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This report summarizes scanner evidence for XiaomingX/indie-hacker-tools-plus with 1,881 GitHub stars. SynthScan examined 90,262 lines of code across 1153 source files, recording 217 pattern matches distributed across 11 syntactic categories. The legacy adjusted pattern signal is 4.2 (Low pattern signal); it is not an authorship estimate.
Use the findings to ask whether maintainers can explain intent, verify dependencies, simplify unnecessary scaffolding, and focus review effort. Risk Payload v1 adds ownership, supply-chain, over-engineering, and review-effort vectors when available. These are prompts for human verification, not probabilities, security findings, or measured maintenance costs.
Use each vector to guide manual verification of the underlying findings.
Can maintainers explain intent, assumptions, and trade-offs? 45 finding(s).
Are imports declared and package/API names verified? 35 finding(s).
Are wrappers, guards, and repeated structures necessary? 151 finding(s).
Which changes need focused human review? 217 finding(s).
This chart tracks the legacy adjusted pattern score across scan runs. Changes can reflect source changes, scan coverage, or detector/scoring versions; they do not measure AI adoption or prove that a team refactored code. Compare runs only when their scoring versions are compatible. The dashed line tracks the raw pattern-hit count.
Groups findings by configured severity weight. Severity is not a confidence estimate, security rating, or proof that a package is missing. Verify imports against the project's manifests and inspect each finding in its local design context.
This horizontal bar chart shows where configured pattern scores accumulate across directories. Treat the bars as locations to inspect, not as evidence of authorship or code quality. Use the file-level findings to decide whether a directory needs a focused ownership, dependency, complexity, or review check.
The scanner identified 217 distinct pattern matches across 11 syntactic categories. Each entry below represents a discrete location in the source code where the engine recorded a detector match to inspect in context. Expand any category row to inspect the individual file paths, line numbers, code snippets, and the lexical context (CODE, COMMENT, or STRING) in which each match was detected.
Reading the findings table: The Severity column indicates the configured finding weight (CRITICAL / HIGH / MEDIUM / LOW). The Context column identifies whether the match occurred inside executable code, an inline comment, or a string literal — legacy comment-context matches receive a ×1.5 score weight. The ⚡ bolt icon marks clustered matches: three or more patterns within a 10-line window, each receiving an additional ×1.5 density multiplier under the legacy scoring model.
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| MEDIUM | docs/projects/whisper-video-transcriber/README.md | 127 | # -------------------------- | COMMENT |
| MEDIUM | docs/projects/whisper-video-transcriber/README.md | 129 | # -------------------------- | COMMENT |
| MEDIUM | …whisper-video-transcriber/whisper_video_transcriber.py | 331 | # -------------------------- | COMMENT |
| MEDIUM | …whisper-video-transcriber/whisper_video_transcriber.py | 333 | # -------------------------- | COMMENT |
| MEDIUM⚡ | …whisper-video-transcriber/whisper_video_transcriber.py | 346 | # -------------------------- | COMMENT |
