Public scan — anyone with this URL can view this analysis. Sign up to track your own repos privately, run scheduled re-scans, and get AI fix prompts via your dashboard.
Sign up free Scan another repo
94 of your 333 findings came from Repobility's proprietary detections. ✓ Repobility tags below mark them.

Scan timing: clone 1.39s · analysis 56.28s · 2.6 MB · GitHub API rate-limit (preflight)

virattt/ai-hedge-fund

https://github.com/virattt/ai-hedge-fund · scanned 2026-06-05 09:47 UTC (5 days, 17 hours ago) · 10 languages

625 raw signals (315 security + 310 graph) 37th percentile · Python · medium (20-100K LoC) System graph score 69 (lower by 22)

File as issue Image
UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 5 days, 17 hours ago · v2 · 331 actionable findings from 2 signal sources. 139 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
59.8
/100
Security checks
51
200 findings
System graph
69
100.0% cov · 131 findings
Critical
1
click to filter
Agents
6
0 votes
Crowd
0
reported
Score breakdown â 2026-05-18-v5
Component Sub-score Weight Contribution
structure_score 85.0 0.15 12.75
security_score 19.2 0.25 4.80
testing_score 55.0 0.20 11.00
documentation_score 57.0 0.15 8.55
practices_score 42.0 0.15 6.30
code_quality 40.6 0.10 4.06
Overall 1.00 47.5
Severity distribution — click a segment to filter
Active filters: excluding tests × Reset all
Severity: Critical 1 High 92 Medium 70 Low 116 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 200 System graph 131 Crowd 0 Layer: Quality 56 Security 33 Software 171 Cicd 9 Frontend 18 Hardware 3 Api 41

All 1348 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.

LabelLayerStatusPath
name software healthy v2/backtesting/strategy.py:68
generate_signals software healthy v2/backtesting/strategy.py:71
__init__ software healthy v2/backtesting/strategy.py:58
__init__ software healthy v2/backtesting/test_backtest.py:22
get_earnings_history software healthy v2/backtesting/test_backtest.py:26
get_prices software healthy v2/backtesting/test_backtest.py:249
_make_prices software healthy v2/backtesting/test_backtest.py:33
test_required_fields software healthy v2/backtesting/test_backtest.py:58
test_metadata software healthy v2/backtesting/test_backtest.py:66
test_beat_produces_long software healthy v2/backtesting/test_backtest.py:80
test_miss_produces_short software healthy v2/backtesting/test_backtest.py:93
test_meet_is_skipped software healthy v2/backtesting/test_backtest.py:105
test_no_quarterly_skipped software healthy v2/backtesting/test_backtest.py:115
test_name software healthy v2/backtesting/test_backtest.py:124
test_long_trade_pnl software healthy v2/backtesting/test_backtest.py:133
test_short_trade_pnl software healthy v2/backtesting/test_backtest.py:152
test_position_sizing software healthy v2/backtesting/test_backtest.py:168
test_equity_curve software healthy v2/backtesting/test_backtest.py:182
test_empty_signals software healthy v2/backtesting/test_backtest.py:197
test_no_prices_skips_signal software healthy v2/backtesting/test_backtest.py:204
test_metadata_passes_through software healthy v2/backtesting/test_backtest.py:214
test_win_rate software healthy v2/backtesting/test_backtest.py:235
test_max_drawdown software healthy v2/backtesting/test_backtest.py:258
fd software healthy v2/backtesting/test_backtest.py:284
test_pead_live software healthy v2/backtesting/test_backtest.py:291
__init__ software healthy v2/backtesting/engine.py:47
run software healthy v2/backtesting/engine.py:56
run_signals software healthy v2/backtesting/engine.py:72
_fill_signal software healthy v2/backtesting/engine.py:110
_build_equity_curve software healthy v2/backtesting/engine.py:179
_compute_metrics software healthy v2/backtesting/engine.py:192
_parse_date software healthy v2/backtesting/engine.py:250
_find_next_trading_day software healthy v2/backtesting/engine.py:254
clear software healthy v2/backtesting/__main__.py:52
color_pnl software healthy v2/backtesting/__main__.py:56
color_pct software healthy v2/backtesting/__main__.py:61
color_direction software healthy v2/backtesting/__main__.py:66
color_eps software healthy v2/backtesting/__main__.py:70
print_header software healthy v2/backtesting/__main__.py:78
print_table_header software healthy v2/backtesting/__main__.py:102
print_trade_row software healthy v2/backtesting/__main__.py:111
main software healthy v2/backtesting/__main__.py:120
name software healthy v2/signals/base.py:22
compute software healthy v2/signals/base.py:27
_safe_float software healthy v2/signals/base.py:42
_percentile_rank software healthy v2/signals/base.py:53
_normalize_to_signal software healthy v2/signals/base.py:61
_sigmoid software healthy v2/signals/base.py:66
_compute_rsi software healthy v2/signals/base.py:71
plot_car_by_source software healthy v2/event_study/plot.py:23

