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SKALA-AXis/axis-ai

https://github.com/SKALA-AXis/axis-ai · scanned 2026-06-16 00:14 UTC (2 months, 2 weeks ago)

244 raw signals (75 security + 169 graph)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 months, 2 weeks ago · v1 · 150 actionable findings from 2 signal sources. 288 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 · 142 findings

Severity distribution — click a segment to filter

Active filters: excluding tests × Reset all

Severity: Critical 2 High 19 Medium 12 Low 109 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 8 System graph 142 Crowd 0 Layer: Quality 82 Security 17 Software 28 Hardware 3 Frontend 1 Cicd 2 Api 17

Exclude dismissed / FP Exclude test files

All 6054 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
`_parse_args`	software	healthy	`run_preprocess_once.py:40`
`_load_articles`	software	healthy	`run_preprocess_once.py:66`
`_discover_input_files`	software	healthy	`run_preprocess_once.py:92`
`_read_json`	software	healthy	`run_preprocess_once.py:96`
`_filter_by_source_type`	software	healthy	`run_preprocess_once.py:116`
`_preprocess`	software	healthy	`run_preprocess_once.py:143`
`_preprocess_route`	software	healthy	`run_preprocess_once.py:215`
`_mark_official_document`	software	healthy	`run_preprocess_once.py:240`
`_mark_parsed_document`	software	healthy	`run_preprocess_once.py:254`
`_mark_industry_document`	software	healthy	`run_preprocess_once.py:270`
`_mark_structured_signal`	software	healthy	`run_preprocess_once.py:284`
`_mark_unsupported_source`	software	healthy	`run_preprocess_once.py:298`
`_matched_sectors_from_article`	software	healthy	`run_preprocess_once.py:310`
`_source_type`	software	healthy	`run_preprocess_once.py:319`
`_source_name`	software	healthy	`run_preprocess_once.py:323`
`_mark_representatives`	software	healthy	`run_preprocess_once.py:327`
`_classify`	software	healthy	`run_preprocess_once.py:344`
`_normalize_company`	software	healthy	`run_preprocess_once.py:374`
`_first_company`	software	healthy	`run_preprocess_once.py:396`
`_save_result`	software	healthy	`run_preprocess_once.py:401`
`_source_label`	software	healthy	`run_preprocess_once.py:411`
`_run`	software	healthy	`run_preprocess_once.py:425`
`_parse_args`	software	healthy	`run_backfill_crawler.py:18`
`_main`	software	healthy	`run_backfill_crawler.py:86`
`_print_state`	software	healthy	`run_backfill_crawler.py:156`
`_parse_args`	software	healthy	`run_all_once.py:22`
`_crawler_cmd`	software	healthy	`run_all_once.py:80`
`_preprocess_cmd`	software	healthy	`run_all_once.py:98`
`_append_shared_args`	software	healthy	`run_all_once.py:105`
`_run_step`	software	healthy	`run_all_once.py:112`
`main`	software	healthy	`run_all_once.py:121`
`main`	software	healthy	`save_catch_session.py:20`
`_previous_month_label`	software	healthy	`run_local_crawler_once.py:91`
`_parse_args`	software	healthy	`run_local_crawler_once.py:103`
`_build_crawler`	software	healthy	`run_local_crawler_once.py:235`
`_make_output_source_name`	software	healthy	`run_local_crawler_once.py:328`
`_make_output_group`	software	healthy	`run_local_crawler_once.py:334`
`_run_one`	software	healthy	`run_local_crawler_once.py:340`
`_filter_peer_news_articles`	software	healthy	`run_local_crawler_once.py:365`
`_run_one_with_retry`	software	healthy	`run_local_crawler_once.py:396`
`_article_company_ids`	software	healthy	`run_local_crawler_once.py:438`
`_datalab_rows`	software	healthy	`run_local_crawler_once.py:454`
`_apply_daily_limit`	software	healthy	`run_local_crawler_once.py:465`
`_parse_sources`	software	healthy	`run_local_crawler_once.py:483`
`_resolve_sources_for_company_tier`	software	healthy	`run_local_crawler_once.py:516`
`_build_run_plan`	software	healthy	`run_local_crawler_once.py:533`
`_run`	software	healthy	`run_local_crawler_once.py:622`
`_company_label`	software	healthy	`run_pipeline_once.py:82`
`_resolve_companies`	software	healthy	`run_pipeline_once.py:88`
`main`	software	healthy	`run_pipeline_once.py:103`

