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Issue title

Mutable default argument in `create_podcast` (dict)

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Severity Rule Title File:line
HIGH MINED115 [MINED115] Action `anthropics/claude-code-action` pinned to mutable ref `@beta`: `uses: a… .github/workflows/claude.yml:33
HIGH MINED115 [MINED115] Action `actions/checkout` pinned to mutable ref `@v4`: `uses: actions/checkout… .github/workflows/claude.yml:28
HIGH MINED118 [MINED118] Dockerfile FROM `python:3.12-slim-bookworm` not pinned by digest: `FROM python… advanced_ai_agents/multi_agent_apps/age…:14
HIGH MINED118 [MINED118] Dockerfile FROM `python:3.12-slim-bookworm` not pinned by digest: `FROM python… advanced_ai_agents/multi_agent_apps/age…:1
MED MINED109 [MINED109] Mutable default argument in `create_podcast` (dict): `def create_podcast(... =… advanced_ai_agents/multi_agent_apps/ai_…:127
MED MINED109 [MINED109] Mutable default argument in `text_to_speech_elevenlabs` (dict): `def text_to_s… advanced_ai_agents/multi_agent_apps/ai_…:47
MED MINED109 [MINED109] Mutable default argument in `system_prompt` (list): `def system_prompt(... = [… advanced_ai_agents/single_agent_apps/wi…:15
MED MINED109 [MINED109] Mutable default argument in `__init__` (list): `def __init__(... = []/{}/set()… advanced_ai_agents/single_agent_apps/wi…:37
MED MINED111 [MINED111] Bare except continues silently: Bare `except:` (or `except Exception:`) that r… rag_tutorials/deepseek_local_rag_agent/…:522
MED MINED111 [MINED111] Bare except continues silently: Bare `except:` (or `except Exception:`) that r… rag_tutorials/deepseek_local_rag_agent/…:462
MED MINED111 [MINED111] Bare except continues silently: Bare `except:` (or `except Exception:`) that r… rag_tutorials/deepseek_local_rag_agent/…:386
MED MINED111 [MINED111] Bare except continues silently: Bare `except:` (or `except Exception:`) that r… rag_tutorials/deepseek_local_rag_agent/…:238
MED MINED111 [MINED111] Bare except continues silently: Bare `except:` (or `except Exception:`) that r… rag_tutorials/deepseek_local_rag_agent/…:255
MED MINED111 [MINED111] Bare except continues silently: Bare `except:` (or `except Exception:`) that r… rag_tutorials/deepseek_local_rag_agent/…:219
MED MINED111 [MINED111] Bare except continues silently: Bare `except:` (or `except Exception:`) that r… rag_tutorials/deepseek_local_rag_agent/…:188
MED MINED111 [MINED111] Bare except continues silently: Bare `except:` (or `except Exception:`) that r… rag_tutorials/deepseek_local_rag_agent/…:161
MED MINED111 [MINED111] Bare except continues silently: Bare `except:` (or `except Exception:`) that r… rag_tutorials/corrective_rag/corrective…:330
MED MINED111 [MINED111] Bare except continues silently: Bare `except:` (or `except Exception:`) that r… rag_tutorials/corrective_rag/corrective…:114
MED MINED111 [MINED111] Bare except continues silently: Bare `except:` (or `except Exception:`) that r… rag_tutorials/corrective_rag/corrective…:273
MED MINED111 [MINED111] Bare except continues silently: Bare `except:` (or `except Exception:`) that r… rag_tutorials/corrective_rag/corrective…:170
MED MINED111 [MINED111] Bare except continues silently: Bare `except:` (or `except Exception:`) that r… rag_tutorials/corrective_rag/corrective…:146
MED MINED111 [MINED111] Bare except continues silently: Bare `except:` (or `except Exception:`) that r… starter_ai_agents/ai_data_analysis_agen…:123
MED MINED111 [MINED111] Bare except continues silently: Bare `except:` (or `except Exception:`) that r… starter_ai_agents/ai_data_analysis_agen…:44
