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RedRightH/Steel_Trade_Intelligence_System

https://github.com/RedRightH/Steel_Trade_Intelligence_System · scanned 2026-06-15 23:49 UTC (2 months, 3 weeks ago)

43 raw signals (0 security + 43 graph)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 months, 3 weeks ago · v1 · 43 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 · 43 findings

Severity distribution — click a segment to filter

Active filters: excluding tests × Reset all

Severity: Critical 0 High 6 Medium 6 Low 25 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 43 Crowd 0 Layer: Software 7 Frontend 1 Security 9 Cicd 1 Quality 19 Api 6

Exclude dismissed / FP Exclude test files

All 377 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
`test_primary_key`	software	healthy	`test_api_keys.py:10`
`test_secondary_key`	software	healthy	`test_api_keys.py:49`
`get_steel_exports_to_countries`	software	healthy	`get_steel_exports_specific_countries.py:16`
`plot_steel_exports`	software	healthy	`plot_steel_exports.py:5`
`get_top_10_steel_export_destinations`	software	healthy	`get_steel_exports.py:10`
`startup_warmup`	software	healthy	`api.py:53`
`_warm`	software	healthy	`api.py:58`
`health`	software	healthy	`api.py:96`
`query`	software	healthy	`api.py:111`
`query_impact`	software	healthy	`api.py:155`
`cache_stats`	software	healthy	`api.py:176`
`cache_clear`	software	healthy	`api.py:181`
`gravity_insights`	software	healthy	`api.py:190`
`gravity_scenario`	software	healthy	`api.py:204`
`format_pair`	software	healthy	`dpo/train_dpo_local.py:50`
`nli_faith`	software	healthy	`dpo/train_dpo_local.py:181`
`run_groq_baseline`	software	healthy	`vllm/benchmark_throughput_local.py:41`
`run_local_dpo_benchmark`	software	healthy	`vllm/benchmark_throughput_local.py:85`
`main`	software	healthy	`vllm/benchmark_throughput_local.py:180`
`_get_groq`	software	healthy	`steel_rag/router.py:52`
`classify_question`	software	healthy	`steel_rag/router.py:151`
`_synthesize_answer`	software	healthy	`steel_rag/router.py:195`
`_run_policy_agent`	software	healthy	`steel_rag/router.py:244`
`_run_supply_chain_agent`	software	healthy	`steel_rag/router.py:366`
`_run_data_agent`	software	healthy	`steel_rag/router.py:434`
`_run_tariff_agent`	software	healthy	`steel_rag/router.py:497`
`route_query`	software	healthy	`steel_rag/router.py:543`
`print_result`	software	healthy	`steel_rag/router.py:594`
`run_gate_test`	software	healthy	`steel_rag/router.py:668`
`hs_description`	software	healthy	`steel_rag/tariff_agent.py:217`
`_get_groq`	software	healthy	`steel_rag/tariff_agent.py:239`
`load_tariff_data`	software	healthy	`steel_rag/tariff_agent.py:249`
`get_tariff`	software	healthy	`steel_rag/tariff_agent.py:311`
`get_tariff_trend`	software	healthy	`steel_rag/tariff_agent.py:331`
`get_chapter_summary`	software	healthy	`steel_rag/tariff_agent.py:357`
`get_top_tariff_products`	software	healthy	`steel_rag/tariff_agent.py:377`
`get_tariff_changes`	software	healthy	`steel_rag/tariff_agent.py:388`
`search_by_product`	software	healthy	`steel_rag/tariff_agent.py:408`
`plot_tariff_trend`	software	healthy	`steel_rag/tariff_agent.py:436`
`plot_chapter_comparison`	software	healthy	`steel_rag/tariff_agent.py:468`
`plot_tariff_heatmap`	software	healthy	`steel_rag/tariff_agent.py:503`
`query_tariff`	software	healthy	`steel_rag/tariff_agent.py:576`
`_get_nli`	software	healthy	`steel_rag/guardrails.py:61`
`is_in_domain`	software	healthy	`steel_rag/guardrails.py:71`
`is_answer_grounded`	software	dead	`steel_rag/guardrails.py:102`
`run_redteam`	software	healthy	`steel_rag/guardrails.py:168`
`_haversine_km`	software	healthy	`steel_rag/gravity_model.py:173`
`_distance_to_india`	software	healthy	`steel_rag/gravity_model.py:183`
`_fetch_wb_gdp`	software	healthy	`steel_rag/gravity_model.py:194`
`_load_gdp_cache`	software	healthy	`steel_rag/gravity_model.py:225`