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

Label	Layer	Status	Path
`run_preprocess_once.py`	software	healthy	`run_preprocess_once.py`
`README.md`	software	healthy	`README.md`
`run_backfill_crawler.py`	software	healthy	`run_backfill_crawler.py`
`CLAUDE.md`	software	healthy	`CLAUDE.md`
`run_all_once.py`	software	healthy	`run_all_once.py`
`save_catch_session.py`	software	healthy	`save_catch_session.py`
`Dockerfile`	software	healthy	`Dockerfile`
`.gitleaks.toml`	software	healthy	`.gitleaks.toml`
`.pre-commit-config.yaml`	software	healthy	`.pre-commit-config.yaml`
`keyword.py`	software	healthy	`keyword.py`
`run_local_crawler_once.py`	software	healthy	`run_local_crawler_once.py`
`run_pipeline_once.py`	software	healthy	`run_pipeline_once.py`
`run_crawler_once.py`	software	healthy	`run_crawler_once.py`
`pyproject.toml`	software	healthy	`pyproject.toml`
`Makefile`	software	healthy	`Makefile`
`test_card_news_composer.py`	software	healthy	`tests/test_card_news_composer.py`
`test_briefing_generation_agent.py`	software	healthy	`tests/test_briefing_generation_agent.py`
`test_openai_policy.py`	software	healthy	`tests/test_openai_policy.py`
`test_implication_agent.py`	software	healthy	`tests/test_implication_agent.py`
`test_parsers.py`	software	healthy	`tests/test_parsers.py`
`test_audit_news_cluster_quality.py`	software	healthy	`tests/test_audit_news_cluster_quality.py`
`test_backfill_card_news.py`	software	healthy	`tests/test_backfill_card_news.py`
`__init__.py`	software	healthy	`tests/__init__.py`
`test_card_news_integrated_issue_storage.py`	software	healthy	`tests/test_card_news_integrated_issue_storage.py`
`test_evaluator.py`	software	healthy	`tests/test_evaluator.py`
`test_article_content_parser.py`	software	healthy	`tests/test_article_content_parser.py`
`test_source_summarizer_cost_control.py`	software	healthy	`tests/test_source_summarizer_cost_control.py`
`test_peer_overview_keywords.py`	software	healthy	`tests/test_peer_overview_keywords.py`
`test_extractors.py`	software	healthy	`tests/test_extractors.py`
`test_chat_orchestrator_agent.py`	software	healthy	`tests/test_chat_orchestrator_agent.py`
`test_mixer_analysis_agent.py`	software	healthy	`tests/test_mixer_analysis_agent.py`
`test_llm_factory.py`	software	healthy	`tests/test_llm_factory.py`
`test_analysis_units.py`	software	healthy	`tests/test_analysis_units.py`
`test_precedent_search.py`	software	healthy	`tests/test_precedent_search.py`
`test_context_pack_assembler.py`	software	healthy	`tests/test_context_pack_assembler.py`
`test_it_trend_agent.py`	software	healthy	`tests/test_it_trend_agent.py`
`test_analysis_flow_graph.py`	software	healthy	`tests/test_analysis_flow_graph.py`
`test_profile_input_builder.py`	software	healthy	`tests/test_profile_input_builder.py`
`test_article_store_alignment.py`	software	healthy	`tests/test_article_store_alignment.py`
`test_peer_profile_agent.py`	software	healthy	`tests/test_peer_profile_agent.py`
`test_crawler.py`	software	healthy	`tests/test_crawler.py`
`test_shared_json_helpers.py`	software	healthy	`tests/test_shared_json_helpers.py`
`test_assistant_knowledge_index.py`	software	healthy	`tests/test_assistant_knowledge_index.py`
`test_router_endpoints.py`	software	healthy	`tests/test_router_endpoints.py`
`test_dedup_title_key.py`	software	healthy	`tests/test_dedup_title_key.py`
`test_briefing_reuse.py`	software	healthy	`tests/test_briefing_reuse.py`
`test_weekly_digest_agent.py`	software	healthy	`tests/test_weekly_digest_agent.py`
`test_classify_article.py`	software	healthy	`tests/test_classify_article.py`
`test_chat_pdf.py`	software	healthy	`tests/test_chat_pdf.py`
`test_today_insight_comparison_engine.py`	software	healthy	`tests/test_today_insight_comparison_engine.py`