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

LabelLayerStatusPath
README.md software healthy README.md
.env.example software healthy .env.example
pyproject.toml software healthy pyproject.toml
__init__.py software healthy v2/__init__.py
conftest.py software warning v2/conftest.py
README.md software healthy v2/README.md
models.py software healthy v2/models.py
__init__.py software healthy v2/backtesting/__init__.py
strategy.py software healthy v2/backtesting/strategy.py
test_backtest.py software healthy v2/backtesting/test_backtest.py
engine.py software healthy v2/backtesting/engine.py
models.py software healthy v2/backtesting/models.py
__main__.py software healthy v2/backtesting/__main__.py
__init__.py software healthy v2/signals/__init__.py
base.py software healthy v2/signals/base.py
__init__.py software healthy v2/risk/__init__.py
manager.py software warning v2/risk/manager.py
__init__.py software healthy v2/event_study/__init__.py
plot.py software healthy v2/event_study/plot.py
engine.py software healthy v2/event_study/engine.py
test_event_study.py software healthy v2/event_study/test_event_study.py
models.py software healthy v2/event_study/models.py
__main__.py software healthy v2/event_study/__main__.py
stats.py software healthy v2/event_study/stats.py
__init__.py software healthy v2/validation/__init__.py
__init__.py software healthy v2/portfolio/__init__.py
optimizer.py software warning v2/portfolio/optimizer.py
__init__.py software healthy v2/pipeline/__init__.py
execution.py software warning v2/pipeline/execution.py
__init__.py software healthy v2/features/__init__.py
README.md software healthy docker/README.md
run.sh software healthy docker/run.sh
Dockerfile software healthy docker/Dockerfile
docker-compose.yml software healthy docker/docker-compose.yml
__init__.py software healthy tests/__init__.py
test_cli_ticker_alias.py software healthy tests/test_cli_ticker_alias.py
test_cache.py software healthy tests/test_cache.py
test_api_rate_limiting.py software healthy tests/test_api_rate_limiting.py
conftest.py software healthy tests/backtesting/conftest.py
test_valuation.py software healthy tests/backtesting/test_valuation.py
test_results.py software healthy tests/backtesting/test_results.py
test_controller.py software healthy tests/backtesting/test_controller.py
test_metrics.py software healthy tests/backtesting/test_metrics.py
test_execution.py software healthy tests/backtesting/test_execution.py
test_portfolio.py software healthy tests/backtesting/test_portfolio.py
conftest.py software healthy tests/backtesting/integration/conftest.py
test_integration_long_only.py software healthy tests/backtesting/integration/test_integration_long_only.py
mocks.py software healthy tests/backtesting/integration/mocks.py
test_integration_short_only.py software healthy tests/backtesting/integration/test_integration_short_only.py
test_integration_long_short.py software healthy tests/backtesting/integration/test_integration_long_short.py

