 Medium 6 Low 84 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 123 Crowd 0 Layer: Software 24 Frontend 1 Security 23 Cicd 1 Quality 32 Api 42

Exclude dismissed / FP Exclude test files

All 841 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	`parallel_pipeline.py:40`
`cancel`	software	healthy	`parallel_pipeline.py:81`
`run`	software	healthy	`parallel_pipeline.py:91`
`_run_one_industry`	software	healthy	`parallel_pipeline.py:135`
`ind_log`	software	healthy	`parallel_pipeline.py:146`
`_write_combined_csv`	software	healthy	`parallel_pipeline.py:186`
`_norm_kw`	software	healthy	`keyword_bank.py:75`
`_ensure_loaded`	software	healthy	`keyword_bank.py:79`
`_stem`	software	healthy	`keyword_bank.py:131`
`_ind_tokens`	software	healthy	`keyword_bank.py:144`
`_resolve_industry_key`	software	healthy	`keyword_bank.py:158`
`get_scored_keywords`	software	healthy	`keyword_bank.py:180`
`get_keyword_score`	software	dead	`keyword_bank.py:195`
`get_reserve_keywords`	software	dead	`keyword_bank.py:200`
`get_industry_tiers`	software	healthy	`keyword_bank.py:208`
`get_ecom_keywords_for_industry`	software	healthy	`keyword_bank.py:228`
`get_global_fallback`	software	healthy	`keyword_bank.py:269`
`get_extended_keywords`	software	healthy	`keyword_bank.py:276`
`_add`	software	healthy	`keyword_bank.py:299`
`bank_stats`	software	dead	`keyword_bank.py:327`
`__init__`	software	healthy	`rate_limiter.py:52`
`_refill`	software	healthy	`rate_limiter.py:69`
`acquire`	software	healthy	`rate_limiter.py:76`
`snapshot`	software	dead	`rate_limiter.py:105`
`__init__`	software	healthy	`lead_pool.py:40`
`prime_master`	software	healthy	`lead_pool.py:47`
`try_claim_domain`	software	healthy	`lead_pool.py:80`
`add_domains`	software	healthy	`lead_pool.py:97`
`is_master_known`	software	dead	`lead_pool.py:110`
`stats`	software	healthy	`lead_pool.py:116`
`_default_item`	software	healthy	`pricing.py:70`
`default_pricing`	software	healthy	`pricing.py:74`
`_coerce_item`	software	healthy	`pricing.py:85`
`normalize`	software	healthy	`pricing.py:101`
`load_pricing`	software	healthy	`pricing.py:118`
`save_pricing`	software	healthy	`pricing.py:143`
`unit_price`	software	healthy	`pricing.py:163`
`unit_prices`	software	healthy	`pricing.py:169`
`compute_run_cost`	software	healthy	`pricing.py:176`
`cost_per_lead`	software	healthy	`pricing.py:203`
`_region_code`	software	healthy	`google_ads_transparency.py:67`
`advertiser_url`	software	dead	`google_ads_transparency.py:71`
`_norm_name`	software	healthy	`google_ads_transparency.py:82`
`_load_vocab`	software	healthy	`google_ads_transparency.py:121`
`_segment_candidates`	software	healthy	`google_ads_transparency.py:141`
`_squash`	software	healthy	`google_ads_transparency.py:196`
`_extract_ad_count`	software	healthy	`google_ads_transparency.py:200`
`_stem_matches_advertiser`	software	healthy	`google_ads_transparency.py:218`
`_name_matches`	software	healthy	`google_ads_transparency.py:236`
`__init__`	software	healthy	`google_ads_transparency.py:275`

