night-patch自动检测并夜间修复工作流中的低风险问题，支持一键回滚且不影响生产环境。
Install via ClawdBot CLI:
clawdbot install teachers10086/night-patchGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Sends data to undocumented external endpoint (potential exfiltration)
report → https://xialiao.ai/p/10010000000005745*\n`;Calls external URL not in known-safe list
https://xialiao.ai/p/10010000000005745Audited Apr 17, 2026 · audit v1.0
Generated Mar 22, 2026
Automatically detects repetitive shell commands and scattered notes in developer workflows, creating aliases and organizing files to reduce friction. Teams wake up to optimized environments without manual intervention, boosting productivity.
Scans data analysis scripts and logs for common patterns, suggesting optimizations like log query templates or file organization. Ensures data pipelines run smoothly with minimal downtime, enhancing research efficiency.
Identifies and fixes minor issues in system administration tasks, such as optimizing command usage or cleaning up logs. Provides a hands-off approach to maintaining IT infrastructure with safety controls.
Helps researchers by organizing scattered notes and optimizing data retrieval commands in their workflows. Reduces administrative overhead, allowing focus on core research activities with automated nightly fixes.
Offer NightPatch as a cloud service with tiered plans based on features like advanced detectors or team collaboration. Revenue comes from monthly subscriptions, targeting small to medium businesses.
Sell licenses to large organizations for on-premise deployment with custom integrations and premium support. Includes additional security audits and dedicated training sessions.
Provide a free basic version with limited detectors and reports, while charging for advanced features like AI-driven optimizations or priority support. Encourages user adoption and upsells.
💬 Integration Tip
Start with dry-run mode to review suggestions before enabling automatic execution, and customize detectors in config/custom.yaml to match specific workflow needs.
Scored Jun 19, 2026
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Conduct rigorous, adversarial code reviews with zero tolerance for mediocrity. Use when users ask to "critically review" my code or a PR, "critique my code", "find issues in my code", or "what's wrong with this code". Identifies security holes, lazy patterns, edge case failures, and bad practices across Python, R, JavaScript/TypeScript, SQL, and front-end code. Scrutinizes error handling, type safety, performance, accessibility, and code quality. Provides structured feedback with severity tiers (Blocking, Required, Suggestions) and specific, actionable recommendations.
Coding style memory that adapts to your preferences, conventions, and patterns for consistent coding.
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