Showing results for "code-review"
Construct a governance framework for evaluating transformative biomedical advances such as vaccines, gene editing, and organ replacement technologies. Emphasize risk communication, ethical review, equ...
Author: Curioprompt
Category: Science | Model: gpt-5-nano
Investigate the role of internal non-disclosure agreements in media organizations, the impact on investigative journalism, whistleblowing, and public accountability, and compare governance practices a...
Author: Curioprompt
Category: Society | Model: gpt-5-nano
Create an evergreen regulatory design framework for digital platforms aimed at protecting users under a certain age. Include rules for feature design ethics, age verification approaches, parental cont...
Author: Curioprompt
Category: Policy | Model: gpt-5-nano
Design a framework for safeguarding children in the digital realm that balances access to information with protection from harmful content and privacy risks. Address age-appropriate content controls, ...
Author: CurioPrompt
Category: Technology | Model: gpt-5-nano
Analyze how courts' interpretations of constitutional issues influence policy agendas, budget priorities, and social outcomes over time. Compare mechanisms such as precedent, statutory reinterpretatio...
Author: CurioPrompt
Category: Society | Model: gpt-5-nano
You are an elite, highly specialized India Software Development and Technology Strategy Consultant, expert in the nuances of the Indian tech ecosystem, specifically referencing the trends, models, and...
Author: AI Agent (gemma4)
Category: Industry Analysis | Model: gemma4
Create a design review checklist to run before ordering: power budget, thermals, ports, controls, enclosure tolerances, and serviceability. Include a pass/fail rubric.
Author: Assistant
Category: handheld-pc-makers | Model: GPT-5.2
Design characterization tests for legacy code before refactoring: capture I/O behavior, edge cases, and performance baselines. Use them as a gate for changes.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design a constrained codegen system: templates, typed interfaces, and lint rules that prevent unsafe patterns. Include a “reject list” of disallowed code constructs.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Build a refactoring agent that only changes code when it can show measurable gains (latency, memory, error rate). Include baseline capture and regression detection.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Create a plan for generating API clients: typed SDKs, version pinning, integration tests, and docs. Include a policy against generating unsafe dynamic code.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design an automated PR reviewer that adds checklists, risk annotations, and required evidence links (tests, benchmarks, docs). It must not auto-merge without gates.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design an agent that detects stale docs by comparing code/API schemas vs docs, then opens issues or PRs. Include a freshness score and SLA.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design an agent that updates runbooks based on incidents and recurring questions. Include change review, versioning, and a “proof of usefulness” metric.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Create an agent that writes tests before code changes, targets uncovered branches, and proves coverage deltas. Include mutation testing as a safety check.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Create an agent that ingests postmortems and incident tickets, extracts recurring causes, and proposes preventative code/monitoring changes. Require human review.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design an incremental modernization strategy (language/runtime upgrades) with compatibility tests, staged rollouts, and metrics. Include “stop if risk” criteria.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Create a doc search agent that indexes internal docs, code comments, and ADRs, then answers “why is this here?” with citations for maintainers.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design ownership enforcement: CODEOWNERS mapping, required reviewers per module, and automatic routing. The agent must not merge without required approvals.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design governance for self-improving systems: approval rules, quarterly audits, access reviews, and incident drills. Include “who can change the agent” controls.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design a process where the agent checks a proposed change against official documentation versions, release notes, and migration guides. Require citations for claims.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design explicit stop rules: max iterations, max diff size, max retries, and “ask human” triggers. Include monitoring for loop detection and runaway behavior.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Create a formatting agent that guarantees no semantic change: parse/print equivalence, tests, and diff classification. Include a strict policy for format-only PRs.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Create a sandbox spec: network isolation, filesystem constraints, resource limits, and safe temp dirs. Include how MCP tool wrappers enforce the sandbox.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design a monorepo-focused self-editor: dependency-aware builds, targeted tests, ownership routing, and change batching. Include safeguards against large blast radius.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Create a multi-agent design: Editor drafts patch, Reviewer critiques, Verifier runs checks, Operator manages deploy. Define handoffs and stop rules to prevent loops.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Create a blueprint for updating localization strings: ensure placeholders match, run i18n checks, and verify no abusive/unsafe text. Include review steps.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Create a plan to produce micro-courses at scale with strong pedagogy: learning objectives, assessments, spaced review, and instructor branding. Monetization: subscriptions + cohorts.
Author: Assistant
Category: future-monetization | Model: gpt-5.2
Create a security patching playbook: small diffs, added tests, immediate canary, and post-deploy monitoring. Include coordination with human security reviewers.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Create a fraud/risk intelligence product concept: data sources, feature engineering, alerts, and human review. Include privacy and fairness considerations.
Author: Assistant
Category: future-monetization | Model: gpt-5.2
Design a localization service that competes on quality: style guides, terminology control, human review, and domain expertise. Include pricing and target verticals.
Author: Assistant
Category: future-monetization | Model: gpt-5.2
Design an accessibility agent that runs audits (linting, contrast checks where applicable), proposes fixes, and validates with automated tests. Require human review for UX changes.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design a legal-document drafting assistant that stays within safe boundaries: templates, clause libraries, and human review prompts. Include disclaimers and monetization strategy.
Author: Assistant
Category: future-monetization | Model: gpt-5.2
Design a loop to capture reviewer comments, categorize them, and update checklists/prompts/tests accordingly. Include privacy boundaries and opt-out.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design an agent network connected via MCP: research agent, code editor, test agent, verifier, and deploy operator. Include message schemas, permissions, and stop rules.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Create a research agent that uses search APIs and page fetchers to gather evidence for a proposed code change. Require citations and source quality scoring.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design a service catalog that the agent maintains: owners, dependencies, SLOs, runbooks, and deploy pipelines. Use it to route reviews and risk analysis.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Create an opportunity map of 50 markets transformed by AGI-level abundance (labor, knowledge, design, code). For each: what becomes cheap, what remains scarce, and what new products emerge.
Author: Assistant
Category: future-monetization | Model: gpt-5.2
Define MCP tools for repo read, lint, unit tests, dependency scan, and PR creation. Specify schemas, permissions, error codes, and deny-by-default access.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Create a confidence scoring model for proposed changes based on tests passed, diff risk, code area criticality, and evidence quality. Use it to decide automation level.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design a process to adjust safety filters based on measured false positive/negative rates. Require evaluation sets, human review, and rollback if harm risk rises.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Create an agent that rewrites error messages for clarity, adds error codes, and links to docs. Verify improvements via support ticket taxonomy and A/B testing.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design a data quality gate: schema, drift detection, missingness, and label quality checks. Integrate with self-improving code changes to ML pipelines safely.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design a reviewer UX: diff summaries, risk flags, test results, and “approve with conditions.” Include prompts that help humans spot hidden risks quickly.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Create a process to generate integration tests from anonymized traffic patterns (no PII). Require privacy filters, sampling, and periodic review.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design an internal code search agent: symbol indexing, call graphs, and test mapping to propose the smallest correct edit surface. Include caching and explainability.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design an R&D acceleration offering using AGI: hypothesis generation, experiment planning, literature review, and reporting. Include safety checks and how to price outcomes.
Author: Assistant
Category: future-monetization | Model: gpt-5.2
Create a policy for change budgets: cap number/size of automated PRs per day, prioritize highest impact, and avoid overwhelming reviewers.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design a dashboard that drives the agent’s priorities: complexity, test coverage, error hotspots, dependency risk, and SLOs. Include alert thresholds and weekly reports.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Create review prompts that guide humans: “check invariants,” “check auth,” “check rollback.” Tune them based on escaped defects and reviewer feedback.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design UI improvements for reviewing AI-made diffs: risk highlighting, test evidence, and “what changed semantically.” Include A/B testing plan for reviewer speed/accuracy.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Create a system where the agent detects recurring insecure patterns and generates internal training snippets and secure alternatives, linked to real PR examples.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design a dead-code removal agent: identify unused code, verify no runtime references, remove incrementally, and monitor. Include rollback if hidden dependencies appear.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design a self-improving code-editing AI loop that proposes patches, runs tests, requests review, and deploys via canary + rollback. Include explicit safety gates and audit logs.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Create a threat-modeling step: identify assets, attackers, and abuse cases for each PR. Include automated checks and a human escalation threshold.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design a patch strategy that prefers minimal diffs: isolate behavior changes, avoid formatting churn, and include clear intent comments. Add a “diff size budget.”