| MEDIUM⚡ | …whisper-video-transcriber/whisper_video_transcriber.py | 348 | # -------------------------- | COMMENT |
| MEDIUM⚡ | …whisper-video-transcriber/whisper_video_transcriber.py | 357 | # -------------------------- | COMMENT |
| MEDIUM⚡ | …whisper-video-transcriber/whisper_video_transcriber.py | 359 | # -------------------------- | COMMENT |
| MEDIUM⚡ | …whisper-video-transcriber/whisper_video_transcriber.py | 369 | # -------------------------- | COMMENT |
| MEDIUM⚡ | …whisper-video-transcriber/whisper_video_transcriber.py | 371 | # -------------------------- | COMMENT |
| MEDIUM⚡ | …whisper-video-transcriber/whisper_video_transcriber.py | 378 | # -------------------------- | COMMENT |
| MEDIUM⚡ | …whisper-video-transcriber/whisper_video_transcriber.py | 380 | # -------------------------- | COMMENT |
| MEDIUM⚡ | …whisper-video-transcriber/whisper_video_transcriber.py | 387 | # -------------------------- | COMMENT |
| MEDIUM⚡ | …whisper-video-transcriber/whisper_video_transcriber.py | 389 | # -------------------------- | COMMENT |
| MEDIUM⚡ | …academic-scholar-news-bot/academic_scholar_news_bot.py | 279 | # ------------------------------ | COMMENT |
| MEDIUM⚡ | …academic-scholar-news-bot/academic_scholar_news_bot.py | 281 | # ------------------------------ | COMMENT |
| MEDIUM⚡ | …academic-scholar-news-bot/academic_scholar_news_bot.py | 450 | # ------------------------------ | COMMENT |
| MEDIUM⚡ | …academic-scholar-news-bot/academic_scholar_news_bot.py | 452 | # ------------------------------ | COMMENT |
| MEDIUM | …academic-scholar-news-bot/academic_scholar_news_bot.py | 48 | # ------------------------------ | COMMENT |
| MEDIUM | …academic-scholar-news-bot/academic_scholar_news_bot.py | 50 | # ------------------------------ | COMMENT |
| MEDIUM | …academic-scholar-news-bot/academic_scholar_news_bot.py | 101 | # ------------------------------ | COMMENT |
| MEDIUM | …academic-scholar-news-bot/academic_scholar_news_bot.py | 103 | # ------------------------------ | COMMENT |
| MEDIUM | …academic-scholar-news-bot/academic_scholar_news_bot.py | 416 | # ------------------------------ | COMMENT |
| MEDIUM | …academic-scholar-news-bot/academic_scholar_news_bot.py | 418 | # ------------------------------ | COMMENT |
| MEDIUM | …academic-scholar-news-bot/academic_scholar_news_bot.py | 528 | # ------------------------------ | COMMENT |
| MEDIUM | …academic-scholar-news-bot/academic_scholar_news_bot.py | 530 | # ------------------------------ | COMMENT |
| MEDIUM | …academic-scholar-news-bot/academic_scholar_news_bot.py | 558 | # ------------------------------ | COMMENT |
| MEDIUM | …academic-scholar-news-bot/academic_scholar_news_bot.py | 560 | # ------------------------------ | COMMENT |
| MEDIUM | …-manus-autonomous-agent/open_manus_autonomous_agent.py | 15 | # ------------------------------ | COMMENT |
| MEDIUM | …-manus-autonomous-agent/open_manus_autonomous_agent.py | 17 | # ------------------------------ | COMMENT |
| MEDIUM⚡ | …-manus-autonomous-agent/open_manus_autonomous_agent.py | 103 | # ------------------------------ | COMMENT |
| MEDIUM⚡ | …-manus-autonomous-agent/open_manus_autonomous_agent.py | 105 | # ------------------------------ | COMMENT |
| MEDIUM | …-manus-autonomous-agent/open_manus_autonomous_agent.py | 128 | # ------------------------------ | COMMENT |
| MEDIUM | …-manus-autonomous-agent/open_manus_autonomous_agent.py | 130 | # ------------------------------ | COMMENT |
