Comprehensive security audit prompt covering OWASP Top 10 with severity ratings and fixes.
Perform a security audit of this web application. Check for: **Authentication & Authorization:** - Password hashing algorithm (bcrypt/argon2 with proper cost factor) - JWT token expiration and refresh flow - RBAC/ABAC implementation correctness - Session management and invalidation **Input Validation:** - SQL injection vectors in all database queries - XSS vulnerabilities in rendered output - Path traversal in file operations - SSRF in URL handling - Command injection in system calls **Data Protection:** - Sensitive data in logs or error messages - PII handling and encryption at rest - CORS configuration - CSP headers - Cookie security flags (HttpOnly, Secure, SameSite) **Infrastructure:** - Dependency vulnerabilities (npm audit) - Environment variable exposure - Rate limiting on auth endpoints - File upload restrictions For each finding, provide: severity (Critical/High/Medium/Low), location, and fix.
Use with @workspace for full codebase scan. Best with Copilot Agent Mode for automated fixes.
POC: Fully autonomous weapons systems via LLMs — deepseek-v4-pro reasoning model with unrestricted system prompt demonstrates autonomous offensive cyber operations capability for classification analysis and regulatory discussion. ECCN: 4D004 / EAR99.
Codex Cost Router Skills - preflight task routing skills for Codex to reduce token waste, choose model tiers, reasoning effort, permissions, and execution prompts.
Test and compare LLM prompts across providers — automated quality scoring, latency benchmarks, cost analysis. YAML-driven, works with any OpenAI-compatible API.
基于 FastAPI 的 DeepSeek Chat 反向代理,将 DeepSeek 网页版的 API 转换为 OpenAI 兼容格式。 支持流式/非流式对话、专家模式、深度思考(reasoning_content)、工具调用(DSML prompt injection)。 自动处理 PoW 鉴权挑战,无需官方 API Key。
Frozen reasoning LLM (DeepSeek-V4-Flash) as an in-context surrogate for lithium-electrolyte ionic conductivity on CALiSol-23 — selector ablation, chain-of-thought pattern mining, and a one-sentence prompt change that cut worst-case error 87×.
Local DeepSeek V4 proxy: reduces hallucinations strengthens system prompt following stops reasoning loops repairs empty tool-call replies — with built-in session analysis and GUI. / 本地 DeepSeek V4 代理:降低幻觉、增强 system prompt 遵循、防思维循环、修复空回复 自带会话分析与 GUI。
Workflows from the Neura Market marketplace related to this DeepSeek resource