Tech Debt — Context-Driven Analysis

SHIP Score Interview

Run a structured SHIP interview to score and prioritise product features or bugs (Income + Strategy - Perspiration). Guides the agent to reach 90-95% confidence

Speak Security Basics

Security best practices for integrating Speak: API key management, audio data privacy, student data protection, and COPPA/FERPA compliance for production deploy

Replit — Advanced Troubleshooting

Step-by-step diagnostics and debugging techniques for deep Replit issues: Nix build failures, container crash loops, memory leaks, and platform vs app isolation

Vercel Common Errors

Diagnose and fix common Vercel build, serverless runtime, and edge/routing errors with step-by-step checks and fixes.

Vitepress Config Creator

Generates and validates VitePress configuration for documentation sites, following best-practices for docs automation.

Anima Rate Limits

Patterns and code for throttling Anima API code-generation calls, batching node processing, and handling 429s with progressive backoff for design-system scale w

Skill Vetter — Multi-scanner Security Gate

Runs multiple static and heuristic scanners against incoming skills before installation; detects prompt injection, secrets, and known malicious patterns and rep

Security Hygiene

Security hygiene guidelines for self-modifying agent systems: path sanitization, safe YAML handling, data poisoning checks, and staging/quarantine practices to