| MEDIUM⚡ | …cs/projects/labubu-telegram-bot/labubu_telegram_bot.py | 95 | # -------------------------- | COMMENT |
| MEDIUM⚡ | …cs/projects/labubu-telegram-bot/labubu_telegram_bot.py | 98 | # -------------------------- | COMMENT |
| MEDIUM⚡ | …cs/projects/labubu-telegram-bot/labubu_telegram_bot.py | 146 | # -------------------------- | COMMENT |
| MEDIUM⚡ | …cs/projects/labubu-telegram-bot/labubu_telegram_bot.py | 149 | # -------------------------- | COMMENT |
| MEDIUM⚡ | …cs/projects/labubu-telegram-bot/labubu_telegram_bot.py | 223 | # -------------------------- | COMMENT |
| MEDIUM⚡ | …cs/projects/labubu-telegram-bot/labubu_telegram_bot.py | 225 | # -------------------------- | COMMENT |
| MEDIUM | …cs/projects/labubu-telegram-bot/labubu_telegram_bot.py | 1 | # -------------------------- | COMMENT |
| MEDIUM | …cs/projects/labubu-telegram-bot/labubu_telegram_bot.py | 4 | # -------------------------- | COMMENT |
| MEDIUM | …cs/projects/labubu-telegram-bot/labubu_telegram_bot.py | 18 | # -------------------------- | COMMENT |
| MEDIUM | …cs/projects/labubu-telegram-bot/labubu_telegram_bot.py | 20 | # -------------------------- | COMMENT |
| MEDIUM | …cs/projects/labubu-telegram-bot/labubu_telegram_bot.py | 50 | # -------------------------- | COMMENT |
| MEDIUM | …cs/projects/labubu-telegram-bot/labubu_telegram_bot.py | 52 | # -------------------------- | COMMENT |
| MEDIUM | …cs/projects/labubu-telegram-bot/labubu_telegram_bot.py | 299 | # -------------------------- | COMMENT |
| MEDIUM | …cs/projects/labubu-telegram-bot/labubu_telegram_bot.py | 301 | # -------------------------- | COMMENT |
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| LOW | …jects/wechat-read-automation/wechat_read_automation.py | 205 | except Exception as e: | CODE |
| LOW | …jects/wechat-read-automation/wechat_read_automation.py | 271 | except Exception as e: | CODE |
| LOW | …d-labubu-character-bot/discord_labubu_character_bot.py | 124 | except Exception as e: | CODE |
| LOW | …d-labubu-character-bot/discord_labubu_character_bot.py | 128 | except Exception as e: | CODE |
| LOW | …cs/projects/job-news-aggregator/job_news_aggregator.py | 55 | except Exception as e: | CODE |
| LOW | …cs/projects/job-news-aggregator/job_news_aggregator.py | 70 | except Exception as e: | CODE |
| LOW | …cs/projects/job-news-aggregator/job_news_aggregator.py | 94 | except Exception as e: | CODE |
| LOW | …cs/projects/job-news-aggregator/job_news_aggregator.py | 212 | except Exception as e: | CODE |
| LOW | …cs/projects/job-news-aggregator/job_news_aggregator.py | 228 | except Exception as e: | CODE |
| LOW | …d-job-application-bot/automated_job_application_bot.py | 68 | except Exception as e: | CODE |
| LOW | …d-job-application-bot/automated_job_application_bot.py | 89 | except Exception as e: | CODE |
| MEDIUM | …d-job-application-bot/automated_job_application_bot.py | 58 | def read_cv(): | CODE |
| LOW | …ncial-analysis-gpt-demo/financial_analysis_gpt_demo.py | 68 | except Exception as e: | CODE |
| LOW | …ncial-analysis-gpt-demo/financial_analysis_gpt_demo.py | 110 | except Exception as e: | CODE |
| MEDIUM | …ncial-analysis-gpt-demo/financial_analysis_gpt_demo.py | 46 | def get_news_for_date(date_str): | CODE |
| LOW | …jects/openai-resume-analyzer/openai_resume_analyzer.py | 22 | except Exception as e: | CODE |
| LOW | …jects/openai-resume-analyzer/openai_resume_analyzer.py | 75 | except Exception as e: | CODE |