MED MINED111 [MINED111] Bare except continues silently: Bare `except:` (or `except Exception:`) that r… starter_ai_agents/openai_research_agent…:270
MED MINED111 [MINED111] Bare except continues silently: Bare `except:` (or `except Exception:`) that r… starter_ai_agents/openai_research_agent…:250
MED MINED111 [MINED111] Bare except continues silently: Bare `except:` (or `except Exception:`) that r… starter_ai_agents/ai_blog_to_podcast_ag…:85
MED MINED111 [MINED111] Bare except continues silently: Bare `except:` (or `except Exception:`) that r… starter_ai_agents/ai_medical_imaging_ag…:154
MED MINED111 [MINED111] Bare except continues silently: Bare `except:` (or `except Exception:`) that r… starter_ai_agents/ai_breakup_recovery_a…:79
MED MINED111 [MINED111] Bare except continues silently: Bare `except:` (or `except Exception:`) that r… starter_ai_agents/multimodal_ai_agent/m…:66
MED MINED111 [MINED111] Bare except continues silently: Bare `except:` (or `except Exception:`) that r… starter_ai_agents/multimodal_ai_agent/m…:73
MED MINED111 [MINED111] Bare except continues silently: Bare `except:` (or `except Exception:`) that r… starter_ai_agents/multimodal_ai_agent/m…:75
MED MINED111 [MINED111] Bare except continues silently: Bare `except:` (or `except Exception:`) that r… starter_ai_agents/ai_startup_trend_anal…:75
MED MINED111 [MINED111] Bare except continues silently: Bare `except:` (or `except Exception:`) that r… starter_ai_agents/ai_meme_generator_age…:125
MED ERR002 [ERR002] Empty Catch Block: Empty catch blocks hide errors. generative_ui_agents/ai-mcp-app-builder…:38
MED SEC125 [SEC125] AI placeholder credential left in source (your-api-key-here style): AI coding as… generative_ui_agents/ai-dashboard-canva…:22
MED SEC045 [SEC045] eval()/exec() on stored or user-supplied data: eval() and exec() on data — even … generative_ui_agents/ai-mcp-app-builder…:22
MED SEC045 [SEC045] eval()/exec() on stored or user-supplied data: eval() and exec() on data — even … generative_ui_agents/ai-mcp-app-builder…:152
MED SEC045 [SEC045] eval()/exec() on stored or user-supplied data: eval() and exec() on data — even … ai_agent_framework_crash_course/google_…:30
MED SEC042 [SEC042] SQL identifier injection via f-string in cursor execute: f-string SQL normalizes… advanced_ai_agents/multi_agent_apps/ai_…:144
MED SEC136 [SEC136] AI-typical over-broad exception handler swallowing all errors: Catch-all excepti… advanced_ai_agents/single_agent_apps/ea…:111
MED SEC136 [SEC136] AI-typical over-broad exception handler swallowing all errors: Catch-all excepti… advanced_ai_agents/multi_agent_apps/ai_…:48
MED SEC136 [SEC136] AI-typical over-broad exception handler swallowing all errors: Catch-all excepti… advanced_ai_agents/multi_agent_apps/ai_…:16
MED SEC015 [SEC015] Insecure Randomness for Security: Weak PRNG used in security-sensitive context. … advanced_ai_agents/single_agent_apps/ea…:103
MED SEC015 [SEC015] Insecure Randomness for Security: Weak PRNG used in security-sensitive context. … advanced_ai_agents/multi_agent_apps/ai_…:35
MED ERR001 [ERR001] Silent Exception Swallowing: Silently swallowing all exceptions hides bugs. Even… advanced_ai_agents/multi_agent_apps/ai_…:111
MED ERR001 [ERR001] Silent Exception Swallowing: Silently swallowing all exceptions hides bugs. Even… advanced_ai_agents/multi_agent_apps/ai_…:119
MED ERR001 [ERR001] Silent Exception Swallowing: Silently swallowing all exceptions hides bugs. Even… advanced_ai_agents/multi_agent_apps/age…:81
