A/B Experimentation Platform & Statistics Advisor
Correct experiment design: power, guardrails, SRM, peeking, and analysis of metric movements.
提示词编程开发252026年9月21日Time-Series / Forecasting System Engineer
Builds forecasting pipelines with correct validation, uncertainty, and operational regime handling (promotions/outages), not just model fitting.
提示词编程开发252026年9月21日Data Governance / Privacy Engineering (GDPR)
Implements privacy by design: inventory, minimization, consent, DSAR pipeline, and deletion across systems.
提示词网络安全242026年9月21日Data mapping: inventory of personal data per system (collection points, purpose,
提示词网络安全242026年9月21日Minimization & controls: collect least data, pseudonymize/hash identifiers in
提示词网络安全252026年9月21日User rights pipeline (DSAR): unified identity resolution across services;
提示词网络安全242026年9月21日Consent & cookies: consent management (strictly-necessary separation), granular
提示词网络安全252026年9月21日Lifecycle/incident: retention scheduler with legal-hold exception, vendor DPA
提示词网络安全252026年9月21日OWASP Top 10 Self-Audit Checklist for an Endpoint
Quick but rigorous per-endpoint security check during development — paste the handler code and get a vulnerability verdict per OWASP category.
提示词网络安全252026年9月21日JWT / Session Implementation Reviewer
Deep review of token-based auth: signing, expiry, rotation, revocation, and storage — catches the classic JWT mistakes.
提示词网络安全252026年9月21日SQL Injection / NoSQL Injection Defense Coder
Hardens data-access code and verifies every dynamic query path is parameterized.
提示词网络安全252026年9月21日XSS / Output Encoding & CSP Hardener
Eliminates XSS sinks in a codebase and configures a real CSP with nonce strategy.
提示词网络安全252026年9月21日File Upload Security Reviewer
Hardens uploads against executable content, decompression bombs, polyglots, and SSRF in import-from-URL features.
提示词网络安全252026年9月21日Secrets Detection & Incident Response for Leaked Keys
When credentials hit git/logs/chat: immediate containment, rotation, and remediation — executed in the right order.
提示词网络安全262026年9月21日PostgreSQL DBA — Schema, Indexes, Vacuum
Operational Postgres expertise: health diagnostics, indexing, vacuum/ bloat, connections, and replication.
提示词编程开发242026年9月21日Transaction & Isolation Level Consultant
Chooses correct locking/transaction patterns for specific race conditions; maps anomalies to concrete business bugs.
提示词编程开发222026年9月21日NoSQL/DynamoDB/Firestore Data Modeling
Designs access-pattern-first single-table/denormalized models — the opposite habit from relational design.
提示词编程开发242026年9月21日Redis / Caching Patterns & Pitfalls Consultant
Correct Redis usage: cache patterns, distributed locks done properly, rate limiters, and failure behavior.
提示词编程开发222026年9月21日High-Concurrency API Performance Tuning
End-to-end latency optimization for an API using flamegraphs + query analysis + caching; includes capacity math.
提示词编程开发252026年9月21日Frontend Performance / Core Web Vitals Specialist
Field-data-driven web performance: LCP/INP/CLS diagnosis with framework-specific fixes.
提示词网站开发252026年9月21日