| LOW | …rojects/passive-income-bot-v3/passive_income_bot_v3.py | 125 | except Exception as e: | CODE |
| LOW | docs/projects/deep-research/deep_research-1.py | 245 | except Exception as e: | CODE |
| LOW | docs/projects/deep-research/deep_research-1.py | 380 | except Exception as e: | CODE |
| LOW | docs/projects/deep-research/deep_research-1.py | 487 | except Exception as e: | CODE |
| LOW | docs/projects/deep-research/deep_research-1.py | 515 | except Exception as e: | CODE |
| LOW | docs/projects/deep-research/deep_research-1.py | 571 | except Exception as e: | CODE |
| LOW | …jects/twitter-automation-bot/twitter_automation_bot.py | 48 | except Exception as e: | CODE |
| LOW | …jects/twitter-automation-bot/twitter_automation_bot.py | 68 | except Exception as e: | CODE |
| LOW | …s/academic-paper-assistant/academic_paper_assistant.py | 24 | except Exception as e: | CODE |
| LOW | …s/academic-paper-assistant/academic_paper_assistant.py | 63 | except Exception as e: | STRING |
| LOW | …whisper-video-transcriber/whisper_video_transcriber.py | 118 | except Exception as e: | CODE |
| LOW | …dia-to-video-converter/wikipedia_to_video_converter.py | 79 | except Exception as e: | CODE |
| LOW | …dia-to-video-converter/wikipedia_to_video_converter.py | 108 | except Exception as e: | CODE |
| LOW | docs/projects/llm-model-demos/kimi_demo/kimi_demo.py | 25 | except Exception as e: | CODE |
| LOW | …rojects/llm-model-demos/cerebras_demo/cerebras_demo.py | 44 | except Exception as e: | CODE |
| LOW⚡ | …academic-scholar-news-bot/academic_scholar_news_bot.py | 272 | except Exception as e: | CODE |
| LOW⚡ | …academic-scholar-news-bot/academic_scholar_news_bot.py | 446 | except Exception as e: | CODE |
| LOW | …academic-scholar-news-bot/academic_scholar_news_bot.py | 139 | except Exception as e: | CODE |
| LOW | …academic-scholar-news-bot/academic_scholar_news_bot.py | 175 | except Exception as e: | CODE |
| LOW | …academic-scholar-news-bot/academic_scholar_news_bot.py | 226 | except Exception as e: | CODE |
| LOW | …academic-scholar-news-bot/academic_scholar_news_bot.py | 349 | except Exception as e: | STRING |
| LOW | …academic-scholar-news-bot/academic_scholar_news_bot.py | 402 | except Exception as e: | STRING |
| LOW | …/projects/url-cluster-analyzer/url_cluster_analyzer.py | 170 | except Exception as e: | CODE |
| LOW | …-manus-autonomous-agent/open_manus_autonomous_agent.py | 30 | except Exception as e: | CODE |
| LOW | …-manus-autonomous-agent/open_manus_autonomous_agent.py | 85 | except Exception as e: | CODE |
| LOW⚡ | …-manus-autonomous-agent/open_manus_autonomous_agent.py | 98 | except Exception as e: | CODE |
| LOW | …-manus-autonomous-agent/open_manus_autonomous_agent.py | 167 | except Exception as e: | CODE |
| LOW | docs/projects/video-subtitle-sdk/video_subtitle_sdk.py | 37 | except Exception as e: | CODE |
| LOW | docs/projects/video-subtitle-sdk/video_subtitle_sdk.py | 56 | except Exception as e: | CODE |
| LOW | docs/projects/video-subtitle-sdk/video_subtitle_sdk.py | 112 | except Exception as e: | CODE |
| LOW | …cts/google-login-automation/google_login_automation.py | 29 | except Exception as e: | CODE |
| LOW | docs/projects/ai-movie-clipper/ai_movie_clipper.py | 168 | except Exception as e: | CODE |
| LOW | docs/projects/ai-movie-clipper/ai_movie_clipper.py | 230 | except Exception as e: | CODE |
| LOW | …rojects/url-shortener-service/url_shortener_service.py | 94 | except Exception as e: | CODE |
