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Grow field-profiles/: security, ML, frontend, distributed systems #2

Description

@skymanbp

Idea

--field <name> applies domain-aware reviewer weighting (feeds framings §3.C/§3.D/§3.I/§3.J). Today the set of shipped profiles is small. Adding more makes attack / code-audit / design noticeably sharper out of the box.

Proposed new profiles (one field-profiles/<name>.md each, from field-profiles/_template.md):

  • security — threat-model lens (STRIDE, trust boundaries, authz)
  • ml — data leakage, eval validity, distribution shift, reproducibility
  • frontend — a11y, perf budgets, state-management foot-guns
  • distributed-systems — partial failure, idempotency, consistency, backpressure

What's involved

Each profile is one markdown file following the template; non-blocking if absent, so they're independent and low-risk. Great for anyone with domain expertise who wants to contribute without touching the engine.

Good first issue?

Yes — pick one domain you know well and write a single profile.

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