Internationalization Roll-Out
ChatGPT extracts and drafts keys/phrases; Cursor injects i18n scaffolding and screenshot tests; Antigravity runs locale builds and visual diffs. Provide glossary and fallback policy.
Explore Prompts
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Repo Hygiene Bot
ChatGPT defines style/convention rules; Cursor runs auto-fixes (format/import/order); Antigravity enforces in CI and opens weekly hygiene PRs. Include opt-out rules.
48-Hour Prototype → MVP Sprint
Define a two-day plan where ChatGPT writes the PRD and backlog, Cursor scaffolds the app and tests, Antigravity deploys a preview and runs user-journey checks. Output demo script and next-MVP plan.
Multi-Tenant Hardening Playbook
ChatGPT drafts tenant isolation and access patterns; Cursor adds guard middleware/tests; Antigravity runs seeded tenant simulations and reports leaks. Provide a checklist.
Risk-Weighted Code Review Rubric
ChatGPT builds a rubric (security/data paths higher scrutiny); Cursor enforces templates/checklists; Antigravity blocks merges on missing signals. Output training snippets.
Compliance Evidence Collector (SOC2/GDPR)
ChatGPT maps controls to code/process; Cursor instruments logs/alerts; Antigravity gathers evidence on schedule and exports a binder. Include DSR/retention tests.
Release Train Conductor
ChatGPT plans release trains and backport policy; Cursor automates version bump and CHANGELOG; Antigravity cuts branches/tags and validates artifacts. Provide a train calendar.
Feature Flag Governance Kit
ChatGPT defines naming/expiry rules; Cursor adds audit logs and cleanup jobs; Antigravity reports stale flags each sprint and opens removal PRs. Provide a governance doc.
CI/CD Optimizer with Caching
Have ChatGPT propose pipeline concurrency, caching, and test sharding; Cursor edits YAML/pipelines; Antigravity times stages and suggests cache keys. Output a before/after chart.
Monolith → Microservices Strangler
ChatGPT maps bounded contexts; Cursor scaffolds service shells and gateways; Antigravity shadows and cuts traffic gradually. Include SLOs and rollback plans.
Multilingual SDK Generator
ChatGPT designs API surface and language idioms; Cursor generates SDKs for JS/Python/Go and examples; Antigravity publishes packages and runs smoke tests. Provide versioning rules.
Edge-Case Explorer & Fuzzing
ChatGPT enumerates edge cases; Cursor scaffolds fuzzing harness; Antigravity runs fuzzers in CI and bisects crashes. Output a triage SOP.