MED SEC134 [SEC134] AI scaffold leftover — Lorem ipsum / example.com / John Doe in code: Lorem ipsum… advanced_ai_agents/multi_agent_apps/age…:117
MED SEC034 [SEC034] Log Injection / Log Forging — unsanitized user input in log: User input is logge… advanced_ai_agents/multi_agent_apps/age…:38
MED SEC034 [SEC034] Log Injection / Log Forging — unsanitized user input in log: User input is logge… advanced_ai_agents/multi_agent_apps/age…:32
MED SEC034 [SEC034] Log Injection / Log Forging — unsanitized user input in log: User input is logge… advanced_ai_agents/multi_agent_apps/age…:48
MED DKR003 Compose service `ollama` image uses the latest tag rag_tutorials/knowledge_graph_rag_citat…:21
MED DKR003 Compose service `neo4j` image uses the latest tag rag_tutorials/knowledge_graph_rag_citat…:3
MED AUC001 [AUC001] No Repobility access matrix policy found: The repository uses web/API frameworks… —
MED MINED124 [MINED124] requirements.txt: `openai` has no version pin: Unpinned pip requirement means … starter_ai_agents/openai_research_agent…:2
MED MINED124 [MINED124] requirements.txt: `openai-agents` has no version pin: Unpinned pip requirement… starter_ai_agents/openai_research_agent…:1
MED MINED124 [MINED124] requirements.txt: `together` has no version pin: Unpinned pip requirement mean… starter_ai_agents/mixture_of_agents/req…:2
MED MINED124 [MINED124] requirements.txt: `streamlit` has no version pin: Unpinned pip requirement mea… starter_ai_agents/mixture_of_agents/req…:1
MED MINED124 [MINED124] requirements.txt: `requests` has no version pin: Unpinned pip requirement mean… starter_ai_agents/ai_blog_to_podcast_ag…:4
MED MINED124 [MINED124] requirements.txt: `uvicorn` has no version pin: Unpinned pip requirement means… starter_ai_agents/ai_reasoning_agent/re…:4
MED MINED124 [MINED124] requirements.txt: `fastapi` has no version pin: Unpinned pip requirement means… starter_ai_agents/ai_reasoning_agent/re…:3
MED MINED124 [MINED124] requirements.txt: `ollama` has no version pin: Unpinned pip requirement means … starter_ai_agents/ai_reasoning_agent/re…:2
MED MINED124 [MINED124] requirements.txt: `agno` has no version pin: Unpinned pip requirement means ev… starter_ai_agents/ai_reasoning_agent/re…:1
MED MINED124 [MINED124] requirements.txt: `yfinance` has no version pin: Unpinned pip requirement mean… starter_ai_agents/xai_finance_agent/req…:3
MED MINED124 [MINED124] requirements.txt: `duckduckgo-search` has no version pin: Unpinned pip require… starter_ai_agents/xai_finance_agent/req…:2
MED MINED124 [MINED124] requirements.txt: `matplotlib` has no version pin: Unpinned pip requirement me… starter_ai_agents/ai_data_visualisation…:7
MED MINED124 [MINED124] requirements.txt: `pandas` has no version pin: Unpinned pip requirement means … starter_ai_agents/ai_data_visualisation…:6
MED MINED124 [MINED124] requirements.txt: `streamlit` has no version pin: Unpinned pip requirement mea… starter_ai_agents/ai_data_visualisation…:5
MED MINED124 [MINED124] requirements.txt: `duckduckgo-search` has no version pin: Unpinned pip require… starter_ai_agents/ai_breakup_recovery_a…:5
MED MINED124 [MINED124] requirements.txt: `icalendar` has no version pin: Unpinned pip requirement mea… starter_ai_agents/ai_travel_agent/requi…:5
MED MINED124 [MINED124] requirements.txt: `google-search-results` has no version pin: Unpinned pip req… starter_ai_agents/ai_travel_agent/requi…:4
MED MINED124 [MINED124] requirements.txt: `openai` has no version pin: Unpinned pip requirement means … starter_ai_agents/ai_travel_agent/requi…:3
