OpenAI
GPT-5.5
Thread preview for the GPT-5.5 Research Brief Chat template.
Chat examples
Thread preview for the GPT-5.5 Research Brief Chat template.
GPT-5.5
Chat preview for an executive decision memo prompt in Rivya.
GPT-5.4
Chat preview for Codex release risk in Rivya.
GPT-5.4 Codex
Reference patterns
Response structure
Reference threads, structured outputs, and cross-tool next actions stay visible together so you can study the answer shape before you start.
Selected chat models
A calm starting mix of reasoning, coding, and ideation threads.
OpenAI
Thread preview for the GPT-5.5 Research Brief Chat template.
OpenAI
Chat preview for an executive decision memo prompt in Rivya.
OpenAI
Chat preview for Codex release risk in Rivya.
OpenAI
Chat preview for a Codex refactor scope prompt.
114 examples from 19 models in this showcase.
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Thread preview for the GPT-5.5 Research Brief Chat template.
Structured conversation example for a GPT-5.5 research brief workflow.
Thread preview for a GPT-5.5 market entry brief template.
Structured chat example for a GPT-5.5 market entry strategy brief.
Thread preview for the GPT-5.5 Technical Risk Review template.
Structured chat example for a GPT-5.5 engineering risk review.
Thread preview for the GPT-5.5 Customer Insight Synthesis template.
Structured chat example for customer insight synthesis with GPT-5.5.
Thread preview for the GPT-5.5 Board Update Outline template.
Structured chat example for a GPT-5.5 board update workflow.
Thread preview for the GPT-5.5 Policy Change Impact template.
Structured chat example for a GPT-5.5 policy impact review.
Chat preview for an executive decision memo prompt in Rivya.
Best for strategy reviews, leadership alignment, and clear tradeoff calls.
Conversation preview for Board Meeting Prep Chat.
Useful when a leadership team needs crisp prep before a high-stakes review.
Conversation preview for Cross-Functional Decision Log Chat.
Keeps follow-up work grounded in what was actually decided.
Conversation preview for the Product Strategy Scenario Map prompt.
Good for product bets where demand is real but timing is still uncertain.
Conversation preview for Operating Plan Risk Review.
Useful before a plan becomes a set of overdue tasks.
Conversation preview for Executive Briefing Q&A Chat.
Turns a briefing into the questions a senior audience is likely to ask.
Chat preview for Codex release risk in Rivya.
Best for prelaunch checks, blocker review, and release handoff.
Conversation preview for Codemod Safety Plan Chat.
Plan a codemod with target pattern, exclusions, review sampling, formatting, and rollback strategy.
Conversation preview for Data Contract Migration Chat.
Plan a data contract migration with producer, consumer, compatibility window, validation, and cleanup step.
Conversation preview for the Production Hotfix Brief prompt.
Turn a production issue into a hotfix brief with impact, suspected scope, safe patch, verification, and communication.
Conversation preview for Test Fixture Cleanup Chat.
Clean up test fixtures by identifying what they prove, stale fields, shared helpers, and safe deletion order.
Conversation preview for Technical Debt Priority Chat.
Rank technical debt items by user impact, failure risk, migration pressure, and verification cost.
Chat preview for a Codex refactor scope prompt.
Best for architecture cleanup, boundaries, and avoiding unrelated churn.
Conversation preview for Multi-Repo Change Plan Chat.
Plan a change that touches multiple repos with order, contracts, verification, and rollback boundaries.
Conversation preview for Code Owner Handoff Chat.
Create a code owner handoff with touched files, invariants, known risks, verification, and next owner decision.
Conversation preview for Security Review Questions Chat.
Generate security review questions from a feature note, focusing on auth, storage, user data, and abuse paths.
Conversation preview for CI Failure Triage Chat.
Triage a CI failure by separating changed-file failures, environment failures, flaky tests, and next command.