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

Label	Layer	Status	Path
`_FakeLLM`	software	healthy	`tests/test_chat_orchestrator_agent.py:13`
`_Response`	software	healthy	`tests/test_chat_orchestrator_agent.py:38`
`_FakeReportLLM`	software	healthy	`tests/test_chat_orchestrator_agent.py:31`
`_FakeResponse`	software	healthy	`tests/test_mixer_analysis_agent.py:17`
`_FakeLLM`	software	healthy	`tests/test_mixer_analysis_agent.py:22`
`_MissingCredentialLLM`	software	healthy	`tests/test_mixer_analysis_agent.py:474`
`_FakeChatOpenAI`	software	healthy	`tests/test_llm_factory.py:19`
`TestFindPrecedents`	software	healthy	`tests/test_precedent_search.py:64`
`TestSearchByBundle`	software	healthy	`tests/test_precedent_search.py:130`
`TestBundleQueryText`	software	healthy	`tests/test_precedent_search.py:155`
`TestBuilderIntegration`	software	healthy	`tests/test_precedent_search.py:177`
`_FakeLLM`	software	healthy	`tests/test_it_trend_agent.py:441`
`_R`	software	healthy	`tests/test_it_trend_agent.py:445`
`_Row`	software	healthy	`tests/test_profile_input_builder.py:9`
`_Result`	software	healthy	`tests/test_profile_input_builder.py:14`
`_FakeSession`	software	healthy	`tests/test_profile_input_builder.py:25`
`_Builder`	software	healthy	`tests/test_peer_profile_agent.py:65`
`_FakeMessage`	software	healthy	`tests/test_peer_profile_agent.py:71`
`_FakeLLM`	software	healthy	`tests/test_peer_profile_agent.py:115`
`FakeClient`	software	healthy	`tests/test_crawler.py:257`
`FakeResponse`	software	healthy	`tests/test_crawler.py:330`
`Weird`	software	healthy	`tests/test_shared_json_helpers.py:53`
`_FakeQdrantClient`	software	healthy	`tests/test_assistant_knowledge_index.py:9`
`FakeGraph`	software	healthy	`tests/test_router_endpoints.py:88`
`FakeAgent`	software	healthy	`tests/test_router_endpoints.py:124`
`FakeTrendAgent`	software	healthy	`tests/test_router_endpoints.py:304`
`_Resp`	software	healthy	`tests/test_classify_article.py:81`
`_FakeLLM`	software	healthy	`tests/test_classify_article.py:84`
`_FakeResponse`	software	healthy	`tests/test_today_insight_agent.py:14`
`_FakeLLM`	software	healthy	`tests/test_today_insight_agent.py:19`
`SourceCluster`	software	healthy	`scripts/postprocess_singleton_clusters.py:76`
`Cluster`	software	healthy	`scripts/postprocess_singleton_clusters.py:87`
`MergeCandidate`	software	healthy	`scripts/postprocess_singleton_clusters.py:97`
`GroupMergeCandidate`	software	healthy	`scripts/postprocess_singleton_clusters.py:106`
`PipelineRunRequest`	software	healthy	`src/schemas.py:14`
`PipelineRunResponse`	software	healthy	`src/schemas.py:22`
`SearchRequest`	software	healthy	`src/schemas.py:28`
`SearchHit`	software	healthy	`src/schemas.py:35`
`SearchResponse`	software	healthy	`src/schemas.py:47`
`GenSearchRequest`	software	healthy	`src/schemas.py:52`
`GenSearchResult`	software	healthy	`src/schemas.py:58`
`HealthResponse`	software	healthy	`src/schemas.py:65`
`BriefingCard`	software	healthy	`src/schemas.py:79`
`BriefingRequest`	software	healthy	`src/schemas.py:94`
`BriefingContent`	software	healthy	`src/schemas.py:98`
`BackfillSourceConfig`	software	healthy	`src/crawler/backfill_config.py:10`
`BackfillRunSummary`	software	healthy	`src/crawler/backfill_runner.py:28`
`BackfillRunner`	software	healthy	`src/crawler/backfill_runner.py:38`
`_Crawlable`	software	healthy	`src/crawler/batch_processor.py:63`
`BatchProcessor`	software	healthy	`src/crawler/batch_processor.py:67`