MED MINED124 [MINED124] requirements.txt: `streamlit` has no version pin: Unpinned pip requirement mea… starter_ai_agents/ai_travel_agent/requi…:1
MED MINED124 [MINED124] requirements.txt: `langchain-anthropic` has no version pin: Unpinned pip requi… starter_ai_agents/ai_meme_generator_age…:5
MED MINED124 [MINED124] requirements.txt: `langchain-openai` has no version pin: Unpinned pip requirem… starter_ai_agents/ai_meme_generator_age…:4
MED MINED124 [MINED124] requirements.txt: `streamlit` has no version pin: Unpinned pip requirement mea… starter_ai_agents/ai_meme_generator_age…:1
MED MINED124 [MINED124] requirements.txt: `playwright` has no version pin: Unpinned pip requirement me… starter_ai_agents/web_scraping_ai_agent…:3
MED MINED124 [MINED124] requirements.txt: `scrapegraphai` has no version pin: Unpinned pip requirement… starter_ai_agents/web_scraping_ai_agent…:2
MED MINED124 [MINED124] requirements.txt: `streamlit` has no version pin: Unpinned pip requirement mea… starter_ai_agents/web_scraping_ai_agent…:1
MED DKR007 Docker build context has no .dockerignore .dockerignore
MED DKR001 Docker final stage has no non-root USER rag_tutorials/knowledge_graph_rag_citat…:1
MED DKR001 Docker final stage has no non-root USER generative_ui_agents/mcp-apps-generativ…:1
MED DKR001 Docker final stage has no non-root USER generative_ui_agents/mcp-apps-generativ…:1
MED DKR001 Docker final stage has no non-root USER generative_ui_agents/generative-ui-star…:3
MED DKR001 Docker final stage has no non-root USER generative_ui_agents/generative-ui-star…:26
MED DKR001 Docker final stage has no non-root USER generative_ui_agents/ai-financial-coach…:1
MED DKR001 Docker final stage has no non-root USER generative_ui_agents/ai-financial-coach…:16
MED DKR001 Docker final stage has no non-root USER generative_ui_agents/ai-deep-research-a…:1
MED DKR001 Docker final stage has no non-root USER advanced_ai_agents/multi_agent_apps/age…:14
MED SEC017 [SEC017] Unbounded Input to LLM/External API: User input is passed to an LLM or external … advanced_llm_apps/llm_apps_with_memory_…:78
MED SEC017 [SEC017] Unbounded Input to LLM/External API: User input is passed to an LLM or external … advanced_llm_apps/llm_apps_with_memory_…:55
MED SEC017 [SEC017] Unbounded Input to LLM/External API: User input is passed to an LLM or external … advanced_ai_agents/single_agent_apps/ai…:52
MED JRN003 Frontend API reference is not matched by discovered backend routes advanced_ai_agents/multi_agent_apps/ai_…:79
MED JRN003 Frontend API reference is not matched by discovered backend routes advanced_ai_agents/multi_agent_apps/ai_…:78
MED JRN003 Frontend API reference is not matched by discovered backend routes advanced_ai_agents/multi_agent_apps/ai_…:75
MED JRN003 Frontend API reference is not matched by discovered backend routes advanced_ai_agents/multi_agent_apps/ai_…:74
MED JRN003 Frontend API reference is not matched by discovered backend routes advanced_ai_agents/multi_agent_apps/ai_…:73
MED JRN003 Frontend API reference is not matched by discovered backend routes advanced_ai_agents/multi_agent_apps/ai_…:72
MED JRN003 Frontend API reference is not matched by discovered backend routes advanced_ai_agents/multi_agent_apps/ai_…:34
MED JRN003 Frontend API reference is not matched by discovered backend routes advanced_ai_agents/multi_agent_apps/ai_…:29
MED JRN003 Frontend API reference is not matched by discovered backend routes advanced_ai_agents/multi_agent_apps/ai_…:20
MED JRN003 Frontend API reference is not matched by discovered backend routes advanced_ai_agents/multi_agent_apps/ai_…:26