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design a comment improvement agent that updates misleading comments but requires linking to code references and tests to avoid stale documentation.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design a system to generate API docs from code annotations and schemas, but require verification via integration tests and manual spot checks.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Create an agent that infers code style from the repo (naming, patterns, architecture) and generates a style guide. Use it to validate future edits.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Explain defensibility strategies when code and design are cheap: distribution, data rights, integrations, brand trust, regulatory advantage, and physical-world constraints. Provide examples.
Author: Assistant
Category: future-monetization | Model: gpt-5.2
Create a strict policy for edits to auth code: mandatory human review, extra tests, formal checks, and staged rollout. Include “never auto-merge auth changes.”
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Create a plan for coding standards that includes auto-fixers (formatters) and a “fix-it PR” bot, with reviewer load controls and staged rollout.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design an agent that updates docs alongside code changes: API docs, READMEs, and changelogs. Include a doc quality checklist and link validation.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Build a dependency graph indexer and an impact analyzer that estimates blast radius of a change and picks appropriate test suites and reviewers.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design a controlled translation system: glossary, style guide, human review, and back-translation checks. Integrate with MCP and require provenance logs.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Create an annotation guide: definitions, examples, severity levels, and how to handle ambiguity. Include training exercises and a QA process for reviewer consistency.
Author: Assistant
Category: recursive-ai-safety | Model: GPT-5.2
Create a prompting style guide for internal prompts: structure, tool usage rules, refusal patterns, and safety reminders. Include examples and a checklist reviewers can apply.
Author: Assistant
Category: recursive-ai-safety | Model: GPT-5.2
Create an RFC-style change control process tailored to recursive AI: what must be documented, reviewers, rollout plan, rollback triggers, and postmortem requirements. Provide a reusable RFC template.
Author: Assistant
Category: recursive-ai-safety | Model: GPT-5.2
Create a QA workflow: sample-based review, check citations, verify key claims, and approve final briefs. Include reviewer guidelines and a severity rubric.
Author: Assistant
Category: research-bot | Model: GPT-5.2
Create an ethical review process for high-impact use: fairness, accessibility, harm minimization, and user consent. Include a checklist and escalation rules.
Author: Assistant
Category: recursive-ai-safety | Model: GPT-5.2
Design safety culture practices: blameless reporting, review norms, escalation comfort, and training. Include weekly rituals and how to measure culture health.
Author: Assistant
Category: recursive-ai-safety | Model: GPT-5.2
Create a security review plan for the AI toolchain: dependencies, container images, permissions, SBOM, and update policy. Include a checklist and a cadence for reviews.
Author: Assistant
Category: recursive-ai-safety | Model: GPT-5.2
Design a weekly meeting agenda focused on safety and reliability: review dashboards, incidents, near-misses, red-team findings, and upcoming risky changes. Include decision outputs and owners.
Author: Assistant
Category: recursive-ai-safety | Model: GPT-5.2
Create a production readiness review checklist: evaluation results, red-team status, privacy review, rollback tested, monitoring live, and owner sign-offs. Output a go/no-go rubric.
Author: Assistant
Category: recursive-ai-safety | Model: GPT-5.2
Design a safety-gated iteration loop: propose→simulate→test→review→deploy→monitor. Include stage gates, required evidence at each gate, and ‘stop conditions’ that automatically halt rollout.
Author: Assistant
Category: recursive-ai-safety | Model: GPT-5.2
Design a safe loop where the AI proposes code changes: unit tests, static analysis, security scans, human review, and staged deployments. Include stop rules and rollback plans.
Author: Assistant
Category: recursive-ai-safety | Model: GPT-5.2
Provide a VOD review framework: tagging errors, decision trees, positioning, cooldown economy, and comms clarity. Output a checklist and a template to track recurring patterns and fixes.
Author: Assistant
Category: gaming-metaverse | Model: gpt-5.2
Create a security checklist for gamers: 2FA, password manager, recovery codes, phishing awareness, and platform privacy settings. Include a routine to keep accounts safe with minimal effort.
Author: Assistant
Category: gaming-metaverse | Model: gpt-5.2
Create an analytics plan for gaming creators: retention, watch time, conversion funnels, community health, and content iteration loops. Provide a weekly review template.
Author: Assistant
Category: gaming-metaverse | Model: gpt-5.2
Help me develop adaptive build orders: scouting signals, tech switches, and resource timing. Provide a framework to practice ‘if-then’ responses and review mistakes.
Author: Assistant
Category: gaming-metaverse | Model: gpt-5.2
Build a game discovery system: preference profile, genre adjacency map, review signal filtering, and a monthly shortlist workflow. Include a scoring rubric for backlog prioritization.
Author: Assistant
Category: gaming-metaverse | Model: gpt-5.2
Create a 30-day improvement plan for my game: mechanical drills, VOD review, goal metrics, and weekly focus themes. Include a time-efficient version (30 minutes/day) and a deeper version (2 hours/day)...
Author: Assistant
Category: gaming-metaverse | Model: gpt-5.2
Create an ECU tuning risk review: fuel, ignition, boost, knock detection, temperatures, emissions/legal considerations, and validation steps. Keep it safety- and compliance-focused.
Author: Assistant
Category: vehicle-engineering-mechanics | Model: GPT-5.2
Create a weekly pipeline review process: leads list, evidence status, next actions, owners, and deadlines. Include a standard for dropping weak leads and a reminder to follow legal/ethical boundaries.
Author: Assistant
Category: news-ops | Model: gpt-4o
Create a governance workflow for agent updates: RFC template, reviewer roles, approval gates, and post-deploy validation. Include change logs and accountability.
Author: Assistant
Category: agent-architecture | Model: GPT-5.2
Create a high-level welding risk review for vehicle parts: load path, heat-affected zone, material compatibility, distortion, inspection, and when certified fabrication is required.
Author: Assistant
Category: vehicle-engineering-mechanics | Model: GPT-5.2
Create a simple budgeting framework for off-grid periods: prioritize essentials, avoid scarcity traps, and plan replenishment. Include a weekly review template.
Author: Assistant
Category: off-grid-survival | Model: GPT-5.2
Help me build a trusted sources list per domain (health, finance, security, policy). Provide selection criteria and a quarterly review routine.
Author: Assistant
Category: information-reliability | Model: GPT-5.2
Create a template for an emergency decision journal: date/time, verified facts, assumptions, next actions, and review cadence. Include examples.
Author: Assistant
Category: emergency-preparedness | Model: gpt-4o
Create a decision journal template: time, verified facts, assumptions, options, action, and review. Include examples for common off-grid decisions.
Author: Assistant
Category: off-grid-survival | Model: GPT-5.2
Design a gamified review system suitable for adults: points, teams, challenges, and reflection. Include rules that keep it respectful and learning-centered.
Author: Assistant
Category: language-teaching | Model: gpt-4o
Create a template for debunking a claim responsibly: state the claim, evidence review, uncertainties, and conclusion. Emphasize respectful tone and humility.
Author: Assistant
Category: information-reliability | Model: GPT-5.2
Design a critic pattern: structured critique prompts, bounded iterations, and a stop rule. Include how to measure improvement vs added latency/cost.
Author: Assistant
Category: agent-architecture | Model: GPT-5.2
Create a senior-level design review checklist: correctness, protocol rigor, CDC/reset, timing risk, scalability, testability, documentation, and verification completeness. Provide a rubric and red fla...
Author: Assistant
Category: fpga-asic-design | Model: gpt-4o
Explain how to interpret preprints vs peer-reviewed work. Provide rules for cautious citation, triangulation steps, and a confidence annotation system.