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

Label	Layer	Status	Path
`tests`	software	healthy	`tests`
`fixtures`	software	healthy	`tests/fixtures`
`docs`	software	healthy	`docs`
`scripts`	software	healthy	`scripts`
`design`	software	healthy	`design`
`90-cross-cutting`	software	healthy	`design/90-cross-cutting`
`10-ingestion`	software	healthy	`design/10-ingestion`
`25-knowledge-curation`	software	healthy	`design/25-knowledge-curation`
`50-weak-signal`	software	healthy	`design/50-weak-signal`
`20-enrichment`	software	healthy	`design/20-enrichment`
`30-analysis`	software	healthy	`design/30-analysis`
`60-briefing`	software	healthy	`design/60-briefing`
`40-user-query`	software	healthy	`design/40-user-query`
`.github`	software	healthy	`.github`
`ISSUE_TEMPLATE`	software	healthy	`.github/ISSUE_TEMPLATE`
`workflows`	software	healthy	`.github/workflows`
`src`	software	healthy	`src`
`crawler`	software	healthy	`src/crawler`
`parsers`	software	healthy	`src/crawler/parsers`
`sources`	software	healthy	`src/crawler/sources`
`crawler_results`	software	healthy	`src/crawler/sources/crawler_results`
`local`	software	healthy	`src/crawler/local`
`monitors`	software	healthy	`src/crawler/monitors`
`parsers`	software	healthy	`src/parsers`
`evaluators`	software	healthy	`src/evaluators`
`extractors`	software	healthy	`src/extractors`
`config`	software	healthy	`src/config`
`middleware`	software	healthy	`src/middleware`
`api`	software	healthy	`src/api`
`shared`	software	healthy	`src/shared`
`observability`	software	healthy	`src/observability`
`rag`	software	healthy	`src/rag`
`preprocessing`	software	healthy	`src/preprocessing`
`analysis`	software	healthy	`src/analysis`
`prompts`	software	healthy	`src/analysis/prompts`
`agents`	software	healthy	`src/agents`
`_deprecated`	software	healthy	`src/agents/_deprecated`
`context`	software	healthy	`src/agents/context`
`prompts`	software	healthy	`src/agents/prompts`
`briefing`	software	healthy	`src/agents/briefing`
`strategic_insight`	software	healthy	`src/agents/strategic_insight`
`pipeline`	software	healthy	`src/pipeline`
`services`	software	healthy	`src/services`
`db`	software	healthy	`src/db`
`composers`	software	healthy	`src/composers`
`contracts`	software	healthy	`src/contracts`
`llm`	software	healthy	`src/llm`

Label	Layer	Status	Path
`GET /healthz`	api	healthy	`src/api/router.py`
`GET /health`	api	healthy	`src/api/router.py`
`POST /pipeline/run`	api	healthy	`src/api/router.py`
`POST /pipeline/delivery`	api	healthy	`src/api/router.py`
`POST /classify`	api	healthy	`src/api/router.py`
`POST /briefing/generate`	api	healthy	`src/api/router.py`
`GET /api/cards`	api	healthy	`src/api/router.py`
`GET /api/cards/today`	api	healthy	`src/api/router.py`
`POST /search`	api	healthy	`src/api/router.py`
`POST /gen-search`	api	healthy	`src/api/router.py`
`POST /chat`	api	healthy	`src/api/router.py`
`POST /chat/pdf`	api	healthy	`src/api/router.py`
`POST /today-insight/generate`	api	healthy	`src/api/router.py`
`POST /insight/generate`	api	healthy	`src/api/router.py`
`POST /mixer/analyze`	api	healthy	`src/api/router.py`
`POST /mixer/analyze/stream`	api	healthy	`src/api/router.py`
`POST /global/trends/run`	api	healthy	`src/api/router.py`
`POST /link/verify`	api	healthy	`src/api/router.py`
`POST /weak-signal/run`	api	healthy	`src/api/router.py`