| LOW | …rojects/url-shortener-service/url_shortener_service.py | 127 | except Exception as e: | CODE |
| LOW | …rojects/url-shortener-service/url_shortener_service.py | 136 | except Exception as e: | CODE |
| MEDIUM | …rojects/url-shortener-service/url_shortener_service.py | 105 | def redirect_url(short_code): | CODE |
| LOW | docs/projects/discord-agent-bot/discord_agent_bot.py | 249 | except Exception as e: | CODE |
| LOW | docs/projects/discord-agent-bot/discord_agent_bot.py | 285 | except Exception as e: | CODE |
| LOW | docs/projects/discord-agent-bot/discord_agent_bot.py | 416 | except Exception as e: | CODE |
| LOW | docs/projects/discord-agent-bot/discord_agent_bot.py | 667 | except Exception as e: | CODE |
| LOW | docs/projects/discord-agent-bot/discord_agent_bot.py | 805 | except Exception as e: | CODE |
| LOW | docs/projects/pdf-chat-assistant/pdf_chat_assistant.py | 142 | except Exception as e: | CODE |
| 28 more matches not shown… | ||||
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| LOW | …ncial-analysis-gpt-demo/financial_analysis_gpt_demo.py | 3 | CODE | |
| LOW | …ncial-analysis-gpt-demo/financial_analysis_gpt_demo.py | 11 | CODE | |
| LOW | …rojects/passive-income-bot-v3/passive_income_bot_v3.py | 4 | CODE | |
| LOW | …rojects/passive-income-bot-v3/passive_income_bot_v3.py | 13 | CODE | |
| LOW | …rojects/passive-income-bot-v3/passive_income_bot_v3.py | 14 | CODE | |
| LOW | docs/projects/deep-research/deep_research-1.py | 2 | CODE | |
| LOW | docs/projects/deep-research/deep_research-1.py | 5 | CODE | |
| LOW | docs/projects/deep-research/deep_research-1.py | 15 | CODE | |
| LOW | …whisper-video-transcriber/whisper_video_transcriber.py | 7 | CODE | |
| LOW | …whisper-video-transcriber/whisper_video_transcriber.py | 11 | CODE | |
| LOW | …-alt-text-generator/openai_image_alt_text_generator.py | 1 | CODE | |
| LOW | docs/projects/frontend-demos/chainlit-demo/app.py | 2 | CODE | |
| LOW | docs/projects/frontend-demos/chainlit-demo/app.py | 5 | CODE | |
| LOW | docs/projects/frontend-demos/chainlit-demo/app.py | 8 | CODE | |
| LOW | …cs/projects/llm-model-demos/gemini_demo/gemini_demo.py | 6 | CODE | |
| LOW | …cts/llm-model-demos/togetherai_demo/togetherai_demo.py | 1 | CODE | |
| LOW | …-manus-autonomous-agent/open_manus_autonomous_agent.py | 10 | CODE | |
| LOW | docs/projects/ai-movie-clipper/ai_movie_clipper.py | 6 | CODE | |
| LOW | docs/projects/ai-movie-clipper/ai_movie_clipper.py | 6 | CODE | |
| LOW | docs/projects/ai-movie-clipper/ai_movie_clipper.py | 8 | CODE | |
| LOW | docs/projects/discord-agent-bot/discord_agent_bot.py | 7 | CODE | |
| LOW | docs/projects/pdf-chat-assistant/pdf_chat_assistant.py | 5 | CODE | |
| LOW | docs/projects/pdf-chat-assistant/pdf_chat_assistant.py | 9 | CODE | |
| LOW | …eo-presentation-demo/heygen_video_presentation_demo.py | 23 | CODE | |
| LOW | …and-market-image-gen/ai_secondhand_market_image_gen.py | 8 | CODE | |
| LOW | …s/faceless-video-generator/faceless_video_generator.py | 11 | CODE |
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| HIGH | …jects/wechat-read-automation/wechat_read_automation.py | 235 | pusher.push(error_msg, PUSH_METHOD) | CODE |
| HIGH | …jects/wechat-read-automation/wechat_read_automation.py | 295 | pusher.push(error_msg, PUSH_METHOD) | CODE |
| HIGH | …jects/wechat-read-automation/wechat_read_automation.py | 302 | pusher.push(finish_msg, PUSH_METHOD) | CODE |