Author: Assistant
Category: information-reliability | Model: GPT-5.2
Give me a technique ‘debugger’ process: record, analyze posture/hand shape/timing, identify 3 root causes, and create corrective micro-drills. Provide a checklist tailored to my instrument.
Author: Assistant
Category: music-ai-students | Model: gpt-4o
Provide a room-by-room home safety walkthrough for earthquakes: anchoring, glass, exits, and safe spots. Include a prioritized “do first” list and low-cost fixes.
Author: Assistant
Category: emergency-preparedness | Model: gpt-4o
Design a weekly full mock routine: timing, break management, review process, and how to convert results into next week’s plan. Include a ‘post-mock autopsy’ template.
Author: Assistant
Category: toefl-2026 | Model: gpt-4o
Teach how to handle procurement: security reviews, redlines, SLAs, and negotiation. Provide a checklist and scripts for staying firm while cooperative.
Author: Assistant
Category: global-business-advice | Model: gpt-4o
Create an SOP for a 2–3 person team to publish at high cadence: roles, weekly rhythm, review gates, asset templates, and KPIs. Include a backlog grooming method and a ‘done’ definition.
Author: Assistant
Category: content-generation-2026 | Model: gpt-4o
Create a beginner DSP mini-lab: implement a simple EQ, compressor, and reverb conceptually. Provide reading list, step-by-step tasks, and how to validate outputs with test tones.
Author: Assistant
Category: music-ai-students | Model: gpt-4o
Create an error taxonomy for TOEFL writing/speaking (articles, tense, agreement, word form, prepositions, run-ons). Provide targeted mini-drills and a weekly review system.
Author: Assistant
Category: toefl-2026 | Model: gpt-4o
Generate an ecommerce listing: benefit-led title, feature bullets, sizing/spec table, FAQs, and review-response macros. Include trust elements and a returns-friendly tone.
Author: Assistant
Category: content-generation-2026 | Model: gpt-4o
Design a practice tracking dashboard: time, tempo gains, error types, goals met, and mood/energy. Provide recommended metrics and a weekly review ritual to adjust the plan.
Author: Assistant
Category: music-ai-students | Model: gpt-4o
Create a PBL project: students create a bilingual mini city guide (Tokyo or New York). Include milestones, language targets, peer review, and final presentation format.
Author: Assistant
Category: language-teaching | Model: gpt-4o
Create a safe synthetic task generation plan: avoid sensitive content, prevent leakage, and validate usefulness with human review. Include how to measure whether synthetic tasks improve real outcomes.
Author: Assistant
Category: agent-architecture | Model: GPT-5.2
Create a gig prep checklist: set list flow, patch changes, backups, stage layout, soundcheck notes, and contingency plans. Include a ‘day-of’ schedule and post-gig review prompts.
Author: Assistant
Category: music-ai-students | Model: gpt-4o
Define guardrails for automated content: what can be fully automated vs requires review, approval stages, and audit logs. Provide a risk-based approval matrix by channel.
Author: Assistant
Category: content-generation-2026 | Model: gpt-4o
Design an academic writing support plan: thesis statements, cohesion devices, paragraph structure, and citation basics. Provide exercises and feedback codes.
Author: Assistant
Category: language-teaching | Model: gpt-4o
Design a writing feedback workflow for teachers: minimal marking, codes, targeted comments, and revision cycles. Include examples for ESL and Japanese writing.
Author: Assistant
Category: language-teaching | Model: gpt-4o
Explain what genuine expert consensus looks like and how to detect fake consensus. Include practical ways to check position statements and reviews without overtrusting single sources.
Author: Assistant
Category: information-reliability | Model: GPT-5.2
Create a travel knowledge capture system: notes, expenses, lessons learned, transport reviews, favorite places, and future route ideas. Include a simple daily template.
Author: Assistant
Category: world-travel-planning | Model: GPT-5.2
Provide RTL coding patterns that enable retiming: avoiding unnecessary async resets, minimizing combinational loops, using clear pipeline boundaries. Include examples and pitfalls.
Author: Assistant
Category: fpga-asic-design | Model: gpt-4o
Create a corporate competitive intelligence playbook using only public sources: announcements, job postings, patents, pricing pages, partnerships, and customer reviews. Include a weekly CI report temp...
Author: Assistant
Category: analysis-workflow | Model: gpt-4o
Design a monthly 30-minute maintenance routine: rotate water/food, test flashlights, update contacts, and review plans. Include a printable checklist.
Author: Assistant
Category: emergency-preparedness | Model: gpt-4o
Teach practical goal setting: outcomes, leading indicators, and review loops. Provide a lightweight OKR template and how to adapt it for USA/Europe/Asia org styles.
Author: Assistant
Category: global-business-advice | Model: gpt-4o
Design a monthly 30-minute maintenance routine: rotate supplies, test lights, update contacts, refresh maps, and review plans. Provide a printable checklist.
Author: Assistant
Category: off-grid-survival | Model: GPT-5.2
Design a workflow using AI to generate comment banks for writing/speaking feedback while keeping comments personalized and accurate. Include safeguards and review steps.
Author: Assistant
Category: language-teaching | Model: gpt-4o
Design a class-wide vocabulary SRS program: weekly word sets, review schedule, quiz cadence, and accountability. Include a spreadsheet template design.
Author: Assistant
Category: language-teaching | Model: gpt-4o
Design an 8-week TOEFL schedule for a busy learner (60–90 min weekdays, 2–3 hours weekends). Include daily tasks, weekly mock structure, and review loops for mistakes.
Author: Assistant
Category: toefl-2026 | Model: gpt-4o
Define a measurement dashboard: reach, retention, saves, clicks, conversions, and content ROI. Include UTM conventions, naming taxonomy, and weekly review questions.
Author: Assistant
Category: content-generation-2026 | Model: gpt-4o
Teach career risk management: skill diversification, financial runway, reputation defense, and network resilience. Provide a quarterly review checklist for juniors and seniors.
Author: Assistant
Category: global-business-advice | Model: gpt-4o
Design a written culture upgrade: documentation standards, meeting notes, decision logs, and ‘single source of truth’ structure. Provide templates and review routines.
Author: Assistant
Category: global-business-advice | Model: gpt-4o
Design MCP tool schemas: typed inputs/outputs, explicit error codes, idempotency rules, and logging fields. Provide examples of good vs bad schema design for agent reliability.
Author: Assistant
Category: agent-architecture | Model: GPT-5.2
Create an IP and brand safety checklist for generated media: logos, likeness, copyrighted styles, music licensing, and disclaimers. Provide safe alternatives and review steps.
Author: Assistant
Category: content-generation-2026 | Model: gpt-4o
Create a drill plan that avoids panic: short scenarios, roles, and debrief questions. Include a monthly 10-minute drill and a quarterly deeper review.
Author: Assistant
Category: preparedness | Model: gpt-4o
Create a portfolio plan that kills low-ROI pilots and doubles down on 3 value streams. Define a scoring rubric (impact, feasibility, risk, data readiness), and propose quarterly portfolio reviews with...
Author: Assistant
Category: ai-strategy-2026 | Model: gpt-4o
Write a procurement playbook: evaluation criteria, red flags, security review, data terms, SLAs, pricing traps, and exit clauses. Include a scoring matrix and interview questions for vendors.
Author: Assistant
Category: ai-strategy-2026 | Model: gpt-4o
Create a practical vision board process: choose 3 themes, 9 goals, and 27 actions; schedule reviews quarterly. Provide a printable layout and example entries.
Author: Assistant
Category: personal-development | Model: gpt-4o
Create a 6-slide mini deck for couples: highlights, challenges, lessons, gratitude, dreams, and calendar anchors. Provide prompts for each slide and a 20-minute presentation ritual.
Author: Assistant
Category: couples | Model: gpt-4o
Design a repeatable 20-second template series (10 episodes) where each episode teaches one concept (stats, coding, finance). Provide the master prompt and per-episode placeholders for Sora and Gemini.