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

Label	Layer	Status	Path
`ParallelLeadOrchestrator`	software	healthy	`parallel_pipeline.py:33`
`_Bucket`	software	healthy	`rate_limiter.py:34`
`RateLimiter`	software	healthy	`rate_limiter.py:43`
`LeadPool`	software	healthy	`lead_pool.py:31`
`AdsTransparencyVerifier`	software	healthy	`google_ads_transparency.py:257`
`DBUnavailable`	software	healthy	`db.py:44`
`DBConfigError`	software	healthy	`db.py:48`
`DBConfig`	software	healthy	`db.py:56`
`UserRepo`	software	healthy	`db.py:421`
`RunHistoryRepo`	software	healthy	`db.py:568`
`MasterLeadRepo`	software	healthy	`db.py:703`
`LeadAllocationRepo`	software	healthy	`db.py:1028`
`LeadEnrichmentRepo`	software	healthy	`db.py:1210`
`LeadCallsRepo`	software	healthy	`db.py:1347`
`User`	software	healthy	`auth.py:47`
`GoogleCustomSearchDiscovery`	software	healthy	`google_custom_search.py:99`
`CityLeadPipeline`	software	healthy	`city_pipeline.py:61`
`SecondaryAgent`	software	healthy	`secondary_agent.py:38`
`FakeSemrush`	software	healthy	`secondary_agent.py:135`
`FakeSecondaryKeywords`	software	healthy	`secondary_agent.py:144`
`VertexAIRanker`	software	healthy	`vertex_ai_ranker.py:67`
`DiscoveryMode`	software	healthy	`discovery_mode.py:35`
`JobState`	software	healthy	`wsgi.py:167`
`_FakeP`	software	healthy	`wsgi.py:1770`
`RateLimiter`	software	healthy	`V5.py:2041`
`SemrushClient`	software	healthy	`V5.py:2755`
`SerpApiClient`	software	healthy	`V5.py:3317`
`HunterClient`	software	healthy	`V5.py:3981`
`ApolloClient`	software	healthy	`V5.py:4022`
`LushaClient`	software	healthy	`V5.py:4243`
`OpenAIEmailVerifier`	software	healthy	`V5.py:4372`
`WebScraper`	software	healthy	`V5.py:4694`
`WhoisFounderClient`	software	healthy	`V5.py:4936`
`LeadGenerationPipeline`	software	healthy	`V5.py:5074`
`LeadGeneratorApp`	software	healthy	`V5.py:11246`
`_JobState`	software	healthy	`V5.py:12128`
`TestSemrushUnitBudget`	software	healthy	`test_semrush_budget.py:51`
`_R`	software	healthy	`test_semrush_budget.py:275`
`TestCompetitorBFSBudget`	software	healthy	`test_semrush_budget.py:182`
`TestThreeLeadSilentScope`	software	healthy	`test_semrush_budget.py:244`
`GooglePlacesIntentDiscovery`	software	healthy	`google_places_intent.py:129`
`TestDBBanner`	software	healthy	`tests/test_pipeline_smoke.py:60`
`TestGooglePlacesLiveCredits`	software	healthy	`tests/test_pipeline_smoke.py:96`
`TestGoogleIntentGateRelaxation`	software	healthy	`tests/test_pipeline_smoke.py:183`
`TestNoRegression`	software	healthy	`tests/test_pipeline_smoke.py:206`
`TestCostAndSemrushToggle`	software	healthy	`tests/test_pipeline_smoke.py:258`
`TestSerpApiBudget`	software	healthy	`tests/test_pipeline_smoke.py:313`
`TestPaidOnlyMode`	software	healthy	`tests/test_pipeline_smoke.py:375`
`TestDetectInitialMode`	software	healthy	`tests/test_discovery_mode.py:36`
`TestShouldPivotToGoogle`	software	healthy	`tests/test_discovery_mode.py:95`