MED JRN003 Frontend API reference is not matched by discovered backend routes advanced_ai_agents/multi_agent_apps/age…:127
MED JRN003 Frontend API reference is not matched by discovered backend routes advanced_ai_agents/multi_agent_apps/age…:108
MED JRN003 Frontend API reference is not matched by discovered backend routes advanced_ai_agents/multi_agent_apps/age…:300
MED JRN003 Frontend API reference is not matched by discovered backend routes advanced_ai_agents/multi_agent_apps/age…:362
MED JRN003 Frontend API reference is not matched by discovered backend routes advanced_ai_agents/multi_agent_apps/age…:226
MED AUC002 [AUC002] Low visible authorization coverage in route inventory: Only 0.0% of discovered r… —
MED AGT012 Agent control bridge may listen on a network interface without visible auth generative_ui_agents/ai-deep-research-a…:2
MED AGT012 Agent control bridge may listen on a network interface without visible auth advanced_ai_agents/multi_agent_apps/ai_…:1
MED AGT012 Agent control bridge may listen on a network interface without visible auth advanced_ai_agents/multi_agent_apps/ai_…:14
MED AUC009 [AUC009] Sensitive function route lacks elevated authorization evidence: A route appears … generative_ui_agents/ai-mcp-app-builder…:6
MED AUC009 [AUC009] Sensitive function route lacks elevated authorization evidence: A route appears … generative_ui_agents/ai-mcp-app-builder…:4
MED AUC009 [AUC009] Sensitive function route lacks elevated authorization evidence: A route appears … generative_ui_agents/ai-mcp-app-builder…:23
MED AUC009 [AUC009] Sensitive function route lacks elevated authorization evidence: A route appears … generative_ui_agents/ai-mcp-app-builder…:24
MED AUC009 [AUC009] Sensitive function route lacks elevated authorization evidence: A route appears … generative_ui_agents/ai-mcp-app-builder…:58
MED SEC005 [SEC005] Command Injection Risk: Unsafe shell execution or eval of user input. advanced_ai_agents/multi_agent_apps/ai_…:97
LOW SEC124 [SEC124] TOCTOU file access (os.access then open): Check-then-use file pattern (access/ex… advanced_ai_agents/multi_agent_apps/ai_…:75
LOW COMP001 [COMP001] High cognitive complexity: Function `get_model_for_provider` has cognitive comp… advanced_ai_agents/autonomous_game_play…:40
LOW COMP001 [COMP001] High cognitive complexity: Function `execute_move` has cognitive complexity 9 (… advanced_ai_agents/autonomous_game_play…:49
LOW AIC003 Duplicated implementation block across source files advanced_ai_agents/multi_agent_apps/ai_…:344
LOW AIC003 Duplicated implementation block across source files advanced_ai_agents/multi_agent_apps/ai_…:472
LOW AIC003 Duplicated implementation block across source files advanced_ai_agents/multi_agent_apps/ai_…:239
LOW AIC003 Duplicated implementation block across source files advanced_ai_agents/multi_agent_apps/ai_…:130
LOW AIC003 Duplicated implementation block across source files advanced_ai_agents/multi_agent_apps/ai_…:90
LOW AIC003 Duplicated implementation block across source files advanced_ai_agents/multi_agent_apps/ai_…:58
LOW AIC003 Duplicated implementation block across source files advanced_ai_agents/multi_agent_apps/ai_…:27
LOW AIC003 Duplicated implementation block across source files advanced_ai_agents/multi_agent_apps/ai_…:20
LOW AIC003 Duplicated implementation block across source files advanced_ai_agents/multi_agent_apps/ai_…:242
LOW AIC003 Duplicated implementation block across source files advanced_ai_agents/multi_agent_apps/ai_…:233
