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Issue title

`self.at` used but never assigned in __init__

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Top 5 (default)
Severity Rule Title File:line
CRIT MINED030 [MINED030] Python Pickle Loads: pickle.loads() can execute arbitrary code via __reduce__. 3-Web-App/1-Web-App/solution/web-app/ap…:7
CRIT SEC081 [SEC081] Python: pickle.loads / marshal.loads on untrusted data: pickle.load(s) and marsh… 3-Web-App/1-Web-App/solution/web-app/ap…:7
HIGH MINED108 [MINED108] `self.image` used but never assigned in __init__: Method `saveimage` of class … 8-Reinforcement/1-QLearning/solution/rl…:172
HIGH MINED108 [MINED108] `self.image` used but never assigned in __init__: Method `plot` of class `Boar… 8-Reinforcement/1-QLearning/solution/rl…:169
HIGH MINED108 [MINED108] `self.at` used but never assigned in __init__: Method `random_start` of class … 8-Reinforcement/1-QLearning/solution/rl…:124
HIGH MINED108 [MINED108] `self.random_pos` used but never assigned in __init__: Method `random_start` o… 8-Reinforcement/1-QLearning/solution/rl…:123
HIGH MINED108 [MINED108] `self.is_valid` used but never assigned in __init__: Method `move` of class `B… 8-Reinforcement/1-QLearning/solution/rl…:113
HIGH MINED108 [MINED108] `self.move_pos` used but never assigned in __init__: Method `move` of class `B… 8-Reinforcement/1-QLearning/solution/rl…:112
HIGH MINED108 [MINED108] `self.at` used but never assigned in __init__: Method `walk` of class `Board` … 8-Reinforcement/1-QLearning/rlboard.py:192
HIGH MINED108 [MINED108] `self.move` used but never assigned in __init__: Method `walk` of class `Board… 8-Reinforcement/1-QLearning/rlboard.py:193
HIGH MINED108 [MINED108] `self.is_valid` used but never assigned in __init__: Method `walk` of class `B… 8-Reinforcement/1-QLearning/rlboard.py:192
HIGH MINED108 [MINED108] `self.move_pos` used but never assigned in __init__: Method `walk` of class `B… 8-Reinforcement/1-QLearning/rlboard.py:191
HIGH MINED108 [MINED108] `self.at` used but never assigned in __init__: Method `walk` of class `Board` … 8-Reinforcement/1-QLearning/rlboard.py:187
HIGH MINED108 [MINED108] `self.at` used but never assigned in __init__: Method `walk` of class `Board` … 8-Reinforcement/1-QLearning/rlboard.py:185
HIGH MINED108 [MINED108] `self.saveimage` used but never assigned in __init__: Method `walk` of class `… 8-Reinforcement/1-QLearning/rlboard.py:183
HIGH MINED108 [MINED108] `self.random_start` used but never assigned in __init__: Method `walk` of clas… 8-Reinforcement/1-QLearning/rlboard.py:179
HIGH MINED108 [MINED108] `self.image` used but never assigned in __init__: Method `saveimage` of class … 8-Reinforcement/1-QLearning/rlboard.py:172
HIGH MINED108 [MINED108] `self.image` used but never assigned in __init__: Method `plot` of class `Boar… 8-Reinforcement/1-QLearning/rlboard.py:169
HIGH MINED108 [MINED108] `self.at` used but never assigned in __init__: Method `random_start` of class … 8-Reinforcement/1-QLearning/rlboard.py:124
HIGH MINED108 [MINED108] `self.random_pos` used but never assigned in __init__: Method `random_start` o… 8-Reinforcement/1-QLearning/rlboard.py:123
HIGH MINED108 [MINED108] `self.is_valid` used but never assigned in __init__: Method `move` of class `B… 8-Reinforcement/1-QLearning/rlboard.py:113
HIGH MINED108 [MINED108] `self.move_pos` used but never assigned in __init__: Method `move` of class `B… 8-Reinforcement/1-QLearning/rlboard.py:112
HIGH MINED108 [MINED108] `self._df2tensors` used but never assigned in __init__: Method `subset_data` o… 7-TimeSeries/2-ARIMA/working/common/uti…:145
HIGH MINED108 [MINED108] `self._df2tensors` used but never assigned in __init__: Method `subset_data` o… 7-TimeSeries/2-ARIMA/solution/common/ut…:145
HIGH MINED108 [MINED108] `self._df2tensors` used but never assigned in __init__: Method `subset_data` o… 7-TimeSeries/1-Introduction/working/com…:145
HIGH MINED108 [MINED108] `self._df2tensors` used but never assigned in __init__: Method `subset_data` o… 7-TimeSeries/1-Introduction/solution/co…:145
HIGH MINED108 [MINED108] `self._df2tensors` used but never assigned in __init__: Method `subset_data` o… 7-TimeSeries/common/utils.py:147
HIGH SEC135 [SEC135] Auth/permission check missing on AI-generated endpoint: Mutating HTTP endpoint g… 3-Web-App/1-Web-App/solution/web-app/ap…:15
HIGH MINED115 [MINED115] Action `OSDKDev/lock-issues` pinned to mutable ref `@v1.1`: `uses: OSDKDev/loc… .github/workflows/lock.yml:11
HIGH MINED115 [MINED115] Action `actions/stale` pinned to mutable ref `@v10`: `uses: actions/stale@v10`… .github/workflows/stale.yml:21
HIGH MINED115 [MINED115] Action `slsa-framework/slsa-github-generator/.github/workflows/generator_gener… .github/workflows/generator-generic-oss…:63
HIGH MINED115 [MINED115] Action `actions/checkout` pinned to mutable ref `@v6`: `uses: actions/checkout… .github/workflows/generator-generic-oss…:26
HIGH CORE_NO_TESTS No test files found
MED CFG006 [CFG006] Missing .gitignore: No .gitignore file. Risk of committing secrets and build art…
MED SEC031 [SEC031] Catastrophic Backtracking Regex (ReDoS): Regex contains nested quantifiers like … quiz-app/src/router/index.js:23
MED SEC012 [SEC012] ZipSlip — Archive Path Traversal: Archive extraction without path validation all… 7-TimeSeries/1-Introduction/solution/co…:17
MED SEC123 [SEC123] Production stack trace / debug output exposed: Debug mode left on in production … 3-Web-App/1-Web-App/solution/web-app/ap…:32
MED SEC007 [SEC007] Unsafe Deserialization: Unsafe deserialization can execute arbitrary code. 3-Web-App/1-Web-App/solution/web-app/ap…:7
MED COMP001 [COMP001] High cognitive complexity: Function `_shift_data` has cognitive complexity 23 (… 7-TimeSeries/1-Introduction/working/com…:70
MED COMP001 [COMP001] High cognitive complexity: Function `_shift_data` has cognitive complexity 23 (… 7-TimeSeries/1-Introduction/solution/co…:70
MED COMP001 [COMP001] High cognitive complexity: Function `main` has cognitive complexity 21 (SonarSo… 6-NLP/2-Tasks/solution/bot.py:6
LOW AIC003 Duplicated implementation block across source files 8-Reinforcement/1-QLearning/solution/rl…:1
LOW AIC003 Duplicated implementation block across source files 7-TimeSeries/common/utils.py:1
LOW AIC003 Duplicated implementation block across source files 7-TimeSeries/2-ARIMA/working/common/uti…:1
LOW AIC003 Duplicated implementation block across source files 7-TimeSeries/2-ARIMA/working/common/ext…:1
LOW AIC003 Duplicated implementation block across source files 7-TimeSeries/2-ARIMA/solution/common/ut…:1
LOW AIC003 Duplicated implementation block across source files 7-TimeSeries/2-ARIMA/solution/common/ex…:1
LOW AIC003 Duplicated implementation block across source files 7-TimeSeries/1-Introduction/working/com…:1
LOW AIC003 Duplicated implementation block across source files 7-TimeSeries/1-Introduction/working/com…:1
INFO MINED064 [MINED064] Python Input Call: input() blocks for stdin. Inappropriate in services. 6-NLP/2-Tasks/solution/bot.py:14
INFO MINED064 [MINED064] Python Input Call: input() blocks for stdin. Inappropriate in services. 6-NLP/1-Introduction-to-NLP/solution/bo…:18
INFO MINED069 [MINED069] Debug True Prod: Django/Flask DEBUG=True or app.debug=True in non-test files. 3-Web-App/1-Web-App/solution/web-app/ap…:32
Reset to top 5 52 findings available (after auto-suppression of test files + won't-fix)

