FinceptTerminal

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199 of your 451 findings came from Repobility's proprietary detections. ✓ Repobility tags below mark them.

Scan timing: clone 10.69s · analysis 48.43s · 54.1 MB · GitHub API rate-limit (preflight)

https://github.com/Fincept-Corporation/FinceptTerminal.git · scanned 2026-06-05 04:15 UTC (4 hours, 55 minutes ago) · 10 languages

2394 findings (259 legacy + 2135 scanner) 11/13 scanners ran 40th percentile · Python · huge (>500K LoC)

File as issue Image v2 schema

UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 4 hours, 54 minutes ago · v11 · 432 findings from 2 sources. Findings combine the legacy security pipeline AND the multi-layer engine (atlas, wiring, flows, ranked) AND verified AI agent contributions.

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100.0% cov · 173 gaps

Score breakdown â 2026-05-18-v5

Component	Sub-score	Weight	Contribution
`structure_score`	40.0	0.15	6.00
`security_score`	100.0	0.25	25.00
`testing_score`	17.0	0.20	3.40
`documentation_score`	89.0	0.15	13.35
`practices_score`	81.0	0.15	12.15
`code_quality`	45.0	0.10	4.50
Overall		1.00	64.4

security_score may be inflated — optional security scanners were skipped on this fast scan

Severity distribution — click a segment to filter

Active filters: excluding tests × Reset all

Severity: Critical 2 High 189 Medium 44 Low 135 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Legacy 259 9-layer 173 Crowd 0 Layer: Software 38 Security 24 Quality 320 Cicd 43 Api 1 Network 1 Hardware 4 Frontend 1

Exclude dismissed / FP Exclude test files

Bug-class explainers. Each card groups findings of the same shape — these are the patterns most likely to ship to prod and reappear in future scans unless you systematically fix the cause, not just the instance.

Fragile runtime 215 findings

What it is: Code that runs but breaks under predictable input — division by zero, missing keys, unbounded loops, off-by-one slicing.

Why it matters: Reaches production undetected because happy-path tests pass. First user with a weird input crashes the request.

How AI causes it: AI loves writing the happy path; doesn't probe edge cases unless explicitly asked.

Fix approach: Add property-based tests. Wrap external inputs with explicit validators. Use the framework's typed deserializer (Pydantic, attrs).

12 matching findings on this repo

medium [MINED109] Mutable default argument in `find_optimal_lookback` (list): `def fin… fincept-qt/scripts/agents/hedgeFundAgents/renaiss…:99
medium [MINED109] Mutable default argument in `get_market_sentiment` (list): `def get_… fincept-qt/scripts/agno_trading/tools/news_sentim…:58
medium [MINED109] Mutable default argument in `monte_carlo_simulation` (list): `def mo… fincept-qt/scripts/Analytics/python_skfolio_lib/s…:894
medium [MINED109] Mutable default argument in `calculate_risk_metrics` (list): `def ca… fincept-qt/scripts/Analytics/python_skfolio_lib/s…:243
medium [MINED109] Mutable default argument in `monte_carlo_intervals` (list): `def mon… fincept-qt/scripts/Analytics/functime_wrapper/con…:388
medium [MINED109] Mutable default argument in `conformal_prediction_intervals` (list):… fincept-qt/scripts/Analytics/functime_wrapper/con…:314
medium [MINED109] Mutable default argument in `quantile_prediction_intervals` (list): … fincept-qt/scripts/Analytics/functime_wrapper/con…:225
medium [MINED109] Mutable default argument in `residual_prediction_intervals` (list): … fincept-qt/scripts/Analytics/functime_wrapper/con…:128
medium [MINED109] Mutable default argument in `bootstrap_prediction_intervals` (list):… fincept-qt/scripts/Analytics/functime_wrapper/con…:35
medium [MINED109] Mutable default argument in `create_rolling_features` (list): `def c… fincept-qt/scripts/Analytics/functime_wrapper/pre…:281
medium [MINED109] Mutable default argument in `ensemble_stacking` (list): `def ensembl… fincept-qt/scripts/Analytics/functime_wrapper/ens…:250
medium [MINED109] Mutable default argument in `calculate_sampling_error_analysis` (lis… fincept-qt/scripts/Analytics/quant/quant_modules_…:1108

View all fragile runtime findings →

Legacy markers 18 findings

What it is: TODO, FIXME, XXX, HACK comments. Often indicate a known-broken path the author meant to fix.

Why it matters: Each marker is an unfinished thought. Production code shouldn't ship with debt that's documented but not tracked.

How AI causes it: AI mirrors the style of the codebase, so existing TODOs propagate into new code.

Fix approach: Convert each into a ticket. Delete the comment when the ticket lands. Use a pre-commit hook to block new TODOs without an issue link.

12 matching findings on this repo

low Very large file: fincept-qt/scripts/Analytics/functime_wrapper/functime_service…
low Legacy-named symbol `df_copy` in fincept-qt/scripts/akshare_alternative.py:55
low Legacy-named symbol `df_copy` in fincept-qt/scripts/akshare_funds_expanded.py:51
low Legacy-named symbol `df_copy` in fincept-qt/scripts/akshare_bonds.py:52
low Legacy-named symbol `df_copy` in fincept-qt/scripts/akshare_economics_china.py:…
low Legacy-named symbol `rest_v1` in fincept-qt/scripts/wikipedia_pageviews_data.py…
low Legacy-named symbol `df_copy` in fincept-qt/scripts/akshare_derivatives.py:51
low Legacy-named symbol `url_v2` in fincept-qt/scripts/oecd_data.py:372
low Legacy-named symbol `df_copy` in fincept-qt/scripts/akshare_data.py:118
low Legacy-named symbol `df_copy` in fincept-qt/scripts/akshare_analysis.py:163
low Legacy-named symbol `age_dependency_old` in fincept-qt/scripts/un_stats_data.py…
low Legacy-named symbol `new_shares_per_old` in fincept-qt/scripts/Analytics/equity…

View all legacy markers findings →

Commented-out code 29 findings

What it is: Lines of source that were intentionally disabled but never deleted.

Why it matters: Git already remembers history — commented code rots, becomes wrong, and adds noise to diffs.

How AI causes it: AI sometimes comments out broken code instead of fixing it. Reviewers approve out of inertia.

Fix approach: Delete. Trust `git log`. If you really need to remember, save it in a notes file under `docs/`.

12 matching findings on this repo

info Commented-code block (5 lines) in fincept-qt/scripts/databento_provider.py:1659
info Commented-code block (6 lines) in fincept-qt/scripts/Analytics/economics/__init…
info Commented-code block (7 lines) in fincept-qt/scripts/Analytics/backtesting/back…
info Commented-code block (9 lines) in fincept-qt/scripts/Analytics/backtesting/zipl…
info Commented-code block (19 lines) in fincept-qt/scripts/Analytics/backtesting/vec…
info Commented-code block (5 lines) in fincept-qt/scripts/Analytics/options/oi_track…
info Commented-code block (6 lines) in fincept-qt/scripts/Analytics/pypme_wrapper/__…
info Commented-code block (6 lines) in fincept-qt/scripts/Analytics/statsmodels_wrap…
info Commented-code block (6 lines) in fincept-qt/scripts/Analytics/functime_wrapper…
info Commented-code block (6 lines) in fincept-qt/scripts/Analytics/gs_quant_wrapper…
info Commented-code block (5 lines) in fincept-qt/scripts/Analytics/gs_quant_wrapper…
info Commented-code block (6 lines) in fincept-qt/scripts/Analytics/ffn_wrapper/__in…

View all commented-out code findings →

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