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

LabelLayerStatusPath
SignalResult software healthy v2/models.py:14
QuantSignals software healthy v2/models.py:25
PortfolioTarget software healthy v2/models.py:38
TradeOrder software healthy v2/models.py:52
ExecutionResult software healthy v2/models.py:63
Strategy software healthy v2/backtesting/strategy.py:22
PEADStrategy software healthy v2/backtesting/strategy.py:50
MockFDClient software healthy v2/backtesting/test_backtest.py:19
TestTradeSignal software healthy v2/backtesting/test_backtest.py:57
TestPEADStrategy software healthy v2/backtesting/test_backtest.py:79
TestBacktestEngine software healthy v2/backtesting/test_backtest.py:132
TestMetrics software healthy v2/backtesting/test_backtest.py:234
MultiTickerMock software healthy v2/backtesting/test_backtest.py:248
BacktestEngine software healthy v2/backtesting/engine.py:36
TradeSignal software healthy v2/backtesting/models.py:10
Trade software healthy v2/backtesting/models.py:24
PerformanceMetrics software healthy v2/backtesting/models.py:40
BacktestResult software healthy v2/backtesting/models.py:55
BaseSignal software healthy v2/signals/base.py:13
TestFitMarketModel software healthy v2/event_study/test_event_study.py:25
TestComputeAbnormalReturns software healthy v2/event_study/test_event_study.py:52
TestSumCar software healthy v2/event_study/test_event_study.py:62
TestTtestCars software healthy v2/event_study/test_event_study.py:73
TestBootstrapCI software healthy v2/event_study/test_event_study.py:86
TestRetrospectiveFilter software healthy v2/event_study/test_event_study.py:107
TestPlots software healthy v2/event_study/test_event_study.py:130
MarketModelFit software healthy v2/event_study/models.py:17
EventCAR software healthy v2/event_study/models.py:31
BootstrapCI software healthy v2/event_study/models.py:51
WindowStats software healthy v2/event_study/models.py:64
AggregateResult software healthy v2/event_study/models.py:80
EventStudyResult software healthy v2/event_study/models.py:93
TestCacheInit software healthy tests/test_cache.py:6
TestGetCache software healthy tests/test_cache.py:18
TestMergeData software healthy tests/test_cache.py:29
TestPricesCache software healthy tests/test_cache.py:61
TestFinancialMetricsCache software healthy tests/test_cache.py:91
TestLineItemsCache software healthy tests/test_cache.py:108
TestInsiderTradesCache software healthy tests/test_cache.py:125
TestCompanyNewsCache software healthy tests/test_cache.py:143
TestRateLimiting software healthy tests/test_api_rate_limiting.py:7
MockConfigurableAgent software healthy tests/backtesting/integration/mocks.py:4
FlowConnectionManager software healthy app/frontend/src/hooks/use-flow-connection.ts:FlowConnectio…
FlowStateManager software healthy app/frontend/src/hooks/use-node-state.ts:FlowStateManager
based software healthy app/frontend/src/nodes/utils.ts:based
TabService software healthy app/frontend/src/services/tab-service.ts:TabService
SidebarStorageService software healthy app/frontend/src/services/sidebar-storage.ts:SidebarStorage…
ApiKeysService software healthy app/frontend/src/services/api-keys-api.ts:ApiKeysService
FlowRunStatus software healthy app/backend/models/schemas.py:9
AgentModelConfig software healthy app/backend/models/schemas.py:16

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

LabelLayerStatusPath
v2 software healthy v2
backtesting software healthy v2/backtesting
signals software healthy v2/signals
risk software healthy v2/risk
event_study software healthy v2/event_study
validation software healthy v2/validation
portfolio software healthy v2/portfolio
pipeline software healthy v2/pipeline
features software healthy v2/features
docker software healthy docker
tests software healthy tests
backtesting software healthy tests/backtesting
integration software healthy tests/backtesting/integration
fixtures software healthy tests/fixtures
api software healthy tests/fixtures/api
prices software healthy tests/fixtures/api/prices
insider_trades software healthy tests/fixtures/api/insider_trades
financial_metrics software healthy tests/fixtures/api/financial_metrics
news software healthy tests/fixtures/api/news
scripts software healthy scripts
app software healthy app
frontend software healthy app/frontend
.github software healthy app/frontend/.github
src software healthy app/frontend/src
types software healthy app/frontend/src/types
edges software healthy app/frontend/src/edges
utils software healthy app/frontend/src/utils
components software healthy app/frontend/src/components
settings software healthy app/frontend/src/components/settings
models software healthy app/frontend/src/components/settings/models
layout software healthy app/frontend/src/components/layout
ui software healthy app/frontend/src/components/ui
panels software healthy app/frontend/src/components/panels
left software healthy app/frontend/src/components/panels/left
right software healthy app/frontend/src/components/panels/right
bottom software healthy app/frontend/src/components/panels/bottom
tabs software healthy app/frontend/src/components/panels/bottom/tabs
tabs software healthy app/frontend/src/components/tabs
contexts software healthy app/frontend/src/contexts
providers software healthy app/frontend/src/providers
lib software healthy app/frontend/src/lib
hooks software healthy app/frontend/src/hooks
nodes software healthy app/frontend/src/nodes
components software healthy app/frontend/src/nodes/components
services software healthy app/frontend/src/services
backend software healthy app/backend
models software healthy app/backend/models
database software healthy app/backend/database
routes software healthy app/backend/routes
services software healthy app/backend/services