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

Label	Layer	Status	Path
`ACTUAL_TEST_RUN_DATA.md`	software	healthy	`ACTUAL_TEST_RUN_DATA.md`
`parallel_pipeline.py`	software	healthy	`parallel_pipeline.py`
`API_CREDIT_USAGE_ANALYSIS.md`	software	healthy	`API_CREDIT_USAGE_ANALYSIS.md`
`railway.toml`	software	healthy	`railway.toml`
`keyword_bank.py`	software	healthy	`keyword_bank.py`
`rate_limiter.py`	software	healthy	`rate_limiter.py`
`lead_pool.py`	software	healthy	`lead_pool.py`
`pricing.py`	software	healthy	`pricing.py`
`google_ads_transparency.py`	software	healthy	`google_ads_transparency.py`
`secondary_keywords.py`	software	healthy	`secondary_keywords.py`
`db.py`	software	healthy	`db.py`
`auth.py`	software	healthy	`auth.py`
`google_custom_search.py`	software	healthy	`google_custom_search.py`
`city_pipeline.py`	software	healthy	`city_pipeline.py`
`LEADFORGE_V5_SESSION_SUMMARY.md`	software	healthy	`LEADFORGE_V5_SESSION_SUMMARY.md`
`secondary_agent.py`	software	healthy	`secondary_agent.py`
`cities_au.py`	software	healthy	`cities_au.py`
`index.html`	software	healthy	`index.html`
`threecx.py`	software	healthy	`threecx.py`
`vertex_ai_ranker.py`	software	healthy	`vertex_ai_ranker.py`
`discovery_mode.py`	software	healthy	`discovery_mode.py`
`wsgi.py`	software	healthy	`wsgi.py`
`V5.py`	software	healthy	`V5.py`
`.env.example`	software	healthy	`.env.example`
`README_SETUP.md`	software	healthy	`README_SETUP.md`
`test_semrush_budget.py`	software	healthy	`test_semrush_budget.py`
`enrichment_worker.py`	software	healthy	`enrichment_worker.py`
`utils.py`	software	healthy	`utils.py`
`build_master_keyword_bank.py`	software	healthy	`build_master_keyword_bank.py`
`requirements.txt`	software	healthy	`requirements.txt`
`export_grand_keywords.py`	software	healthy	`export_grand_keywords.py`
`build_ecom_index.py`	software	healthy	`build_ecom_index.py`
`README_API_ANALYSIS.md`	software	healthy	`README_API_ANALYSIS.md`
`index_legacy.html`	software	healthy	`index_legacy.html`
`DEPLOYMENT.md`	software	healthy	`DEPLOYMENT.md`
`generate_secondary_keywords.py`	software	healthy	`generate_secondary_keywords.py`
`google_places_intent.py`	software	healthy	`google_places_intent.py`
`API_OPTIMIZATION_CODE_GUIDE.md`	software	healthy	`API_OPTIMIZATION_CODE_GUIDE.md`
`competitor_expansion.py`	software	healthy	`competitor_expansion.py`
`__init__.py`	software	healthy	`tests/__init__.py`
`test_pipeline_smoke.py`	software	healthy	`tests/test_pipeline_smoke.py`
`test_discovery_mode.py`	software	healthy	`tests/test_discovery_mode.py`
`test_quota_guarantee.py`	software	healthy	`tests/test_quota_guarantee.py`
`MASTER_KEYWORD_BANK.json`	software	healthy	`KEYWORDS )(/MASTER_KEYWORD_BANK.json`
`ECOM_INDEX.json`	software	healthy	`KEYWORDS )(/_archive_legacy/ECOM_INDEX.json`
`login.html`	software	healthy	`templates/login.html`
`admin.html`	software	healthy	`templates/admin.html`
`Lead Generation Dashboard.html`	software	healthy	`NEW FRONTEND/LG/Lead Generation Dashboard.html`
`Lead Gen Premium.html`	software	healthy	`NEW FRONTEND/LG/Lead Gen Premium.html`
`build-preview.js`	software	healthy	`user-flow-chart/build-preview.js`