Conversation preview for Architecture Tradeoff Record Chat.
Write an architecture tradeoff record with context, options, decision, consequences, and revisit trigger.
Structured research brief preview for a chat strategy workflow.
Best for early product ideas, research planning, and founder strategy sessions.
Chat thread preview for a structured research brief template.
Strategy-oriented chat flow with markdown output.
Chat preview for a structured marketing campaign brief prompt.
Best for launch planning, campaign framing, and creative direction handoff.
Chat preview for a meeting decision log prompt.
Best for team meetings, project reviews, and post-call follow-up.
Thread preview for the Rivya chat prompt template Code Review Risk Chat.
Structured conversation example for Code Review Risk Chat.
Thread preview for the Rivya chat prompt template Bug Reproduction Planner Chat.
Structured conversation example for Bug Reproduction Planner Chat.
Chat preview for a Codex test plan prompt.
Best for regression planning, content checks, and release readiness.
Conversation preview for Release Rollback Plan.
Create a rollback plan from release notes with switch points, data risk, owner, and verification commands.
Conversation preview for Performance Regression Hunt Chat.
Turn a performance symptom into likely causes, measurement plan, safe experiments, and rollback triggers.
Conversation preview for Accessibility Regression Review Chat.
Review a UI diff for focus order, target size, reduced motion, labels, and mobile text overflow.
Conversation preview for Integration Test Design Chat.
Design integration tests from a user path, data boundary, failure mode, and verification target.
Conversation preview for Payment Webhook Audit.
Audit a payment webhook path for idempotency, replay safety, credit writes, and customer-visible failure handling.
Chat preview for a Codex diff explanation prompt.
Best for PR summaries, engineering handoff, and review context.
Conversation preview for Frontend State Bug Chat.
Analyze a frontend state bug from symptoms, route changes, stale props, and a minimal reproduction path.
Conversation preview for Auth Flow Edge Case Chat.
Review an auth flow for redirect loops, locale handling, protected route leaks, and test cases.
Conversation preview for Schema Backfill Plan Chat.
Plan a schema backfill with source of truth, dry run, write order, verification, and rollback limits.
Conversation preview for Observability Gap Chat.
Review an incident note for missing logs, metrics, traces, alerts, and a practical instrumentation next step.
Conversation preview for Dependency Upgrade Risk Review.
Review a dependency upgrade for API changes, generated files, browser requirements, and fallback plan.
Chat preview for a code migration plan prompt in Rivya.
Best for repo migrations, compatibility fallbacks, and careful rollout planning.
Conversation preview for Legacy Module Map Chat.
Map a legacy module into responsibilities, callers, data flow, risky assumptions, and a safe first change.
Conversation preview for Failing Test Root Cause Chat.
Turn a failing test log and recent diff summary into likely causes, reproduction steps, and a minimal fix path.
Conversation preview for API Contract Review Chat.
Review an API change for contract drift, caller impact, validation gaps, and rollout notes.
Conversation preview for Database Migration Risk Chat.
Review a database migration plan for data loss risk, backfill order, rollback limits, and verification queries.
Conversation preview for Refactor Ticket Breakdown.
Break a broad refactor request into scoped tickets with owners, risks, and verification per ticket.
Chat preview for a data insight narrative prompt.
Best for weekly metrics reviews, growth updates, and board memo drafts.
Thread preview for the Rivya chat prompt template Sales Objection Handler Chat.
Structured conversation example for Sales Objection Handler Chat.
Thread preview for the Rivya chat prompt template Feature Prioritization with RICE.
Structured conversation example for RICE feature prioritization.
Thread preview for the Rivya chat prompt template Hiring Scorecard Builder Chat.
Structured conversation example for Hiring Scorecard Builder Chat.
Thread preview for the Rivya chat prompt template A/B Test Result Interpretation Chat.
Structured conversation example for A/B Test Result Interpretation Chat.
