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query-processing data-utilization web-information-retrieval llm-capabilities token-efficiency information-summarization structured-response pattern-adherence concise-information well-formatted-output agent-assistance pertinent-details redundant-data-avoidance

Efficient web information retrieval and summation without excessive token usage.

Updated Dec 21, 2025
Python

chigwell / inboxpattern

email-analysis email-management data-categorization structured-response email-usage-patterns text-input-classification usage-habit-analysis account-purpose-categorization challenges-identification digital-communication-optimization inbox-clutter-reduction personal-productivity-analysis it-policy-planning cybersecurity-assessment user-submitted-input

A new package that helps users and organizations analyze and categorize email account usage patterns. The package takes user-submitted text input describing their email management habits and returns a

Updated Dec 21, 2025
Python

chigwell / csrf-sentry

csrf-protection simplicity request-validation web-application-security security-requirements security-headers developer-tool structured-response token-less hidden-form-fields tailored-strategy customizable-security robust-protection ease-of-integration security-recommendations web-application-structure

Helps developers implement tailored CSRF protection strategies without tokens, ensuring robust security and easy integration.

Updated Dec 21, 2025
Python

chigwell / sqlite-column-sentry

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

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

Updated Dec 21, 2025
Python

chigwell / toon-troubleshooter

troubleshooting cartoon-network online-streaming llmatch-messages structured-response error-identification potential-causes accurate-solutions broadcast-issues missing-episodes audio-issues broadcast-interruptions error-categorization suggested-solutions viewing-issues quick-solutions 1995-2025-broadcasts re-airings

Toon-troubleshooter identifies and solves Cartoon Network viewing issues via user input and structured responses.

Updated Dec 22, 2025
Python

chigwell / llm-securescan

pattern-matching text-analysis information-extraction compliance risk-assessment data-exfiltration data-loss-prevention retry-mechanism security-monitoring sensitive-data-detection data-leak-prevention user-input-processing structured-response language-model-security conversational-security

A new package is designed to facilitate secure and structured user interactions with language models by analyzing and extracting specific information from user-provided text. It uses pattern matching

Updated Dec 21, 2025
Python

chigwell / memoryinvestguide

strategic-planning investment-strategy market-insights risk-tolerance llmatch-messages textual-input actionable-advice memory-market volatile-market long-term-investment personalized-investment-plan investment-goals structured-response risk-management-strategies short-term-fluctuations long-term-growth financial-situation user-specific-analysis

A new package designed to help users navigate the volatile memory market by providing structured, long-term investment strategies. Users input their current financial situation, risk tolerance, and in

Updated Dec 21, 2025
Python

chigwell / cpufreqizer

kernel-parameters workload-analysis system-optimization power-efficiency structured-response cpu-scaling-configuration performance-requirements governor-recommendation dynamic-frequency-adjustment llmatch-messages-validation

cpufreqizer recommends optimal CPU scaling governors and kernel params based on workload, balancing power and performance.

Updated Dec 21, 2025
Python

ElkholiefyM / sqlite-column-sentry

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

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

Updated Feb 19, 2026
Python

SirMike29 / cpufreqizer

⚙️ Optimize CPU performance and efficiency by selecting the best scaling policies for your workload with CPUFreqRizer, your Python-based solution.

Updated Feb 19, 2026
Python

HK2210 / toon-troubleshooter

🛠️ Troubleshoot Cartoon Network broadcast issues easily with this Python package, providing solutions for missing episodes and audio glitches from 1995 to 2025.

Updated Feb 19, 2026
Python

Davisfun85 / forgejo-bot-guard