Label	Layer	Status	Path
`briefing_reports`	data	healthy	`docs/briefing_reports_schema.sql`
`briefing_report_cards`	data	healthy	`docs/briefing_reports_schema.sql`
`briefing_report_articles`	data	healthy	`docs/briefing_reports_schema.sql`
`raw_article_parse_results`	data	healthy	`scripts/reprocess_dart_analysis.py`
`raw_article_financial_metrics`	data	healthy	`scripts/reprocess_dart_analysis.py`
`raw_article_business_signals`	data	healthy	`scripts/reprocess_dart_analysis.py`
`market_price_ohlcv`	data	healthy	`src/db/article_store.py`
`crawl_cursors`	data	healthy	`src/db/crawl_state_store.py`
`crawl_runs`	data	healthy	`src/db/crawl_state_store.py`
`crawl_run_articles`	data	healthy	`src/db/crawl_state_store.py`
`Base`	data	healthy	`src/db/postgres.py`

Label	Layer	Status	Path
`IMAGE_NAME`	cicd	healthy	`—`
`HARBOR_PASSWORD`	cicd	healthy	`—`
`INFRA_DISPATCH_PAT`	cicd	healthy	`—`
`HARBOR_PROJECT`	cicd	healthy	`—`
`HARBOR_USERNAME`	cicd	healthy	`—`
`HARBOR_HOST`	cicd	healthy	`—`

Label	Layer	Status	Path
`gitleaks`	cicd	healthy	`.github/workflows/ci.yml`
`lint-and-test`	cicd	healthy	`.github/workflows/ci.yml`
`docker-main-deps-smoke`	cicd	healthy	`.github/workflows/ci.yml`
`docker-smoke`	cicd	healthy	`.github/workflows/ci.yml`
`build-push`	cicd	healthy	`.github/workflows/build-and-push.yml`

Label	Layer	Status	Path
`122.0.0.0`	network	healthy	`save_catch_session.py`
`1.27.2.3`	network	healthy	`pyproject.toml`
`121.0.0.0`	network	healthy	`src/crawler/sources/company_news.py`
`124.0.0.0`	network	healthy	`src/crawler/sources/bcg.py`

Label	Layer	Status	Path
`vps::aws`	hardware	healthy	`README.md`
`vps::azure`	hardware	healthy	`scripts/reprocess_ir_analysis.py`
`vps::gcp`	hardware	healthy	`scripts/reprocess_ir_analysis.py`

Label	Layer	Status	Path
`postgres`	data	healthy	`README.md`
`postgresql`	data	healthy	`README.md`

Label	Layer	Status	Path
`auth::README.md`	security	healthy	`README.md`
`auth::src/agents/chat_orchestrator_agent.py`	security	healthy	`src/agents/chat_orchestrator_agent.py`

Label	Layer	Status	Path
`gha::ci`	cicd	healthy	`.github/workflows/ci.yml`
`gha::build-and-push`	cicd	healthy	`.github/workflows/build-and-push.yml`

Label	Layer	Status	Path
`repobility-clone-5935ayan`	software	healthy	`/tmp/repobility-clone-5935ayan`

Label	Layer	Status	Path
`port:8001`	network	healthy	`Dockerfile`

Label	Layer	Status	Path
`nginx`	network	healthy	`src/api/router.py`

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

Label	Layer	Status	Path
`gpu (detected)`	hardware	healthy	`README.md`

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SKALA-AXis/axis-ai

Complete repo analysis

function 50+

file 50+

class 50+

directory 47

endpoint 19

table 11

env_var 6

job 5

service 4

vps 3

database 2

auth 2

pipeline 2

repo 1

port 1

load_balancer 1

container 1

gpu 1