LOW AIC003 Duplicated implementation block across source files advanced_ai_agents/multi_agent_apps/ai_…:27
LOW AIC003 Duplicated implementation block across source files advanced_ai_agents/multi_agent_apps/ai_…:38
LOW AIC003 Duplicated implementation block across source files advanced_ai_agents/multi_agent_apps/ai_…:411
LOW AIC003 Duplicated implementation block across source files advanced_ai_agents/multi_agent_apps/ai_…:203
LOW AIC003 Duplicated implementation block across source files advanced_ai_agents/multi_agent_apps/ai_…:14
LOW AIC003 Duplicated implementation block across source files advanced_ai_agents/multi_agent_apps/ai_…:9
LOW AIC003 Duplicated implementation block across source files advanced_ai_agents/multi_agent_apps/ai_…:14
LOW AIC003 Duplicated implementation block across source files advanced_ai_agents/multi_agent_apps/ai_…:9
LOW AIC003 Duplicated implementation block across source files advanced_ai_agents/multi_agent_apps/ai_…:8
LOW AIC003 Duplicated implementation block across source files advanced_ai_agents/multi_agent_apps/ai_…:12
LOW AIC003 Duplicated implementation block across source files advanced_ai_agents/multi_agent_apps/ai_…:131
LOW AIC003 Duplicated implementation block across source files advanced_ai_agents/multi_agent_apps/ai_…:102
LOW AIC003 Duplicated implementation block across source files advanced_ai_agents/multi_agent_apps/ai_…:168
LOW AIC003 Duplicated implementation block across source files advanced_ai_agents/multi_agent_apps/ai_…:3
LOW AIC003 Duplicated implementation block across source files advanced_ai_agents/multi_agent_apps/ai_…:9
LOW AIC003 Duplicated implementation block across source files advanced_ai_agents/multi_agent_apps/age…:118
LOW AIC003 Duplicated implementation block across source files advanced_ai_agents/multi_agent_apps/age…:41
LOW AIC003 Duplicated implementation block across source files advanced_ai_agents/multi_agent_apps/age…:9
LOW AIC003 Duplicated implementation block across source files advanced_ai_agents/multi_agent_apps/age…:15
LOW AIC003 Duplicated implementation block across source files advanced_ai_agents/multi_agent_apps/age…:116
LOW AUC005 [AUC005] No authorization-focused tests detected: No test files with common authorization… —
LOW WEB005 robots.txt does not advertise a sitemap advanced_ai_agents/multi_agent_apps/ai_…
LOW DKR012 Dockerfile keeps pip download cache generative_ui_agents/generative-ui-star…:48
LOW DKR012 Dockerfile keeps pip download cache generative_ui_agents/ai-financial-coach…:36
LOW DKR012 Dockerfile keeps pip download cache advanced_ai_agents/multi_agent_apps/age…:11
LOW DKC010 Compose service lacks no-new-privileges hardening rag_tutorials/knowledge_graph_rag_citat…:37
LOW DKC010 Compose service lacks no-new-privileges hardening rag_tutorials/knowledge_graph_rag_citat…:21
LOW DKC010 Compose service lacks no-new-privileges hardening rag_tutorials/knowledge_graph_rag_citat…:3
LOW DKC006 Compose service does not declare a runtime user rag_tutorials/knowledge_graph_rag_citat…:37
LOW DKC006 Compose service does not declare a runtime user rag_tutorials/knowledge_graph_rag_citat…:21
LOW DKC006 Compose service does not declare a runtime user rag_tutorials/knowledge_graph_rag_citat…:3
INFO MINED077 [MINED077] Python Open No Context: fp = open(path) outside with-block leaks file handles. starter_ai_agents/ai_music_generator_ag…:77
INFO MINED063 [MINED063] Toctou Os Path Exists: if os.path.exists(p): open(p) — file can be replaced/de… rag_tutorials/agentic_rag_math_agent/ap…:68
INFO MINED098 [MINED098] Global Scope Pollution: Attaching libraries/objects directly to the global win… generative_ui_agents/mcp-apps-generativ…:68