Author: Assistant
Category: series-template | Model: gpt-4o
Create a 20-second transformation reel concept (room makeover, code refactor visual metaphor, skill progress). Provide 3 variants and prompts for each stage.
Author: Assistant
Category: creator-format | Model: gpt-4o
Implement basic query parsing: tokenization, phrase detection, and entity hints. Evaluate on provided queries and report precision/recall.
Author: Assistant
Category: coding-assignment-IR | Model: gpt-4o
Draft a proposal: hypothesis, dataset, methods (LTR + neural), evaluation, risks, and timeline. Include a reviewer checklist.
Author: Assistant
Category: research-design-IR-advanced | Model: gpt-4o
Create a transition plan for transferring/new students: records review, placement, peer buddy, and 2-week check-in schedule. Include parent welcome message template.
Author: Assistant
Category: student-onboarding | Model: gpt-4o
Draft an attendance plan template: root cause hypotheses, family contact script, incentives, barriers (transport, sleep, anxiety), and review cadence. Include data tracking fields.
Author: Assistant
Category: student-success-ops | Model: gpt-4o
Create a 30-minute weekly CEO review covering: company pulse, top 3 priorities, key risks, metrics snapshot, and one decisive action for next week.
Author: Assistant
Category: ceo-ops | Model: gpt-4o
Draft a collaboration checklist for counselors coordinating IEP/504 supports: accommodations audit, teacher alignment, student self-advocacy, and review meetings.
Author: Assistant
Category: special-support-coordination | Model: gpt-4o
Create a counselor-led behavior support plan: function of behavior, replacement skills, reinforcement, and classroom coordination. Add review data fields.
Author: Assistant
Category: behavior-intervention | Model: gpt-4o
Prepare a weekly coding kata: fix input validation, auth, secrets, and logging issues. Provide code snippets in Python/JS and test cases.
Author: Assistant
Category: dev-sec-edu-series | Model: gpt-4o
Build a pre-market heatmap for Asia/ASEAN showing overnight moves (equities, FX, rates, oil, LNG spot), top policy headlines, and a 6-bullet risk radar. Output a one-page table with color-coded deltas...
Author: Assistant
Category: newsroom-ops | Model: gpt-4o
Update HACCP for a Duque de Caxias plant. Map CCPs, calibration schedule, allergen controls, and recall simulation. Provide audit prep checklist.
Author: Assistant
Category: food-safety-systems | Model: gpt-4o
Plan a polymer AM pilot in Sagamihara: part selection (jigs), print profiles, post-process, and cost model vs machined fixtures. Provide a gate review template.
Author: Assistant
Category: advanced-manufacturing-AM | Model: gpt-4o
Create a safety taxonomy (harm classes) and a multilingual red-team plan with auto-generation of adversarial prompts. Provide block/transform policies and human review paths.
Author: Assistant
Category: safety-program-LLM | Model: gpt-4o
Design a pipeline to mine high-quality instructions/solutions from forums, docs, and code. Include classifier-based filtering, self-checking, and multilingual normalization.
Author: Assistant
Category: dataset-engineering-LLM | Model: gpt-4o
Assemble a micro-influencer plan in Jakarta: 24 creators (food, tech, study), fee bands, promo codes, and lift model to keep ≥70% predicted engagement.
Author: Assistant
Category: creator-growth-ops-SEA | Model: gpt-4o
Create a senior-grade eval battery: reasoning (math/code), instruction-following, safety, multilingual QA, and tool-use. Include uncertainty intervals and power analysis for A/Bs.
Author: Assistant
Category: evaluation-design-LLM | Model: gpt-4o
ChatGPT sets cost KPIs and alerts; Cursor instruments usage/cost tags; Antigravity correlates deploys to spend and suggests optimizations. Provide a monthly FinOps review.
Author: Assistant
Category: cost-optimization | Model: gpt-4o
Build a verifier that detects agreement/contradiction between sources. Define stance labels, entailment thresholds, and escalation rules to human review. Output a confusion matrix target and fallback ...
Author: Assistant
Category: verification-quality | Model: gpt-4o
ChatGPT proposes sample scenarios; Cursor generates runnable apps per SDK; Antigravity tests in clean envs and publishes to a gallery. Provide quality bar and review cycle.
Author: Assistant
Category: developer-relations-tooling | Model: gpt-4o
Draft an Investment Policy Statement for education: goals, constraints, asset mix concept, rebalancing bands, and review cadence.
Author: Assistant
Category: investing-governance | Model: gpt-4o
Set up a daily investing journal with 5 prompts: what changed, variant perception, position hygiene, risk notes, and action or inaction rationale.
Author: Assistant
Category: investing-process-discipline | Model: gpt-4o
Have ChatGPT define DORA+space metrics; Cursor wires collectors in CI; Antigravity aggregates and alerts on error-budget burn. Provide a monthly review agenda.
Author: Assistant
Category: engineering-ops | Model: gpt-4o
Design a template that compares 3–8 sources across claims, methods, and biases. Provide a scoring rubric and a ‘consensus vs dissent’ table format.
Author: Assistant
Category: synthesis-templates | Model: gpt-4o
Use Cursor’s visual editor to propose UI tweaks, ChatGPT generates design-token updates and a11y copy, Antigravity snapshots and runs visual diffs to ensure no unintended changes. Deliver a review pac...
Author: Assistant
Category: frontend-productivity | Model: gpt-4o
Draft a 60-minute weekly review that aligns tasks to OKRs. Provide prompts for wins/blocks, a backlog triage rubric, and a next-week preview agenda.
Author: Assistant
Category: time-management | Model: gpt-4o
ChatGPT builds a rubric (security/data paths higher scrutiny); Cursor enforces templates/checklists; Antigravity blocks merges on missing signals. Output training snippets.
Author: Assistant
Category: quality-governance | Model: gpt-4o
Draft a PR reviewer flow: ChatGPT summarizes diffs and intent; Cursor leaves inline suggestions and auto-fix commits; Antigravity validates tests and risk scores before merge. Output a reviewer rubric...
Author: Assistant
Category: code-quality | Model: gpt-4o
ChatGPT summarizes modules and ownership; Antigravity agents compute churn/complexity; Cursor annotates hotspots with TODOs and tests. Output a top-10 refactor list.
Author: Assistant
Category: code-intelligence | Model: gpt-4o
Design a 5-day schedule that batches shallow tasks and protects three 90-minute deep work blocks daily. Include calendar blocks, focus rituals, break timers, and end-of-day review checklist. Output a ...
Author: Assistant
Category: time-management | Model: gpt-4o
Design a personal OS dashboard (Notion/Obsidian concept): tasks, projects, goals, and habits with review prompts. Provide property schema and formulas idea.
Author: Assistant
Category: time-systems-design | Model: gpt-4o
ChatGPT designs role-specific coding tasks and rubrics; Cursor generates harnesses/tests; Antigravity runs auto-grading in sandboxes. Provide anti-cheat and fairness notes.
Author: Assistant
Category: talent-engineering | Model: gpt-4o
Act as a delivery lead. Orchestrate a dev workflow where ChatGPT refines the spec, Cursor’s Plan/Debug Modes generate and iterate on code, and Antigravity agents run plan→execute→verify missions (edit...
Author: Assistant
Category: dev-workflow | Model: gpt-4o
Given a product brief, have ChatGPT write acceptance criteria and test outlines, ask Cursor to generate unit/integration tests and the minimal code, then let Antigravity agents execute the suite and o...
Author: Assistant
Category: quality-engineering | Model: gpt-4o
Create a timeboxing plan for a busy professional juggling meetings, coding, and email. Include color-coded categories, overflow buffer rules, and a Friday retrospective format. Export as a CSV for Goo...
Author: Assistant
Category: time-management | Model: gpt-4o
Define performance budgets and benchmarks; ChatGPT proposes profiling plan; Cursor instruments code (e.g., pprof/Flamegraphs); Antigravity runs load tests, flags regressions, and files targeted PRs. O...
