freqtrade/freqtrade

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https://github.com/freqtrade/freqtrade · scanned 2026-06-05 11:41 UTC (5 days, 11 hours ago) · 10 languages

603 raw signals (197 security + 406 graph) 11/13 scanners ran 90th percentile · Python · large (100-500K LoC) System graph score 63 (higher by 25)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 5 days, 11 hours ago · v2 · 274 actionable findings from 2 signal sources. 126 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 · 182 findings

Score breakdown â 2026-05-18-v5

Component	Sub-score	Weight	Contribution
`structure_score`	60.0	0.15	9.00
`security_score`	100.0	0.25	25.00
`testing_score`	100.0	0.20	20.00
`documentation_score`	98.0	0.15	14.70
`practices_score`	94.0	0.15	14.10
`code_quality`	52.0	0.10	5.20
Overall		1.00	88.0

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 0 High 60 Medium 10 Low 129 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 92 System graph 182 Crowd 0 Layer: Quality 120 Security 56 Cicd 10 Software 33 Hardware 4 Frontend 1 Api 50

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.

Duplicates & near-duplicates 3 findings

What it is: Same function copy-pasted into multiple modules with minor variations.

Why it matters: Each copy drifts independently — bug fixes apply to one, miss the others.

How AI causes it: AI completes the same pattern in each file rather than refactoring to a shared helper.

Fix approach: Extract the duplicated logic into the most general module both call sites already import. Add tests at the helper level.

3 matching findings on this repo

low Near-duplicate function bodies in 2 places repo-level
low Near-duplicate function bodies in 3 places repo-level
low Near-duplicate function bodies in 5 places

View all duplicates & near-duplicates findings →

Commented-out code 24 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 tests/freqtradebot/test_freqtradebot.py:1660
info Commented-code block (7 lines) in tests/exchange/test_binance.py:1086
info Commented-code block (13 lines) in tests/exchange/test_exchange.py:4555
info Commented-code block (6 lines) in tests/optimize/test_backtest_detail.py:502
info Commented-code block (8 lines) in tests/optimize/test_backtesting.py:630
info Commented-code block (14 lines) in tests/persistence/test_persistence.py:796
info Commented-code block (5 lines) in freqtrade/freqtradebot.py:117
info Commented-code block (5 lines) in freqtrade/strategy/informative_decorator.py:1…
info Commented-code block (5 lines) in freqtrade/freqai/freqai_interface.py:152
info Commented-code block (13 lines) in freqtrade/freqai/RL/BaseEnvironment.py:385
info Commented-code block (5 lines) in freqtrade/templates/FreqaiExampleStrategy.py:…
info Commented-code block (5 lines) in freqtrade/templates/sample_hyperopt_loss.py:15

View all commented-out code findings →

Config drift 16 findings

What it is: Settings duplicated across env files, Docker compose, K8s, and code defaults, all with slightly different values.

Why it matters: Production behaviour depends on whichever copy your loader reads first. Subtle bugs in staging that don't reproduce in dev.

How AI causes it: AI writes new config from memory rather than reading the existing source.

Fix approach: Pick one source of truth (env vars + a settings module). Have every other place import from there. Lint for duplicates in CI.

12 matching findings on this repo

high [MINED131] pre-commit hook `https://github.com/pre-commit/mirrors-mypy` pinned … .pre-commit-config.yaml:15
high [MINED106] Phantom test coverage: test_pairlist_resolving_with_config_pl_not_ex… tests/test_configuration.py:1215
high [MINED106] Phantom test coverage: test_load_config_stoploss_exchange_limit_rati… tests/test_configuration.py:1111
high [MINED106] Phantom test coverage: test_load_config_file_exception: Test functio… tests/test_configuration.py:290
high [MINED106] Phantom test coverage: test_load_config_file_error: Test function `t… tests/test_configuration.py:83
high [MINED106] Phantom test coverage: test_load_config_incorrect_stake_amount: Test… tests/test_configuration.py:63
high [MINED106] Phantom test coverage: test_load_config_missing_attributes: Test fun… tests/test_configuration.py:49
low File has no detected symbols: docs/javascripts/config.js
low File has no detected symbols: freqtrade/config_schema/config_schema.py
low Very large file: tests/test_configuration.py (1623 lines)
low Very large file: freqtrade/config_schema/config_schema.py (1508 lines)
low Old/deprecated-named symbol `section_old` in freqtrade/configuration/deprecated…

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