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

Label	Layer	Status	Path
`vercel.json`	software	healthy	`vercel.json`
`policy_brief.md`	software	healthy	`policy_brief.md`
`STEEL_RAG_SYSTEM.md`	software	healthy	`STEEL_RAG_SYSTEM.md`
`README.md`	software	healthy	`README.md`
`test_api_keys.py`	software	healthy	`test_api_keys.py`
`get_steel_exports_specific_countries.py`	software	healthy	`get_steel_exports_specific_countries.py`
`app.py`	software	healthy	`app.py`
`plot_steel_exports.py`	software	healthy	`plot_steel_exports.py`
`AGENT_ARCHITECTURE_COMPARISON.md`	software	healthy	`AGENT_ARCHITECTURE_COMPARISON.md`
`get_steel_exports.py`	software	healthy	`get_steel_exports.py`
`.env.example`	software	healthy	`.env.example`
`api.py`	software	healthy	`api.py`
`requirements.txt`	software	healthy	`requirements.txt`
`PROJECT_STATUS_REPORT.md`	software	healthy	`PROJECT_STATUS_REPORT.md`
`PROJECT_DOCUMENTATION.md`	software	healthy	`PROJECT_DOCUMENTATION.md`
`index.html`	software	healthy	`frontend/index.html`
`devcontainer.json`	software	healthy	`.devcontainer/devcontainer.json`
`preference_pairs.json`	software	healthy	`dpo/preference_pairs.json`
`dpo_eval_results.json`	software	healthy	`dpo/dpo_eval_results.json`
`train_dpo_local.py`	software	healthy	`dpo/train_dpo_local.py`
`build_pairs.py`	software	healthy	`dpo/build_pairs.py`
`adapter_config.json`	software	healthy	`dpo/dpo_checkpoint/adapter_config.json`
`README.md`	software	healthy	`dpo/dpo_checkpoint/README.md`
`tokenizer_config.json`	software	healthy	`dpo/dpo_checkpoint/tokenizer_config.json`
`tokenizer.json`	software	healthy	`dpo/dpo_checkpoint/tokenizer.json`
`adapter_config.json`	software	healthy	`dpo/dpo_checkpoint/checkpoint-21/adapter_config.json`
`README.md`	software	healthy	`dpo/dpo_checkpoint/checkpoint-21/README.md`
`trainer_state.json`	software	healthy	`dpo/dpo_checkpoint/checkpoint-21/trainer_state.json`
`tokenizer_config.json`	software	healthy	`dpo/dpo_checkpoint/checkpoint-21/tokenizer_config.json`
`tokenizer.json`	software	healthy	`dpo/dpo_checkpoint/checkpoint-21/tokenizer.json`
`adapter_config.json`	software	healthy	`dpo/dpo_checkpoint/checkpoint-21/ref/adapter_config.json`
`adapter_config.json`	software	healthy	`dpo/dpo_checkpoint/checkpoint-20/adapter_config.json`
`README.md`	software	healthy	`dpo/dpo_checkpoint/checkpoint-20/README.md`
`trainer_state.json`	software	healthy	`dpo/dpo_checkpoint/checkpoint-20/trainer_state.json`
`tokenizer_config.json`	software	healthy	`dpo/dpo_checkpoint/checkpoint-20/tokenizer_config.json`
`tokenizer.json`	software	healthy	`dpo/dpo_checkpoint/checkpoint-20/tokenizer.json`
`adapter_config.json`	software	healthy	`dpo/dpo_checkpoint/checkpoint-20/ref/adapter_config.json`
`adapter_config.json`	software	healthy	`dpo/dpo_checkpoint/ref/adapter_config.json`
`setup_vllm_colab.py`	software	healthy	`vllm/setup_vllm_colab.py`
`benchmark_throughput_local.py`	software	healthy	`vllm/benchmark_throughput_local.py`
`throughput_results.json`	software	healthy	`vllm/throughput_results.json`
`pipeline_log.json`	software	healthy	`steel_rag/pipeline_log.json`
`router.py`	software	healthy	`steel_rag/router.py`
`tariff_agent.py`	software	healthy	`steel_rag/tariff_agent.py`
`guardrails.py`	software	healthy	`steel_rag/guardrails.py`
`gravity_model.py`	software	healthy	`steel_rag/gravity_model.py`
`classifier_pipeline.py`	software	healthy	`steel_rag/classifier_pipeline.py`
`dashboard.py`	software	healthy	`steel_rag/dashboard.py`
`eval_harness.py`	software	healthy	`steel_rag/eval_harness.py`
`market_opportunity.py`	software	healthy	`steel_rag/market_opportunity.py`