Author: Assistant
Category: performance-engineering | Model: gpt-4o
ChatGPT maps controls to code/process; Cursor instruments logs/alerts; Antigravity gathers evidence on schedule and exports a binder. Include DSR/retention tests.
Author: Assistant
Category: compliance-ops | Model: gpt-4o
Collect logs/incidents; ChatGPT drafts a blameless postmortem; Cursor queries log/trace snippets and links to code; Antigravity reconstructs a timeline and verifies action items land in code/config. P...
Author: Assistant
Category: reliability-ops | Model: gpt-4o
ChatGPT converts PR changes into docs; Cursor updates MDX/diagrams; Antigravity verifies links/examples and deploys docs site previews. Include contribution guidelines.
Author: Assistant
Category: documentation-ops | Model: gpt-4o
ChatGPT authors OpenAPI/AsyncAPI contracts; Cursor code-gens server stubs/SDKs and adds contract tests; Antigravity spins up mocks and runs compatibility checks. Output versioning policy and deprecati...
Author: Assistant
Category: api-engineering | Model: gpt-4o
ChatGPT drafts Architecture Decision Records using a template; Cursor links ADRs to code areas; Antigravity checks ADR tags on PRs. Provide a monthly ADR review cadence.
Author: Assistant
Category: architecture-governance | Model: gpt-4o
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.
Author: Assistant
Category: code-hygiene | Model: gpt-4o
Compare D2C and marketplace reliance for rivals. Track take rates, review health, and seller scores. Suggest mix shifts and review-fluency tactics.
Author: Assistant
Category: commerce-strategy | Model: GPT-5.1
Map dependencies on vendors and platforms, score concentration and change risk, and propose hedges or alternates. Output a quarterly risk review template.
Author: Assistant
Category: risk-management | Model: gpt-4o
Specify a leading vs lagging metric scoreboard for acquisition, activation, retention, and margin. Include review ritual and metric owner map.
Author: Assistant
Category: analytics-ops | Model: gpt-4o
Infer churn drivers from reviews and forums for software rivals. Propose retention hooks and reactivation offers. Provide an experiment backlog.
Author: Assistant
Category: retention-strategy-software | Model: GPT-5.1
Create a scorecard for partners across revenue, pipeline, enablement, and trust. Produce a quarterly partner health review and action list.
Author: Assistant
Category: partner-ops | Model: gpt-4o
List strategic bets with hypotheses, leading signals, and exit criteria. Output a monthly review pack and traffic light status.
Author: Assistant
Category: strategy-portfolio | Model: gpt-4o
Scrape or paste app reviews for 5 software competitors. Cluster themes by LDA or keyphrase, tag severity, and produce a VoC heatmap with must-fix and must-market insights. Provide a response playbook.
Author: Assistant
Category: customer-insights | Model: GPT-5.1
Create incident severities, comms templates, and blameless postmortem format. Propose a 30 minute weekly learning review.
Author: Assistant
Category: reliability-ops | Model: gpt-4o
Define a cadence for reversible vs irreversible decisions. Add premortem, postmortem, and decision log templates. Output a 30 60 90 rollout plan.
Author: Assistant
Category: management-ops | Model: gpt-4o
Design partner tiers with benefits, MDF, and certification. Output enablement paths and quarterly business review format.
Author: Assistant
Category: partner-programs | Model: gpt-4o
Draft acceptable use, review steps, red team prompts, and data retention for AI tools. Output team training and an audit plan.
Author: Assistant
Category: AI-operations | Model: gpt-4o
Identify top constraints to developer velocity and propose experiments across CI time, test flake, code review, and environment drift. Output target benchmarks.
Author: Assistant
Category: engineering-productivity | Model: gpt-4o
Create a station-by-station test plan (ICT/FCT/EOL), yield dashboards, failure Pareto, and stop-ship criteria. Provide bilingual defect codes legend.
Author: Assistant
Category: factory-test-engineering | Model: gpt-4o
Define a TW/US VoC pipeline: NPS/CES/CSAT surveys (EN + zh-TW), interview cadence, theme coding, and product feedback loop into roadmap.
Author: Assistant
Category: customer-insights | Model: gpt-4o
Draft a PR roadmap aligned to CES (USA) and COMPUTEX (Taipei). Include press angles, media lists, sample pitches, reviewer loaner SOP, and embargo timelines.
Author: Assistant
Category: event-PR | Model: gpt-4o
Design a feedback mechanism: telemetry (opt-in), repair codes, NPS, and sales insights feeding into quarterly product council decisions for TW/US.
Author: Assistant
Category: product-operations | Model: gpt-4o
Outline a D2C + marketplace plan: US (Shopify/Amazon) vs Taiwan (Shopline/Shopee/momo). Include listing SEO, reviews flywheel, couponing rules, return policies, and promo calendar.
Author: Assistant
Category: ecommerce-marketing | Model: gpt-4o
Provide a QBR template combining US and TW performance: pipeline, CAC/LTV, cohort retention, creative tests, and next-quarter bets.
Author: Assistant
Category: marketing-ops-cadence | Model: gpt-4o
Provide a preflight checklist for marketing claims across US and Taiwan (medical/financial avoidance, comparative ads), legal sign-off workflow, and incident response plan.
Author: Assistant
Category: brand-governance | Model: gpt-4o
Write a CLI to serve a folder with basic auth, range requests, and QR code for the URL. Uses Python/PowerShell/.NET depending on OS. Flags: --port, --read-only, --browse.
Author: Assistant
Category: cli-tool | Model: gpt-4o
Build a CLI that converts markdown to PDF/Reveal.js slides using pandoc. Supports theme selection, code highlighting, and toc. Flags: --pdf, --slides, --template, --watch.
Author: Assistant
Category: cli-tool | Model: gpt-4o
Build a wrapper around ripgrep/findstr/grep that sets smart defaults: ignore node_modules, binaries; show context; include hidden if asked. Flags: --lang, --glob, --json, --stats.
Author: Assistant
Category: cli-tool | Model: gpt-4o
Build a CLI to lint .env files: missing keys, duplicate entries, weak defaults, and accidental quotes/CRLF. Flags: --schema .env.example, --fix, --export powershell|bash. CI-friendly exit codes.
Author: Assistant
Category: cli-tool | Model: gpt-4o
Act as a path AI lead. Draft a WSI pipeline: tiling, color normalization, tissue detection, artifact rejection, MIL architectures, and pathologist-in-the-loop review.
Author: Assistant
Category: imaging-ml | Model: gpt-5
You are a terminology specialist. Build a plan to harmonize codes across SNOMED, ICD, LOINC, RxNorm: mapping rules, conflict resolution, versioning cadence, and QA spot checks.
Author: Assistant
Category: health-IT | Model: gpt-5
Act as logistics lead. Provide a checklist for shipping exhibits: HS codes, carnets, insurance, arrival deadlines, and on-site drayage. Add a “lost crate” contingency plan.
Author: Assistant
Category: trade-show | Model: gpt-4o
You are a neuro hospitalist. Create a door-to-needle guide: pre-alert script, FAST-ED/NIHSS quick steps, imaging/contraindications checklist, thrombolysis vs EVT criteria, and post-lytics monitoring. ...
Author: Assistant
Category: neurology-acute | Model: gpt-5
Act as a research librarian. Build a step-by-step PRISMA 2020 workflow: search strings (PubMed/Scopus/IEEE Xplore), deduping plan, screening rubric, data extraction sheet, risk-of-bias matrix, and a f...
Author: Assistant
Category: research | Model: gpt-5
Act as an ethics coordinator. Produce an IRB/IEC submission kit: study synopsis, risk-benefit table, consent forms (adult/minor), privacy safeguards, and recruitment scripts. Include a review checklis...
Author: Assistant
Category: research-admin | Model: gpt-5
You are a documentation coach. Provide specialty-agnostic SOAP templates with PE mnemonics (HEENT/CV/RESP/ABD/NEURO/MSK/SKIN), normal/abnormal phrasing, and common modifiers. Add smart-phrases for EHR...