Conversation preview for Research Evidence Map Chat.
Useful when research, analytics, and sales notes point in different directions.
Chat preview for competitive analysis synthesis.
Best for product marketing, founder research, and positioning reviews.
Thread preview for the Rivya chat prompt template SQL Query Explainer Chat.
Structured conversation example for SQL Query Explainer Chat.
Thread preview for the Rivya chat prompt template SEO Brief Generator Chat.
Structured conversation example for SEO Brief Generator Chat.
Thread preview for the Rivya chat prompt template Survey Insight Cluster Chat.
Structured conversation example for Survey Insight Cluster Chat.
Thread preview for the Rivya chat prompt template Policy Risk Review Chat.
Structured conversation example for Policy Risk Review Chat.
Thread preview for the Rivya chat prompt template Finance Variance Explainer Chat.
Structured conversation example for Finance Variance Explainer Chat.
Chat preview for fast ticket triage in Rivya.
Best for support queues, incident intake, and lightweight customer replies.
Conversation preview for Fast Support Intent Router Chat.
Helps support teams move fast without guessing policy or ownership.
Conversation preview for Meeting Action Cleanup Chat.
Turns scattered meeting language into follow-up the team can actually track.
Conversation preview for Launch Readiness Check Chat.
Best for the last review before a release becomes visible to customers.
Conversation preview for Localization QA Sweep Chat.
Keeps translated product copy from reading like a word-for-word draft.
Conversation preview for Bug Report Normalizer Chat.
Bridges customer language and engineering triage without inventing a cause.
Chat preview for enterprise research synthesis in Rivya.
Best for buyer research, evidence tables, and enterprise workflow decisions.
Conversation preview for Market Signal Synthesis Chat.
Useful when strategy notes mix competitors, customers, and traffic data.
Conversation preview for the Procurement Vendor Scorecard prompt.
Turns scattered vendor notes into a procurement discussion that can move forward.
Conversation preview for User Feedback Theme Map Chat.
Helps product teams turn raw comments into researchable themes.
Conversation preview for Pricing Page Objection Scan Chat.
Useful when pricing copy sounds clear internally but still leaves buyer questions open.
Conversation preview for Quarterly Planning Input.
Helps planning conversations start from tradeoffs instead of a long wishlist.
Chat preview for a structured customer support reply prompt.
Best for support teams, policy-sensitive replies, and customer follow-up drafts.
Thread preview for the Rivya chat prompt template Onboarding Email Sequence Chat.
Structured conversation example for Onboarding Email Sequence Chat.
Thread preview for the Rivya chat prompt template Social Comment Response Chat.
Structured conversation example for Social Comment Response Chat.
Thread preview for the Rivya chat prompt template Sprint Retro Action Chat.
Structured conversation example for Sprint Retro Action Chat.
Conversation preview for CRM Note to Follow-Up Chat.
Turns loose CRM notes into a follow-up that keeps customer and internal needs separate.
Conversation preview for Policy Answer Draft Chat.
Helps support answer policy questions without inventing rules.
Thread preview for the Claude Opus 4.7 Executive Memo Chat template.
Structured conversation example for a Claude Opus 4.7 executive memo workflow.
Thread preview for the Claude Opus 4.7 Product Strategy Memo template.
Structured conversation example for a Claude Opus 4.7 product strategy memo.
Thread preview for the Claude Opus 4.7 Incident Review Memo template.
Structured conversation example for an incident review memo.
Thread preview for the Claude Opus 4.7 Investor Update template.
Structured conversation example for an investor update draft.
Thread preview for the Claude Opus 4.7 Hiring Scorecard template.
Structured conversation example for a hiring scorecard workflow.
Thread preview for the Claude Opus 4.7 Launch Narrative template.
Structured conversation example for a launch narrative workflow.
Chat preview for strategy red-team review in Rivya.
Best for major product bets, launch gates, and assumption checks.