Issue body (markdown)

## Code-quality scan: `microsoft/ML-For-Beginners`

**Score: 73/100 (C+)**  ·  52 findings  ·  scanned 2026-06-05 07:18 UTC  ·  1,664 LOC

| Severity | Count |
|---|---|
| CRITICAL | 2 |
| HIGH | 31 |
| MEDIUM | 8 |
| LOW | 8 |

📊 [Full filterable report](https://repobility.com/scan/376b2a43-5726-48d6-a401-647c50cf2472/)  ·  ![scorecard](https://repobility.com/scan/376b2a43-5726-48d6-a401-647c50cf2472/report.png?v=1780643928-s2)

### Top findings

1. **CRITICAL** `MINED030` — Python Pickle Loads
   `3-Web-App/1-Web-App/solution/web-app/app.py:7` · CWE-502 · ✓ Repobility
2. **CRITICAL** `SEC081` — Python: pickle.loads / marshal.loads on untrusted data
   `3-Web-App/1-Web-App/solution/web-app/app.py:7` · A05:2021 Security Misconfiguration
3. **HIGH** `MINED108` — `self.image` used but never assigned in __init__
   `8-Reinforcement/1-QLearning/solution/rlboard.py:172` · ✓ Repobility
4. **HIGH** `MINED108` — `self.image` used but never assigned in __init__
   `8-Reinforcement/1-QLearning/solution/rlboard.py:169` · ✓ Repobility
5. **HIGH** `MINED108` — `self.at` used but never assigned in __init__
   `8-Reinforcement/1-QLearning/solution/rlboard.py:124` · ✓ Repobility

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**Security note**: this issue is public. If any flagged finding is a real, exploitable vulnerability, please redirect to your `SECURITY.md` policy or open a [private security advisory](https://docs.github.com/en/code-security/security-advisories/guidance-on-reporting-and-writing-information-about-vulnerabilities/privately-reporting-a-security-vulnerability) instead. We're happy to close this and re-submit privately.

---

_Filed automatically. Close this issue if not useful — we won't refile. Full report: https://repobility.com/scan/376b2a43-5726-48d6-a401-647c50cf2472/_
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