If you want to integrate Skillspector into your agent or project, just give this skill to Claude Code github.com/NVIDIA/SkillSpect… It's worth scanning your skills, especially if you've been installing random ones you find on X

This article is worth reading... It will give you plenty of ideas on how to use Claude Claude solved a 25 year old cryptographic mystery in under 30 minutes Researchers had spent decades trying to understand how the NSA generated the original seeds for some of the most widely used ECDSA curves A few interesting details: - Claude identified a pseudorandom number generator from the 1990s - Reconstructed its internal state using mathematical techniques -Traced the seeds back to unix timestamps from 1997 and 1998 - Wrote code to reproduce and verify the original values - All of this in less than 30 minutes A few days ago, I faced a similar challenge I needed to understand how an id returned by a service was generated. I had to decode it or find a join between database tables to identify the complete record I searched everywhere and found absolutely nothing... but I knew the id had to be connected to the other records somehow That's when I decided to run Opus 5.5 + Dynamic Workflow This is exactly the kind of problem where Dynamic Workflow is useful. Instead of following a fixed sequence of steps, the agent can investigate, generate hypotheses, run experiments, evaluate the results, and decide what to explore next After about 20 minutes, Claude came back with the answer The id was generated by a python function that combined the record's name with other values to produce the identifier No documentation, no obvious relationship between tables. Just investigation, hypotheses, and verification I recommend using Claude for these kinds of challenges. Give it a difficult problem, the right tools, and room to investigate You might be surprised by what it discovers Frontier Red Team Link: anthropic.com/research/ecdsa…