anthonylee991 verified

Writes an implementation plan with small steps, exact files to touch, and verification commands. Use before making non-t...

Implements reliable automations in Python for REST APIs: httpx/requests patterns, retries, timeouts, pagination, typing,...

Reviews changes for correctness, edge cases, style, security, and maintainability with severity levels (Blocker/Major/Mi...

Builds reliable automations that integrate with REST APIs: auth, pagination, retries, rate limits, idempotency, webhooks...

Systematic debugging: reproduce, isolate, form hypotheses, instrument, fix, and add regression tests. Use when troublesh...

Produces a structured brainstorm: goals, constraints, risks, options, recommendation, and acceptance criteria. Use befor...

Applies tests-first discipline (red/green/refactor) and adds regression tests for bugs. Use when implementing features,...

Finalizes work: runs verification, summarizes changes, notes follow-ups, and ensures repo hygiene. Use at the end of an...

Enforces a disciplined workflow for coding, debugging, refactoring, and automation: brainstorm -> plan -> implement with...