Author: Assistant
Category: clinical-education | Model: gpt-5
Act as a manuscript editor. Provide a conversion kit: cover letter, journal fit matrix, author contributions (CRediT), COI forms, and figure resolution checks. Include a response-to-reviewers template...
Author: Assistant
Category: scholarly-comms | Model: gpt-5
Act as a coding partner. Summarize 2023+ E/M rules, medical decision making levels, time-based billing, split/shared, and common pitfalls. Provide quick templates aligned to levels.
Author: Assistant
Category: practice-management | Model: gpt-5
You are a grants coach. Create a template and prompts to draft a compelling Specific Aims page: problem gap, innovation, aims, approach highlights, and success criteria. Include reviewer heuristics.
Author: Assistant
Category: grant-writing | Model: gpt-5
You are a deal coach. Convert an on-floor demo into a MAP: stakeholders, success criteria, proof steps, security review, legal gates, and close plan. Output a one-pager template.
Author: Assistant
Category: trade-show | Model: gpt-4o
You are a scholarly coach. Provide CARE/ICMJE checklists, structure, figure/resolution tips, authorship roles, and a response-to-reviewers template. Add a journal shortlist matrix.
Author: Assistant
Category: scholarly-comms | Model: gpt-5
Act as a learning designer. Outline a 4-week micro-course on practical AI for managers: prompts, review workflows, ethical guardrails, and automation ideas. Include daily 12-minute tasks.
Author: Assistant
Category: education | Model: gpt-5
You are a revenue coach. Build a 12-minute pipeline review routine for mobile: risk flags, close plan checks, mutual action plans, and forecast update rules. Provide a one-screen checklist.
Author: Assistant
Category: sales | Model: gpt-5
You are a personal finance coach. Produce a 12-minute weekly train ritual: cash flow glance, savings rate, card due dates, and investment allocation review. Include a simple ruleset.
Author: Assistant
Category: finance | Model: gpt-5
You are a spreadsheet coach. Teach how to review and annotate spreadsheets on phones: named ranges, comments, quick charts, and error checks. Provide a 10-minute commuter checklist.
Author: Assistant
Category: productivity | Model: gpt-5
You are a document coach. Provide a method to review contracts and docs on mobile: heading map, comment codes, risk highlights, and 'approve/block' criteria. Deliver a one-page SOP.
Author: Assistant
Category: legal-ops | Model: gpt-5
You are a rapid-response editor. Produce a library: top 25 FAQs with answer scaffolds, holding statements for common risks, approval owners, and freshness review cadence.
Author: Assistant
Category: PR | Model: gpt-4o
You are a review producer. Create a trust-first review template: test plan, pros/cons table, conflict-of-interest disclosure, affiliate transparency, and chaptering best practices. Include a reusable ...
Author: Assistant
Category: creator | Model: gpt-4o
Act as a localization QA. Build a multilingual comms QA: terminology, legal disclaimers, cultural checks, date/number formats, link locales, and review workflow with vendor SLAs.
Author: Assistant
Category: PR | Model: gpt-4o
Act as a reputation manager. Draft a plan for industry review sites: profile optimization, ethical review asks, response standards, escalation, and monthly reporting to CRM.
Author: Assistant
Category: PR | Model: gpt-4o
Act as a measurement lead. Define a dashboard: earned reach, share of voice, sentiment, referral traffic, lead quality, and cost equivalents. Include UTM scheme and monthly review agenda.
Author: Assistant
Category: PR | Model: gpt-4o
Act as a growth analyst. Design a thumbnail A/B program: test matrix (faces, contrast, text density), CTR/AVD readout, production spec (safe zones), and a weekly review ritual. Provide a 10-variant te...
Author: Assistant
Category: creator | Model: gpt-4o
Act as a corporate comms lead. Build a framework for ESG/CSR: material topics, messaging guardrails, data sourcing, storytelling angles, visuals, and review cadence with legal. Include an annual comms...
Author: Assistant
Category: PR | Model: gpt-4o
Act as a broadcast TD. Design scenes for BRB, full-screen, picture-in-picture, media review, and game capture; hotkeys; stream delay; low-latency settings; alert routing; and VOD-safe tracks.
Author: Assistant
Category: creator | Model: gpt-4o
Act as a mentor. Map 10 classic DSA problems to real product tasks (caching, search, graph features). Provide project ideas, metrics, and code-review checklists.
Author: Assistant
Category: education | Model: gpt-4o
Act as a mentor for students new to AI. Create a 90-day progression covering linear algebra refreshers, Python for ML, PyTorch basics, classic ML, and transformers. Include weekly goals, reading links...
Author: Assistant
Category: education | Model: gpt-4o
You are a cross-functional lead. Produce a design review template spanning ME, EE, FW/SW: requirements, assumptions, interfaces, risks, test coverage, open questions, and action items. Include a scori...
Author: tsubasa
Category: engineering | Model: gpt-4o
As a platform engineer, design an observability MVP: log, metric, trace standards; correlation IDs; dashboards for latency, errors, saturation; SLOs and burn-rate alerts; incident response runbook; an...
Author: tsubasa
Category: engineering | Model: gpt-4o
As a systems architect, define an interface contract between firmware and cloud: message schema, versioning strategy, error codes, retry/backoff, feature flags, and backward compatibility tests. Provi...
Author: tsubasa
Category: engineering | Model: gpt-4o
You are a manufacturing engineer. Create a DFA checklist and re-design recommendations to cut assembly time by 30%: fastener reduction, symmetry, poka-yoke, subassembly strategy, tool access, and work...
Author: tsubasa
Category: mechanical | Model: gpt-4o
Act as a principal engineer. Define a CI/CD pipeline that satisfies SOC 2 and ISO 27001 concerns: branch policies, required reviews, SBOM generation, dependency scanning, SAST/DAST, signing and proven...
Author: tsubasa
Category: engineering | Model: gpt-4o
Act as a platform owner. Create cloud cost guardrails: budgets, alerts, tagging policy, autoscaling defaults, storage lifecycle rules, reserved/savings plan strategy, and a monthly FinOps review check...
Author: tsubasa
Category: engineering | Model: gpt-4o
As an NPI lead, generate a factory readiness checklist: work instructions, jigs/fixtures, line balance, first article inspection, SPC charts, yield target, rework loop, and traceability plan (serials,...
Author: tsubasa
Category: mechanical | Model: gpt-4o
Map out a growth hack using micro-influencers across European markets. Recommend selection criteria, outreach scripts in major languages, campaign structures (trials, promo codes, affiliate links), me...
Author: Assistant
Category: growth-hack | Model: gpt-4
Outline a cross-border payments flow in New York for FINRA-compliant advertising review workflow. Include currencies, rails, cut-off times, fees, and reconciliation. Return as a sequence list and a co...
Author: Inspire Search Corp.
Category: Financial Business (City-Specific) | Model: gpt-5-thinking
Draft an Investment Policy Statement (IPS) builder for Tokyo private wealth linked to PTS/arrowhead routing policy (illustrative). Include risk profile, liquidity needs, constraints, asset mix bands, ...
Author: Inspire Search Corp.
Category: Financial Business (City-Specific) | Model: gpt-5-thinking
Create a best execution policy in Geneva tuned to philanthropy and donor-advised fund policies. Include venues, routing, cost/likelihood factors, and monitoring. Return a policy outline and monthly re...
Author: Inspire Search Corp.
Category: Financial Business (City-Specific) | Model: gpt-5-thinking
Create a best execution policy in New York tuned to NY DFS cybersecurity program for a broker-dealer (illustrative). Include venues, routing, cost/likelihood factors, and monitoring. Return a policy o...
Author: Inspire Search Corp.
Category: Financial Business (City-Specific) | Model: gpt-5-thinking
Draft an Investment Policy Statement (IPS) builder for London private wealth linked to FX Global Code alignment plan. Include risk profile, liquidity needs, constraints, asset mix bands, review cadenc...
Author: Inspire Search Corp.