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

LabelLayerStatusPath
GET / api healthy app/backend/routes/health.py
GET /ping api healthy app/backend/routes/health.py
POST / api healthy app/backend/routes/api_keys.py
GET /{provider} api healthy app/backend/routes/api_keys.py
PUT /{provider} api healthy app/backend/routes/api_keys.py
DELETE /{provider} api healthy app/backend/routes/api_keys.py
PATCH /{provider}/deactivate api healthy app/backend/routes/api_keys.py
POST /bulk api healthy app/backend/routes/api_keys.py
PATCH /{provider}/last-used api healthy app/backend/routes/api_keys.py
GET /active api healthy app/backend/routes/flow_runs.py
GET /latest api healthy app/backend/routes/flow_runs.py
GET /{run_id} api healthy app/backend/routes/flow_runs.py
PUT /{run_id} api healthy app/backend/routes/flow_runs.py
DELETE /{run_id} api healthy app/backend/routes/flow_runs.py
DELETE / api healthy app/backend/routes/flow_runs.py
GET /count api healthy app/backend/routes/flow_runs.py
GET /{flow_id} api healthy app/backend/routes/flows.py
PUT /{flow_id} api healthy app/backend/routes/flows.py
DELETE /{flow_id} api healthy app/backend/routes/flows.py
POST /{flow_id}/duplicate api healthy app/backend/routes/flows.py
GET /search/{name} api healthy app/backend/routes/flows.py
GET /status api healthy app/backend/routes/ollama.py
POST /start api healthy app/backend/routes/ollama.py
POST /stop api healthy app/backend/routes/ollama.py
POST /models/download api healthy app/backend/routes/ollama.py
POST /models/download/progress api healthy app/backend/routes/ollama.py
GET /models/download/progress/{model_name} api healthy app/backend/routes/ollama.py
GET /models/downloads/active api healthy app/backend/routes/ollama.py
DELETE /models/{model_name} api healthy app/backend/routes/ollama.py
GET /models/recommended api healthy app/backend/routes/ollama.py
DELETE /models/download/{model_name} api healthy app/backend/routes/ollama.py

LabelLayerStatusPath
HedgeFundFlow data healthy app/backend/database/models.py
HedgeFundFlowRun data healthy app/backend/database/models.py
HedgeFundFlowRunCycle data healthy app/backend/database/models.py
ApiKey data healthy app/backend/database/models.py
hedge_fund_flows data healthy app/backend/database/models.py
hedge_fund_flow_runs data healthy app/backend/database/models.py
hedge_fund_flow_run_cycles data healthy app/backend/database/models.py
api_keys data healthy app/backend/database/models.py

LabelLayerStatusPath
image::docker/Dockerfile hardware healthy docker/Dockerfile
ollama hardware healthy docker/docker-compose.yml
hedge-fund hardware healthy docker/docker-compose.yml
hedge-fund-reasoning hardware healthy docker/docker-compose.yml
hedge-fund-ollama hardware healthy docker/docker-compose.yml
backtester hardware healthy docker/docker-compose.yml
backtester-ollama hardware healthy docker/docker-compose.yml

LabelLayerStatusPath
App frontend healthy app/frontend/src/App.tsx
FlowItem frontend healthy app/frontend/src/components/panels/left/flow-item.tsx
ComponentItem frontend healthy app/frontend/src/components/panels/right/component-item.tsx

LabelLayerStatusPath
mongodb data healthy tests/fixtures/api/news/MSFT_2024-03-01_2024-03-08.json
sqlite data healthy app/backend/database/connection.py

LabelLayerStatusPath
repobility-clone-nf7k9wvr software healthy /tmp/repobility-clone-nf7k9wvr

LabelLayerStatusPath
port:11434 network healthy docker/docker-compose.yml

LabelLayerStatusPath
127.0.0.1 network healthy app/run.sh

LabelLayerStatusPath
vps::azure hardware healthy .env.example

LabelLayerStatusPath
gpu (detected) hardware healthy docker/run.sh
For AI agents: Voting guide (TP/FP) MCP manifest Stdio wrapper SARIF Integrate Findings queue Vote TP/FP on findings to calibrate the engine.
For AI agents + API integrations
Email me when this repo regresses
Free. We re-scan periodically; new criticals → your inbox. No signup required for the scan itself.
API access

This page is publicly accessible at: https://repobility.com/scan/969af918-800c-4c7e-85b0-b124b88cdd8c/

To check status programmatically (no auth required): 

curl -s https://repobility.com/api/v1/public/scan/969af918-800c-4c7e-85b0-b124b88cdd8c/

Important — please don't re-submit the same URL repeatedly. The submission endpoint is idempotent: re-submitting the same git URL returns this same scan_token, not a new one. To re-scan this repo, sign up free and use the dashboard.