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

Label	Layer	Status	Path
`ANY /login`	api	healthy	`wsgi.py`
`ANY /logout`	api	healthy	`wsgi.py`
`ANY /whoami`	api	healthy	`wsgi.py`
`ANY /`	api	healthy	`wsgi.py`
`ANY /health`	api	healthy	`wsgi.py`
`ANY /<path:filename>`	api	healthy	`wsgi.py`
`ANY /industries`	api	healthy	`wsgi.py`
`ANY /api/au-cities`	api	healthy	`wsgi.py`
`ANY /api/credits`	api	healthy	`wsgi.py`
`ANY /api/credits/refresh`	api	healthy	`wsgi.py`
`ANY /api/master-stats`	api	healthy	`wsgi.py`
`ANY /admin`	api	healthy	`wsgi.py`
`ANY /admin/users`	api	healthy	`wsgi.py`
`ANY /admin/runs`	api	healthy	`wsgi.py`
`ANY /api/users`	api	healthy	`wsgi.py`
`ANY /api/users/<int:user_id>`	api	healthy	`wsgi.py`
`ANY /api/users/<int:user_id>/password`	api	healthy	`wsgi.py`
`ANY /api/allocation/bdes`	api	healthy	`wsgi.py`
`ANY /api/allocation/auto`	api	healthy	`wsgi.py`
`ANY /api/leads/<int:lead_id>/reassign`	api	healthy	`wsgi.py`
`ANY /api/leads/<int:lead_id>/contacted`	api	healthy	`wsgi.py`
`ANY /api/allocation/contacted-feed`	api	healthy	`wsgi.py`
`ANY /api/leads/manual-add`	api	healthy	`wsgi.py`
`ANY /api/lead/<int:lead_id>/full`	api	healthy	`wsgi.py`
`ANY /api/lead/<int:lead_id>/recrawl`	api	healthy	`wsgi.py`
`ANY /api/crawler/status`	api	healthy	`wsgi.py`
`ANY /api/3cx/webhook`	api	healthy	`wsgi.py`
`ANY /api/lead/<int:lead_id>/calls`	api	healthy	`wsgi.py`
`ANY /api/3cx/test-call`	api	healthy	`wsgi.py`
`ANY /api/3cx/sync`	api	healthy	`wsgi.py`
`ANY /api/me/mobile`	api	healthy	`wsgi.py`
`ANY /api/db/debug`	api	healthy	`wsgi.py`
`ANY /api/db/clear-all`	api	healthy	`wsgi.py`
`ANY /api/db/master-leads`	api	healthy	`wsgi.py`
`ANY /api/db/run-history`	api	healthy	`wsgi.py`
`ANY /api/pricing`	api	healthy	`wsgi.py`
`ANY /generate`	api	healthy	`wsgi.py`
`ANY /generate-city`	api	healthy	`wsgi.py`
`ANY /generate-multi`	api	healthy	`wsgi.py`
`ANY /status/<job_id>`	api	healthy	`wsgi.py`
`ANY /cancel`	api	healthy	`wsgi.py`
`ANY /download-partial/<job_id>`	api	healthy	`wsgi.py`
`ANY /apollo-phone-callback`	api	healthy	`wsgi.py`
`ANY /api/test-google-places`	api	healthy	`V5.py`

Label	Layer	Status	Path
`tests`	software	healthy	`tests`
`KEYWORDS )(`	software	healthy	`KEYWORDS )(`
`_archive_legacy`	software	healthy	`KEYWORDS )(/_archive_legacy`
`templates`	software	healthy	`templates`
`NEW FRONTEND`	software	healthy	`NEW FRONTEND`
`LG`	software	healthy	`NEW FRONTEND/LG`
`user-flow-chart`	software	healthy	`user-flow-chart`

Label	Layer	Status	Path
`auth::vertex_ai_ranker.py`	security	healthy	`vertex_ai_ranker.py`
`auth::google_custom_search.py`	security	healthy	`google_custom_search.py`
`auth::city_pipeline.py`	security	healthy	`city_pipeline.py`
`auth::.env.example`	security	healthy	`.env.example`
`auth::V5.py`	security	healthy	`V5.py`
`auth::threecx.py`	security	healthy	`threecx.py`
`auth::google_places_intent.py`	security	healthy	`google_places_intent.py`

Label	Layer	Status	Path
`users`	data	healthy	`db.py`
`run_history`	data	healthy	`db.py`
`master_leads`	data	healthy	`db.py`
`allocation_events`	data	healthy	`db.py`
`lead_enrichment`	data	healthy	`db.py`
`lead_calls`	data	healthy	`db.py`

Label	Layer	Status	Path
`repobility-clone-hohqzc1i`	software	healthy	`/tmp/repobility-clone-hohqzc1i`

Label	Layer	Status	Path
`mysql`	data	healthy	`db.py`

Label	Layer	Status	Path
`120.0.0.0`	network	healthy	`google_ads_transparency.py`

Label	Layer	Status	Path
`port:3306`	network	healthy	`db.py`

Label	Layer	Status	Path
`vps::gcp`	hardware	healthy	`vertex_ai_ranker.py`

Label	Layer	Status	Path
`gpu (detected)`	hardware	healthy	`user-flow-chart/README.md`

Label	Layer	Status	Path
`UserFlowChart`	frontend	healthy	`user-flow-chart/UserFlowChart.jsx`

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rajtrafficradius/LEAD_FORGE_GENERATOR-24-4-2026-

Complete repo analysis

function 50+

class 50+

file 50+

endpoint 44

directory 7

auth 7

table 6

repo 1

database 1

service 1

port 1

vps 1

gpu 1

component 1