Conversation preview for Trust and Safety Case Review Chat.
Review a sensitive user case for policy fit, missing facts, user impact, and escalation recommendation.
Conversation preview for Compliance Change Impact Chat.
Summarize a compliance change into affected surfaces, owner actions, customer messaging, and open legal questions.
Conversation preview for Leadership Narrative Coach Chat.
Improve a leadership update by tightening the claim, evidence, tradeoff, and ask without making it sound promotional.
Conversation preview for Enterprise Account Plan Chat.
Build an enterprise account plan from notes on stakeholders, use cases, risks, expansion paths, and next meeting goals.
Conversation preview for Research Report Argument Map Chat.
Map a research report into claims, evidence, weak links, counterpoints, and the decision it supports.
Chat preview for a UX research interview script prompt.
Best for discovery interviews, concept tests, and usability research planning.
Chat preview for a scoped product requirements prompt.
Best for feature scoping, product specs, and engineering handoff.
Thread preview for the Rivya chat prompt template API Integration Debug Chat.
Structured conversation example for API Integration Debug Chat.
Thread preview for the Rivya chat prompt template Technical Docs Outline Chat.
Structured conversation example for Technical Docs Outline Chat.
Thread preview for the Rivya chat prompt template Brand Voice Guide Chat.
Structured conversation example for Brand Voice Guide Chat.
Thread preview for the Rivya chat prompt template Investor Update Draft Chat.
Structured conversation example for Investor Update Draft Chat.
Chat preview for board risk briefing in Rivya.
Best for governance updates, launch readiness, and executive risk review.
Conversation preview for Policy Exception Review Chat.
Review an exception request against policy, customer impact, precedent risk, and escalation path.
Conversation preview for Board Narrative Redline Chat.
Redline a board update for vague claims, missing evidence, defensive tone, and unclear asks.
Conversation preview for Sensitive Customer Response Chat.
Draft a careful response for a frustrated customer while separating empathy, facts, limits, and next action.
Conversation preview for Contract Risk Plain-English Chat.
Translate a contract clause into plain-English risk, business impact, and questions for counsel.
Conversation preview for Editorial Brief Quality Gate Chat.
Check an editorial brief for audience clarity, evidence gaps, thin claims, and a useful next step.
Chat preview for a landing page critique prompt with structured conversion feedback.
Best for SaaS landing pages, launch pages, and early conversion reviews.
Thread preview for the Rivya chat prompt template Ad Variant Critique Chat.
Structured conversation example for Ad Variant Critique Chat.
Thread preview for the Rivya chat prompt template Video Script Critique Chat.
Structured conversation example for Video Script Critique Chat.
Conversation preview for Docs Page Outline Chat.
Turn product notes into a help-center outline with user goal, prerequisites, steps, edge cases, and related links.
Conversation preview for UX Copy Clarity Pass Chat.
Review interface copy for unclear action labels, overloaded helper text, and missing user outcome.
Conversation preview for Customer Interview Follow-Up Chat.
Create follow-up questions from an interview note without leading the customer or confirming your own theory.
Chat preview for concise response drafting in Rivya.
Best for inbox replies, support follow-up, and calm operational communication.
Conversation preview for Short Reply Tone Fix Chat.
Useful when a reply is technically correct but too abrupt for a customer.
Conversation preview for Support Macro Tightener Chat.
Keeps repeated support replies useful without expanding policy claims.
Lightweight Legal Redline chat preview cover.
Preview for Lightweight Legal Redline, focused on input context, structured reply, and actionable next steps.
Customer Objection Cluster chat preview cover.
Preview for Customer Objection Cluster, focused on input context, structured reply, and actionable next steps.
Weekly Exec Status Synthesis chat preview cover.
Preview for Weekly Exec Status Synthesis, focused on input context, structured reply, and actionable next steps.
Start with the threads, then use prompt templates that echo the same answer shape, pacing, or tool flow.