INFO MINED054 [MINED054] Ts As Any: Casting to any (as any) bypasses type checking entirely. generative_ui_agents/ai-shadcn-componen…:25
INFO MINED054 [MINED054] Ts As Any: Casting to any (as any) bypasses type checking entirely. generative_ui_agents/ai-shadcn-componen…:37
INFO MINED045 [MINED045] Ts Non Null Assertion: x! asserts not null - bypasses null checks - TypeError … generative_ui_agents/ai-mcp-app-builder…:93
INFO MINED052 [MINED052] Ts Any Typed: : any used as type annotation. Defeats TypeScript type safety. awesome_agent_skills/self-improving-age…:12
INFO MINED052 [MINED052] Ts Any Typed: : any used as type annotation. Defeats TypeScript type safety. awesome_agent_skills/self-improving-age…:8
INFO MINED052 [MINED052] Ts Any Typed: : any used as type annotation. Defeats TypeScript type safety. awesome_agent_skills/self-improving-age…:22
INFO MINED058 [MINED058] React Dangerously Set Html: dangerouslySetInnerHTML bypasses Reacts JSX escapi… generative_ui_agents/ai-shadcn-componen…:75
INFO MINED058 [MINED058] React Dangerously Set Html: dangerouslySetInnerHTML bypasses Reacts JSX escapi… generative_ui_agents/ai-dashboard-canva…:83
INFO MINED058 [MINED058] React Dangerously Set Html: dangerouslySetInnerHTML bypasses Reacts JSX escapi… awesome_agent_skills/self-improving-age…:21
INFO MINED062 [MINED062] Python Dataclass No Fields: @dataclass over an empty class — unfinished model. ai_agent_framework_crash_course/openai_…:4
INFO MINED074 [MINED074] Ai Tell Fake Citation: Plausible-looking but non-existent URLs (e.g., docs.exa… ai_agent_framework_crash_course/google_…:114
INFO MINED064 [MINED064] Python Input Call: input() blocks for stdin. Inappropriate in services. ai_agent_framework_crash_course/openai_…:163
INFO MINED064 [MINED064] Python Input Call: input() blocks for stdin. Inappropriate in services. ai_agent_framework_crash_course/openai_…:221
INFO MINED064 [MINED064] Python Input Call: input() blocks for stdin. Inappropriate in services. advanced_ai_agents/single_agent_apps/wi…:11
INFO MINED055 [MINED055] Npm Install No Lockfile: Production image runs npm install (resolves new versi… advanced_ai_agents/single_agent_apps/ea…:161
INFO MINED043 [MINED043] Http Not Https: Hardcoded http:// (not localhost) for endpoints that handle cr… generative_ui_agents/ai-shadcn-componen…:9
INFO MINED043 [MINED043] Http Not Https: Hardcoded http:// (not localhost) for endpoints that handle cr… advanced_ai_agents/single_agent_apps/ea…:215
INFO MINED043 [MINED043] Http Not Https: Hardcoded http:// (not localhost) for endpoints that handle cr… advanced_ai_agents/multi_agent_apps/dev…:40
INFO MINED049 [MINED049] Print Pii: Logging password/token/email/ssn directly to stdout. advanced_ai_agents/multi_agent_apps/dev…:94
INFO MINED049 [MINED049] Print Pii: Logging password/token/email/ssn directly to stdout. advanced_ai_agents/multi_agent_apps/ai_…:222
INFO MINED049 [MINED049] Print Pii: Logging password/token/email/ssn directly to stdout. advanced_ai_agents/multi_agent_apps/ai_…:181
INFO MINED067 [MINED067] Python Requests No Timeout: requests.get/post/etc. without timeout= can hang f… advanced_ai_agents/multi_agent_apps/ai_…:43
INFO MINED067 [MINED067] Python Requests No Timeout: requests.get/post/etc. without timeout= can hang f… advanced_ai_agents/multi_agent_apps/ai_…:50
INFO MINED067 [MINED067] Python Requests No Timeout: requests.get/post/etc. without timeout= can hang f… advanced_ai_agents/multi_agent_apps/ai_…:42