Category: Financial Business (City-Specific) | Model: gpt-5-thinking
Create rules to auto-code expenses to GL accounts with confidence scores. Include exceptions (per-diem, mixed receipts) and a sampling audit. Output as JSONL examples.
Author: Curioforce Corp. Corp.
Category: Small Business Automation | Model: gpt-5-thinking
Create rules to triage emails: label, route, SLA timers, and VIP alerts. Include regex-like filters, edge cases, and a weekly review checklist. Return as a table.
Author: Curioforce Corp. Corp.
Category: Small Business Automation | Model: gpt-5-thinking
Outline a VQE workflow for estimating ground state energy of a small molecule. Specify ansatz choices (UCCSD vs hardware-efficient), mapping (Jordan–Wigner/Bravyi–Kitaev), optimizer options, and stopp...
Author: Curioforce Corp. Corp.
Category: Quantum Tech | Model: gpt-5-thinking
Sketch a high-level resource estimation: logical qubits, code distance, T gate count, and runtime for a toy algorithm. Explain assumptions clearly and return a table with optimistic/base/pessimistic s...
Author: Curioforce Corp. Corp.
Category: Quantum Tech | Model: gpt-5-thinking
Create a process flow diagram in Mermaid that highlights bottlenecks and rework loops. Include annotations for cycle time and WIP. Provide example code and a legend.
Author: Curioforce Corp. Corp.
Category: Industrial Visualization | Model: gpt-5-thinking
Create a lightweight ESG/carbon reporting pack for a Lanzhou SME factory. Provide: boundary definition, activity data list (energy, fuel, water, waste), simple emission factors placeholder, intensity ...
Author: Tsubasa Kato
Category: Lanzhou Industrial & Business | Model: gpt-5-thinking
Define a KPI pack for {topic}. List 10 KPIs with definitions, units, update cadence, and owner role. Add a weekly review ritual and an action playbook when thresholds are breached. Add topic-specific ...
Author: Inspire Search Corp.
Category: Manufacturing Costing | Model: gpt-5-thinking
Define a KPI pack for {topic}. List 10 KPIs with definitions, units, update cadence, and owner role. Add a weekly review ritual and an action playbook when thresholds are breached. Add topic-specific ...
Author: Inspire Search Corp.
Category: Manufacturing Costing | Model: gpt-5-thinking
Define a KPI pack for {topic}. List 10 KPIs with definitions, units, update cadence, and owner role. Add a weekly review ritual and an action playbook when thresholds are breached. Add topic-specific ...
Author: Inspire Search Corp.
Category: Manufacturing Costing | Model: gpt-5-thinking
Define a KPI pack for {topic}. List 10 KPIs with definitions, units, update cadence, and owner role. Add a weekly review ritual and an action playbook when thresholds are breached. Add topic-specific ...
Author: Inspire Search Corp.
Category: Manufacturing Costing | Model: gpt-5-thinking
Define a KPI pack for {topic}. List 10 KPIs with definitions, units, update cadence, and owner role. Add a weekly review ritual and an action playbook when thresholds are breached. Add topic-specific ...
Author: Inspire Search Corp.
Category: Manufacturing Costing | Model: gpt-5-thinking
Define a KPI pack for {topic}. List 10 KPIs with definitions, units, update cadence, and owner role. Add a weekly review ritual and an action playbook when thresholds are breached. Add topic-specific ...
Author: Inspire Search Corp.
Category: Manufacturing Costing | Model: gpt-5-thinking
Define a KPI pack for {topic}. List 10 KPIs with definitions, units, update cadence, and owner role. Add a weekly review ritual and an action playbook when thresholds are breached. Add topic-specific ...
Author: Inspire Search Corp.
Category: Manufacturing Costing | Model: gpt-5-thinking
Define a KPI pack for {topic}. List 10 KPIs with definitions, units, update cadence, and owner role. Add a weekly review ritual and an action playbook when thresholds are breached. Add topic-specific ...
Author: Inspire Search Corp.
Category: Manufacturing Costing | Model: gpt-5-thinking
Define a KPI pack for {topic}. List 10 KPIs with definitions, units, update cadence, and owner role. Add a weekly review ritual and an action playbook when thresholds are breached. Add topic-specific ...
Author: Inspire Search Corp.
Category: Manufacturing Costing | Model: gpt-5-thinking
Define a KPI pack for {topic}. List 10 KPIs with definitions, units, update cadence, and owner role. Add a weekly review ritual and an action playbook when thresholds are breached. Add topic-specific ...
Author: Inspire Search Corp.
Category: Manufacturing Costing | Model: gpt-5-thinking
Define a KPI pack for {topic}. List 10 KPIs with definitions, units, update cadence, and owner role. Add a weekly review ritual and an action playbook when thresholds are breached. Add topic-specific ...
Author: Inspire Search Corp.
Category: Manufacturing Costing | Model: gpt-5-thinking
Define a KPI pack for {topic}. List 10 KPIs with definitions, units, update cadence, and owner role. Add a weekly review ritual and an action playbook when thresholds are breached. Add topic-specific ...
Author: Inspire Search Corp.
Category: Manufacturing Costing | Model: gpt-5-thinking
Write UGC creator briefs for 4 formats: product demo, before/after, testimonial, myth-busting. Include: narrative beats, hook lines, required shots, legal disclosures, deliverables, raw footage handof...
Author: Inspire Search Corp.
Category: Creator | Model: gpt-5-thinking
Propose a lightweight referral program: unique codes, shoutouts, tiered rewards. Provide sample posts, Stories, and DM scripts to activate referrers.
Author: Inspire Search Corp.
Category: Growth | Model: gpt-5-thinking
Map social KPIs to business outcomes (pipeline, CAC, LTV). Provide a monthly review template with decisions to keep/kill/scale.
Author: Inspire Search Corp.
Category: Analytics | Model: gpt-5-thinking
Use JTBD to propose next‑gen product ideas for {target_user} in {domain}. Steps: 1) Extract core jobs + anxieties + desired outcomes from top reviews/discussions (assume sample provided), 2) Map under...
Author: Tsubasa Kato
Category: Product Ideation | Model: gpt-5
Given the code, identify 3 likely bugs and 3 improvements (readability, performance, security). Provide a minimal diff and a short rationale for each change. Code: {{code}}.
Author: ChatGPT
Category: Coding | Model: gpt-5
Craft messaging for {{product_concept}} that is specific, measurable, and non-misleading. Provide claim wording, proof artifacts, disclaimers, and a review workflow. Add JP/EN variants and a content c...
Author: Tsubasa Kato
Category: marketing | Model: gpt-5-thinking
Create an LCA-first plan for {{product_concept}} across stages: materials → manufacturing → distribution → use → end-of-life. Include: hotspots, avoidance strategies, modularity, repairability, recycl...
Author: Tsubasa Kato
Category: lifecycle | Model: gpt-5-thinking
Create a monthly growth review template: - What worked/failed (content + product) - KPI deltas vs goals - 5 new experiments for X/TikTok/YouTube - Resource plan and risks Output a one-page exec summar...
Author: Tsubasa Kato
Category: planning | Model: gpt-5-thinking
Coach the founder to perform on camera. Provide: warmups, script memorization strategies, teleprompter tips, energy/pace notes, and audience engagement tactics for TikTok and YouTube. Include a 2-week...
Author: Tsubasa Kato
Category: enablement | Model: gpt-5-thinking
Design a quantum circuit that applies the Surface Code protocol to correct single-qubit errors in a logical qubit.
Author: Prompt Generator
Category: Quantum Computing | Model: llama3.1:latest
Describe the principles behind Surface Code and Shor code. How do they protect against decoherence? Provide an example of their application in a real-world quantum computer.
Author: Prompt Generator
Category: Quantum Computing | Model: llama3.1:latest
Write a Python script to create and optimize a quantum circuit implementing Shor's algorithm for factorizing large numbers. Include circuit description, input/output transformations, and performance m...
Author: Prompt Generator
Category: Quantum Computing | Model: llama3.1:latest
Write a detailed explanation of the principles and implementation of surface codes or Shor codes in the context of quantum computing, including their applications and limitations. Describe how these ...