| HIGH⚡ | …cs/projects/labubu-telegram-bot/labubu_telegram_bot.py | 139 | "source": "Object.defineProperty(navigator, 'webdriver', {get: () => undefined})" | CODE |
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| MEDIUM | docs/indie-hacker-ai/ai-tools-list/awesome-deepseek.md | 38 | ## 🏗️ 工作流与 RAG 框架 (Workflows & RAG) | COMMENT |
| MEDIUM | …acker-ai/tech-stack-resources/awesome-llm-rag-guide.md | 1 | # 高级检索增强生成 (RAG) 实战指南 (2026 Checklist) | COMMENT |
| MEDIUM | …r-ai/business-startup-guides/ai-agents-business-ops.md | 28 | ## 📂 知识管理与内部搜索 (RAG & Knowledge) | COMMENT |
| MEDIUM | docs/resources/blockchain-web3/awesome-nft.md | 25 | - [ ] [**Scaffold-eth**](https://github.com/scaffold-eth/scaffold-eth-2) - 全栈开发套件，内置 NFT 模板，适合快速原型开发。 | CODE |
| MEDIUM | …lytics/ai_search_rag_industry/4_extreme_stress_test.md | 3 | ## 假如明天是末日：RAG 行业的死亡排序 | COMMENT |
| MEDIUM | docs/hot/sillytavern.md | 15 | ### 3. 动态长效记忆 (Vector RAG 2.0) | COMMENT |
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| LOW | …jects/wechat-read-automation/wechat_read_automation.py | 141 | CODE | |
| LOW | …d-labubu-character-bot/discord_labubu_character_bot.py | 80 | CODE | |
| LOW | …rojects/passive-income-bot-v3/passive_income_bot_v3.py | 244 | CODE | |
| LOW | …rojects/passive-income-bot-v3/passive_income_bot_v3.py | 255 | CODE | |
| LOW | …rojects/passive-income-bot-v3/passive_income_bot_v3.py | 309 | CODE | |
| LOW | …rojects/passive-income-bot-v3/passive_income_bot_v3.py | 394 | CODE | |
| LOW | docs/projects/deep-research/deep_research-1.py | 128 | CODE | |
| LOW | …s/academic-paper-assistant/academic_paper_assistant.py | 10 | CODE | |
| LOW | …whisper-video-transcriber/whisper_video_transcriber.py | 251 | CODE | |
| LOW | docs/projects/llm-model-demos/coze_demo/coze_demo.py | 50 | CODE | |
| LOW | …rojects/url-shortener-service/url_shortener_service.py | 48 | CODE | |
| LOW | …and-market-image-gen/ai_secondhand_market_image_gen.py | 75 | CODE | |
| LOW | …and-market-image-gen/ai_secondhand_market_image_gen.py | 132 | CODE | |
| LOW | …and-market-image-gen/ai_secondhand_market_image_gen.py | 324 | CODE | |
| LOW | …cs/projects/labubu-telegram-bot/labubu_telegram_bot.py | 226 | CODE |
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| LOW | …ncial-analysis-gpt-demo/financial_analysis_gpt_demo.py | 72 | def generate_investment_advice(news, date_str): | CODE |
| LOW | docs/projects/deep-research/deep_research-2.py | 163 | def deduplicate_and_format_sources(search_results: List[Dict], max_tokens_per_source: int = 4000) -> str: | CODE |
| LOW | docs/projects/deep-research/deep_research-2.py | 274 | async def select_and_execute_search(search_api: str, queries: List[str], params: Dict) -> str: | CODE |
| LOW | docs/projects/deep-research/deep_research-2.py | 502 | def gather_completed_sections(state: ReportState) -> Dict: | CODE |
| LOW | docs/projects/deep-research/deep_research-2.py | 506 | def initiate_final_section_writing(state: ReportState) -> List[Send]: | CODE |
| LOW | docs/projects/video-subtitle-sdk/video_subtitle_sdk.py | 69 | def merge_video_with_subtitles(video_filename, subtitle_filename, output_filename="out_movie.mp4"): | CODE |
| LOW | docs/projects/discord-agent-bot/discord_agent_bot.py | 187 | def discord_message_to_message(discord_msg: DiscordMessage) -> Optional[Message]: | CODE |
| LOW | docs/projects/discord-agent-bot/discord_agent_bot.py | 208 | def split_into_shorter_messages(text: str) -> List[str]: | CODE |