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

Label	Layer	Status	Path
`frontend`	software	healthy	`frontend`
`.devcontainer`	software	healthy	`.devcontainer`
`dpo`	software	healthy	`dpo`
`dpo_checkpoint`	software	healthy	`dpo/dpo_checkpoint`
`checkpoint-21`	software	healthy	`dpo/dpo_checkpoint/checkpoint-21`
`ref`	software	healthy	`dpo/dpo_checkpoint/checkpoint-21/ref`
`checkpoint-20`	software	healthy	`dpo/dpo_checkpoint/checkpoint-20`
`ref`	software	healthy	`dpo/dpo_checkpoint/checkpoint-20/ref`
`ref`	software	healthy	`dpo/dpo_checkpoint/ref`
`vllm`	software	healthy	`vllm`
`steel_rag`	software	healthy	`steel_rag`
`eval`	software	healthy	`steel_rag/eval`
`futures_cache`	software	healthy	`steel_rag/futures_cache`
`gravity_cache`	software	healthy	`steel_rag/gravity_cache`
`multimodal`	software	healthy	`multimodal`
`eval`	software	healthy	`eval`

Label	Layer	Status	Path
`QueryRequest`	software	healthy	`api.py:69`
`QueryResponse`	software	healthy	`api.py:73`
`ImpactRequest`	software	healthy	`api.py:82`
`GravityScenarioRequest`	software	healthy	`api.py:86`
`PolicyAnalystOutput`	software	healthy	`steel_rag/router.py:64`
`SupplyChainRiskOutput`	software	healthy	`steel_rag/router.py:81`
`DataAnalysisOutput`	software	healthy	`steel_rag/router.py:93`
`TariffAnalysisOutput`	software	healthy	`steel_rag/router.py:103`
`RouterOutput`	software	healthy	`steel_rag/router.py:114`
`Turn`	software	healthy	`steel_rag/memory.py:25`
`ConversationMemory`	software	healthy	`steel_rag/memory.py:32`
`HeadlineDataset`	software	healthy	`steel_rag/classifier.py:176`
`_PineconeStore`	software	healthy	`steel_rag/rag.py:99`

Label	Layer	Status	Path
`GET /health`	api	healthy	`api.py`
`POST /query`	api	healthy	`api.py`
`POST /query/impact`	api	healthy	`api.py`
`GET /cache/stats`	api	healthy	`api.py`
`POST /cache/clear`	api	healthy	`api.py`
`GET /gravity/insights`	api	healthy	`api.py`
`POST /gravity/scenario`	api	healthy	`api.py`

Label	Layer	Status	Path
`repobility-clone-_aw3iaub`	software	healthy	`/tmp/repobility-clone-_aw3iaub`

Label	Layer	Status	Path
`sqlite`	data	healthy	`README.md`

Label	Layer	Status	Path
`cache`	data	healthy	`steel_rag/semantic_cache.py`

Label	Layer	Status	Path
`port:8000`	network	healthy	`api.py`

Label	Layer	Status	Path
`gpu (detected)`	hardware	healthy	`api.py`

Label	Layer	Status	Path
`vps::aws`	hardware	healthy	`steel_rag/ingest_pinecone.py`

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RedRightH/Steel_Trade_Intelligence_System

Complete repo analysis

function 50+

file 50+

directory 16

class 13

endpoint 7

repo 1

database 1

table 1

port 1

gpu 1

vps 1