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chigwell / ai-reliability-analyzer

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A new package that analyzes user queries about AI tool reliability and generates structured insights. It takes a text input, such as a question or comment about AI code editor performance issues, and

natural-language-processing text-categorization performance-troubleshooting reliability-assessment issue-classification structured-insights automated-insight-generation actionable-feedback consistent-formatting easy-parsing ai-tool-analysis user-query-parsing latency-detection model-limitation-identification integration-challenge-analysis llm-driven-diagnostics sensitive-content-filtering explanatory-output software-development-tooling code-editor-performance
  • Updated Dec 21, 2025
  • Python

chigwell / supportinsightcheck

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A new package that analyzes user-submitted text descriptions of customer service or technical support interactions to identify potential red flags that could lead to public complaints or negative expo

text-analysis customer-service technical-support complaint-prevention red-flag-detection reputational-risk unprofessional-behavior lack-of-accountability unethical-practices structured-assessment actionable-feedback support-quality-improvement consumer-advocacy negative-exposure public-complaints
  • Updated Dec 21, 2025
  • Python

chigwell / sqlite-column-sentry

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Star 1

A new package that helps developers ensure column safety in SQLite queries by analyzing and validating their SQL statements. The package takes a user's SQL query as text input and returns a structured

database sqlite sql-statements early-detection developer-tool sql-analysis sql-validation llm7 llmatch-messages actionable-feedback structured-response column-safety missing-columns data-type-validation unsafe-column-references runtime-error-prevention query-reliability sqlite-query-analyzer column-reference-checker safety-linter
  • Updated Dec 21, 2025
  • Python

ElkholiefyM / sqlite-column-sentry

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🔍 Validate SQLite queries with sqlite-column-sentry to catch column-related issues early and enhance data safety in your Python projects.

database sql-statements early-detection developer-tool sql-analysis llm7 llmatch-messages actionable-feedback structured-response column-safety data-type-validation unsafe-column-references runtime-error-prevention query-reliability sqlite-query-analyzer column-reference-checker safety-linter
  • Updated Jan 9, 2026
  • Python

xmrt624 / ai-reliability-analyzer

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🔍 Analyze AI tool reliability with ease, generating structured insights from user queries for clear and actionable feedback.

python nlp open-source persuasion critical-thinking logical-fallacies text-categorization bias-detection groq issue-classification argument-analysi structured-insights actionable-feedback ai-tool-analysis model-limitation-identification integration-challenge-analysis explanatory-output software-development-tooling code-editor-performance
  • Updated Jan 9, 2026
  • Python

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