| LOW | docs/projects/discord-agent-bot/discord_agent_bot.py | 290 | async def send_moderation_flagged_message( | CODE |
| LOW | docs/projects/discord-agent-bot/discord_agent_bot.py | 315 | async def send_moderation_blocked_message( | CODE |
| LOW | docs/projects/discord-agent-bot/discord_agent_bot.py | 338 | async def generate_completion_response( | CODE |
| LOW | …s/faceless-video-generator/faceless_video_generator.py | 120 | def get_story_type_guidelines(story_type: str) -> str: | CODE |
| LOW | …s/faceless-video-generator/faceless_video_generator.py | 236 | def generate_and_download_images( | CODE |
| LOW⚡ | …cs/projects/labubu-telegram-bot/labubu_telegram_bot.py | 194 | def check_product_availability(sb, product_url): | CODE |
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| LOW | …cts/leaked-llm-prompts-collection/SAMEDEV/Same_Dev.txt | 121 | // Read the contents of files. The output of this tool call will be the 1-indexed file contents from start_line_one_inde | COMMENT |
| LOW | …cts/leaked-llm-prompts-collection/SAMEDEV/Same_Dev.txt | 141 | end_line_one_indexed_inclusive?: number, // default: 250 | COMMENT |
| LOW | …cts/leaked-llm-prompts-collection/SAMEDEV/Same_Dev.txt | 161 | relative_file_path: string, | COMMENT |
| LOW | …cts/leaked-llm-prompts-collection/SAMEDEV/Same_Dev.txt | 181 | // WARNING: If you do not follow these requirements: | COMMENT |
| LOW | …cts/leaked-llm-prompts-collection/SAMEDEV/Same_Dev.txt | 221 | // Update the project to the latest version before calling this tool. Deploys the project to Netlify. This tool will ret | COMMENT |
| LOW | …cts/leaked-llm-prompts-collection/SAMEDEV/Same_Dev.txt | 241 | // - List, create, describe, and delete Neon projects | COMMENT |
| LOW | …s/leaked-llm-prompts-collection/DIA/Dia_DraftSkill.txt | 81 | // Use it as much as possible. Flag every possible bad scrape. Its better to be noisy, than miss logging scenarios | COMMENT |
| LOW | …aked-llm-prompts-collection/OPENAI/GPT-4.5_02-27-25.md | 81 | // 2. DO NOT ask for permission to generate the image, just do it! | COMMENT |
| LOW | docs/projects/llm-model-demos/coze_demo/coze_demo.py | 1 | # 参考教程：https://juejin.cn/post/7444047947249385523 | COMMENT |
| LOW | …academic-scholar-news-bot/academic_scholar_news_bot.py | 561 | if __name__ == "__main__": | COMMENT |
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| HIGH | …cs/projects/llm-model-demos/claude_demo/claude_demo.py | 5 | os.environ["ANTHROPIC_API_KEY"] = "your-api-key-here" | CODE |
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| LOW | …/leaked-llm-prompts-collection/DIA/Dia_CodingSkill.txt | 48 | - Citations are NEVER followed by punctuation; they are always AFTER periods (e.g. lorem ipsum. [{DIA-SOURCE}](reactjs.o | CODE |
| LOW | …s/leaked-llm-prompts-collection/DIA/Dia_DraftSkill.txt | 52 | ▫ (e.g. lorem ipsum. ”) | CODE |
| LOW | …prompts-collection/ANTHROPIC/Claude_Sonnet_3.7_New.txt | 128 | Images from the web are not allowed, but you can use placeholder images by specifying the width and height like | CODE |
| LOW | …prompts-collection/ANTHROPIC/Claude_Sonnet_3.7_New.txt | 157 | Images from the web are not allowed, but you can use placeholder images by specifying the width and height like | CODE |
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| LOW | docs/projects/discord-agent-bot/discord_agent_bot.py | 87 | logger = logging.getLogger(__name__) | CODE |