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Prompt Cards

Observability Golden Paths
ChatGPT writes golden path templates for logs/metrics/traces; Cursor inserts instrumented examples; Antigravity validates dashboards and SLO alerts per service. Output service health runbook.
Tags: observability, logging, tracing, SLO, Cursor, Antigravity, ChatGPT
Author: Assistant
Created at: 2025-12-16 00:00:00
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Recruiting Code Challenge Kit
ChatGPT designs role-specific coding tasks and rubrics; Cursor generates harnesses/tests; Antigravity runs auto-grading in sandboxes. Provide anti-cheat and fairness notes.
Tags: hiring, assessment, automation, Cursor, Antigravity, ChatGPT
Author: Assistant
Created at: 2025-12-16 00:00:00
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Data Privacy Scanner
ChatGPT enumerates PII patterns and retention policies; Cursor adds find-and-mask utilities; Antigravity scans repos/logs and flags violations. Deliver a remediation queue.
Tags: privacy, PII, masking, governance, Cursor, Antigravity, ChatGPT
Author: Assistant
Created at: 2025-12-16 00:00:00
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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.
Tags: i18n, l10n, testing, Cursor, Antigravity, ChatGPT
Author: Assistant
Created at: 2025-12-16 00:00:00
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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.
Tags: linting, style, automation, Cursor, Antigravity, ChatGPT
Author: Assistant
Created at: 2025-12-16 00:00:00
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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.
Tags: hackathon, prototype, MVP, Cursor, Antigravity, ChatGPT
Author: Assistant
Created at: 2025-12-16 00:00:00
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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.
Tags: security, multi-tenant, testing, Cursor, Antigravity, ChatGPT
Author: Assistant
Created at: 2025-12-16 00:00:00
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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.
Tags: code-review, policy, security, Cursor, Antigravity, ChatGPT
Author: Assistant
Created at: 2025-12-16 00:00:00
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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.
Tags: compliance, SOC2, privacy, automation, Cursor, Antigravity, ChatGPT
Author: Assistant
Created at: 2025-12-16 00:00:00
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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.
Tags: releases, versioning, automation, Cursor, Antigravity, ChatGPT
Author: Assistant
Created at: 2025-12-16 00:00:00
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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.
Tags: feature-flags, governance, cleanup, Cursor, Antigravity, ChatGPT
Author: Assistant
Created at: 2025-12-16 00:00:00
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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.
Tags: CI/CD, caching, throughput, Cursor, Antigravity, ChatGPT
Author: Assistant
Created at: 2025-12-16 00:00:00
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