INFO MINED056 [MINED056] React Key As Index: key={index} in map() — re-renders the wrong elements on re… advanced_ai_agents/multi_agent_apps/ai_…:124
INFO MINED056 [MINED056] React Key As Index: key={index} in map() — re-renders the wrong elements on re… advanced_ai_agents/multi_agent_apps/ai_…:120
INFO MINED056 [MINED056] React Key As Index: key={index} in map() — re-renders the wrong elements on re… advanced_ai_agents/multi_agent_apps/age…:55
INFO MINED044 [MINED044] Js Console Log Prod: console.log left in code. Should be replaced with logger … advanced_ai_agents/multi_agent_apps/age…:37
INFO MINED044 [MINED044] Js Console Log Prod: console.log left in code. Should be replaced with logger … advanced_ai_agents/multi_agent_apps/age…:95
INFO MINED044 [MINED044] Js Console Log Prod: console.log left in code. Should be replaced with logger … advanced_ai_agents/multi_agent_apps/age…:34
INFO MINED072 [MINED072] Python Pass Only Class: class Foo: pass — stub waiting to be filled in. advanced_ai_agents/multi_agent_apps/ai_…:27
INFO MINED072 [MINED072] Python Pass Only Class: class Foo: pass — stub waiting to be filled in. advanced_ai_agents/multi_agent_apps/age…:13
INFO MINED072 [MINED072] Python Pass Only Class: class Foo: pass — stub waiting to be filled in. advanced_ai_agents/multi_agent_apps/age…:24
INFO MINED050 [MINED050] Stub Only Function: Function declared but body is just pass, return None, rais… advanced_ai_agents/multi_agent_apps/age…:82
INFO MINED050 [MINED050] Stub Only Function: Function declared but body is just pass, return None, rais… advanced_ai_agents/multi_agent_apps/age…:14
INFO MINED050 [MINED050] Stub Only Function: Function declared but body is just pass, return None, rais… advanced_ai_agents/multi_agent_apps/age…:25
Reset to top 5 200 findings available (after auto-suppression of test files + won't-fix)

Issue body (markdown)

## Code-quality scan: `Shubhamsaboo/awesome-llm-apps`

**Score: 57/100 (C+)**  ·  339 findings  ·  scanned 2026-06-05 05:31 UTC  ·  130,353 LOC

| Severity | Count |
|---|---|
| CRITICAL | 14 |
| HIGH | 127 |
| MEDIUM | 113 |
| LOW | 44 |

📊 [Full filterable report](https://repobility.com/scan/6c9e77ef-5e92-41e5-bcdf-514a334e8962/)  ·  ![scorecard](https://repobility.com/scan/6c9e77ef-5e92-41e5-bcdf-514a334e8962/report.png?v=1780637487-s2)

### Top findings

1. **HIGH** `MINED115` — Action `anthropics/claude-code-action` pinned to mutable ref `@beta`: `uses
   `.github/workflows/claude.yml:33` · ✓ Repobility
2. **HIGH** `MINED115` — Action `actions/checkout` pinned to mutable ref `@v4`: `uses
   `.github/workflows/claude.yml:28` · ✓ Repobility
3. **HIGH** `MINED118` — Dockerfile FROM `python:3.12-slim-bookworm` not pinned by digest: `FROM python:3.12-slim-b
   `advanced_ai_agents/multi_agent_apps/agent_teams/ai_travel_planner_agent_team/backend/Dockerfile:14` · ✓ Repobility
4. **HIGH** `MINED118` — Dockerfile FROM `python:3.12-slim-bookworm` not pinned by digest: `FROM python:3.12-slim-b
   `advanced_ai_agents/multi_agent_apps/agent_teams/ai_travel_planner_agent_team/backend/Dockerfile:1` · ✓ Repobility
5. **MEDIUM** `MINED109` — Mutable default argument in `create_podcast` (dict)
   `advanced_ai_agents/multi_agent_apps/ai_news_and_podcast_agents/beifong/utils/text_to_audio_elevenslab.py:127` · ✓ Repobility

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_Filed automatically. Close this issue if not useful — we won't refile. Full report: https://repobility.com/scan/6c9e77ef-5e92-41e5-bcdf-514a334e8962/_
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