Author: Prompt Generator
Category: Quantum Computing | Model: llama3.1:latest
Create a high-level design for a quantum error correction protocol using surface codes, including the encoding and decoding procedures, and explain how it addresses noise in quantum computing.
Author: Prompt Generator
Category: Quantum Computing Challenges | Model: llama3.1:latest
Given a quantum circuit with n qubits and m gates, optimize the gate placement and order to minimize the overall execution time on a realistic quantum computer architecture. Considerations: * Resourc...
Author: Prompt Generator
Category: Quantum Computing Challenge | Model: llama3.1:latest
Produce a rater guide: competency model by level, behavioral anchors, calibration rules, sample feedback phrases, and growth plans. Include legal and bias pitfalls to avoid and a suggested timeline wi...
Author: ChatGPT
Category: HR | Model: GPT-5 Thinking
Design a weekly competitive intel brief for <industry>. Scan filings, pricing, hiring, product updates, roadmap hints, customer reviews, and patents. Score threat level 1-5, likelihood vs impact, and ...
Author: ChatGPT
Category: CEO | Model: GPT-5 Thinking
You are an OKR architect. From inputs <company goals> and <constraints>, draft company-level Objectives and measurable KRs, then cascade to functions (Eng, Product, Sales, Ops, G\&A). Include baseline...
Author: ChatGPT
Category: CEO | Model: GPT-5 Thinking
Live translation on AirPods delayed in EU; DMA enforcement ongoing. Action: maintain region-flagged feature toggles; update user comms/FAQs per market; review App Store terms for anti-steering relief.
Author: ChatGPT
Category: Platforms & Compliance | Model: GPT-5 Thinking
Plan an ergonomics and machinery safety uplift. Deliver: task risk scores, lift/reach redesign, CE safety function review, light-curtain/guard checks, LOTO refresh, and near-miss board. KPIs: strain r...
Author: Tsubasa Kato
Category: Safety | Model: GPT-5 Thinking
Plan a mode/route optimizer. Inputs: lanes, SLAs, cost, CO₂ factors. Deliver: heuristics vs solver, mode swaps, consolidation rules, and exception alerts. KPIs: OTIF, cost/kg-km, emissions proxy. Outp...
Author: Tsubasa Kato
Category: Strategy | Model: GPT-5 Thinking
Act as a DC thermal lead. Produce a retrofit plan for hot/cold aisle containment without downtime. Deliver: baseline (ΔT, CFM, rack kW), CFD-lite assumptions, blanking/brush kits, containment bill of ...
Author: Tsubasa Kato
Category: Operations | Model: GPT-5 Thinking
Design a packet-loss hunt. Deliver: golden paths map (ToR⇄Spine⇄Border), active probes (TWAMP/iperf), streaming telemetry (sFlow/NetFlow), buffer/ECN visibility, and failure drills. KPIs: loss ppm, mi...
Author: Tsubasa Kato
Category: Operations | Model: GPT-5 Thinking
Plan a harmless SIR/SEIR toy simulation for campus flu dynamics using public, anonymized stats. Deliver: scope, compartments, equations, parameters to estimate, scenarios (mask uptake, class density),...
Author: Tsubasa Kato
Category: Simulation | Model: GPT-5 Thinking
Create a pragmatic policy: data map, lawful bases, retention, DLP, redaction, secrets handling, vendor assessment, human review. Include a DPIA lite template, audit log fields, and a quarterly red-tea...
Author: Tsubasa Kato
Category: Strategy | Model: GPT-5 Thinking
Design an orchestration layer for 5–10 agents: routing, memory, tool auth, retries, tracing, and guardrails. Compare options (workflow engines vs. code), propose SLAs, queues, circuit breakers, and ob...
Author: Tsubasa Kato
Category: Strategy | Model: GPT-5 Thinking
You are a senior AI debugger. Analyze this stack trace and source code, identify root causes, and propose optimized fixes with code snippets.
Author: [email protected]
Category: Software Development | Model: GPT-5
Identify any product/feature launches by {{competitor_list}} in the past 72h. Provide: what shipped, target users, pricing, differentiators, early reviews/bugs, likely impact on {{our_product}}. End w...
Author: Tsubasa Kato
Category: Strategy | Model: gpt-5
Collect last 24h {{store}} reviews for {{app_name}}. Summarize: new themes, crash reports, rating trend, regions spiking. Provide 5 verbatim snippets (≤15 words each) and a fix/comm plan.
Author: Tsubasa Kato
Category: Product | Model: gpt-5
Review last 24h for {{platforms}} campaigns. Return: spend vs cap, CPA/CAC vs target, creatives fatiguing, frequency caps, best/worst ads, immediate optimizations. Output as a compact table + 3 action...
Author: Tsubasa Kato
Category: Marketing | Model: gpt-5
Create a micro-influencer pipeline for product reviews and how-to content. Include creator discovery, contracts, briefing, content rights, and repurposing to ads and PDPs across regions.
Author: ChatGPT
Category: business | Model: gpt-5
Design a store-traffic program using localized ads, store locator SEO, and promo codes to measure offline lift across regions.
Author: ChatGPT
Category: business | Model: gpt-5
Outline a shoppable livestream plan for Amazon Live, Rakuten, and YouTube Live. Include show formats, run-of-show, promo codes, inventory sync, and real-time moderation.
Author: ChatGPT
Category: business | Model: gpt-5
Build an acquisition plan leveraging ASO for iOS/Android and SEO. Include keyword research, creatives testing, review prompts, and web-to-app funnels by region.
Author: ChatGPT
Category: business | Model: gpt-5
Create a Rakuten store optimization plan: storefront modules, couponing strategy, search keywords, RPP ads structure, and review generation. Include weekly ops checklists.
Author: ChatGPT
Category: business | Model: gpt-5
Develop a Buy Box win strategy for Amazon EU/US and Rakuten JP: price rules, FBA/3PL choices, fast-ship SLAs, and review velocity tactics.
Author: ChatGPT
Category: business | Model: gpt-5
Create a public Trust Center outline and a process to respond to enterprise security questionnaires. Include certifications roadmap, DPA checklist, and response SLAs.
Author: ChatGPT
Category: business | Model: gpt-5
Design a JP e-commerce entry plan covering Rakuten Ichiba, Yahoo! JAPAN Shopping, Amazon.co.jp, and LINE Mini App. Include store ops, coupons, PayPay/credit flows, review acceleration, and seasonal ca...
Author: ChatGPT
Category: business | Model: gpt-5
Teach a lightweight Zettelkasten-inspired annotation flow. Show how to capture highlights, permanent notes, themes, cross-links, and resurface them for reviews and essays.
Author: ChatGPT
Category: books | Model: gpt-5
Design a continuous competitive intelligence loop using AI to summarize releases, pricing shifts, and reviews. Provide alerting rules and battlecard updates cadence.
Author: ChatGPT
Category: business | Model: gpt-5
You are an **expert task planner** with a precise, analytical, and user-sensitive communication style. Your job is to transform vague or high-level goals into clear, structured, and actionable sub-tas...
Author: [email protected]
Category: Planning, Plan, Goal | Model: GPT-4.1, GPT-4, o4-mini, o4-mini-high, o3
You are an expert Go developer with a PhD in computer science, acting as a senior, curious, and detail-oriented pair programmer. You bring academic rigor and years of production experience in Go, with...
Author: [email protected]
Category: Programming, work | Model: GPT-4o, o4-mini, o4-mini-high, o1, o3
Act as a pro senior software engineer. Please review the following code, identify potential issues, suggest optimizations, and recommend performance improvements:
Author: [email protected]
Category: Job title | Model:
Research the growing market for low-code/no-code development platforms. Analyze their benefits, limitations, and potential to disrupt traditional software development.
Author: Business Analyst
Category: Technology | Model: GPT-4
If so, how reliable is its code, and should I test it carefully?
Author: Community
Category: Technical Use Cases | Model: GPT-4