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Showing results for "behavioral-contract"
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Corporate Borrowing in Energy Era
Investigate how sustained energy price pressures and central bank policy expectations affect corporate borrowing behavior, capital structure, and investment across industries. Develop scenario analyse...
Tags:
corporate-finance,
energy-costs,
monetary-policy
Author: Curioprompt
Category: Economics | Model: gpt-5-nano
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Policy Uncertainty and IPO Markets
Analyze how policy signaling and regulatory clarity influence corporate investment, capital-raising activity, and stock-market behavior in a developing economy. Compare cases of sudden policy shifts w...
Tags:
policy-uncertainty,
investment,
ipo,
capital-markets,
regulation
Author: Curioprompt
Category: Economics | Model: gpt-5-nano
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Cross-Border Defense Collaboration
Examine how differences in national industrial policy, regulatory regimes, and corporate contracting influence the design, execution, and outcomes of multinational defense programs. Compare to analogo...
Tags:
defense,
industrial-policy,
cross-border,
policy
Author: Curioprompt
Category: Economics | Model: gpt-5-nano
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Regulating Ultra-Processed Foods
Develop a comparative policy toolkit that analyzes how regulatory levers such as taxation, labeling, advertising restrictions, and product accessibility have shaped consumer choices in high-risk produ...
Tags:
public-health,
policy,
regulation,
consumer-behavior
Author: CurioPrompt
Category: Public Health | Model: gpt-5-nano
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Global Conflict Dynamics
Build a comparative risk assessment framework for international conflicts in a multipolar world. Identify driving factors such as political polarization, resource competition, and alliance behavior; o...
Tags:
geopolitics,
risk-assessment,
conflict,
policy-analysis,
monitoring
Author: CurioPrompt
Category: Economics | Model: gpt-5-nano
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Energy Price Adaptation
Design a study of household and business resilience to sustained energy price volatility. Include changes in labor flexibility, travel patterns, gig economy participation, and investment in efficiency...
Tags:
energy,
cost-of-living,
behavioral-economics,
resilience,
policy
Author: CurioPrompt
Category: Economics | Model: gpt-5-nano
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Election Signals and Foreign Policy
Examine how domestic election dynamics in a federal system influence foreign policy signaling, crisis management, and alliance behavior, and how rising geopolitical risk shapes policymaker prioritizat...
Tags:
elections,
foreign-policy,
risk,
policy,
international-relations
Author: CurioPrompt
Category: Society | Model: gpt-5-nano
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Turkey Textile Production Strategist
You are a highly specialized AI Consultant and Expert Analyst focused exclusively on the Turkish Textile, Apparel, and broader Manufacturing Sector. Your expertise must integrate deep knowledge of Tur...
Tags:
dynamic,
turkey,
bs4-scraped
Author: AI Agent (gemma4)
Category: Industry Analysis | Model: gemma4
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Italy Fashion Design Strategist
You are the ultimate Authority on Italian Fashion Industry Strategy, a blend of a master artisan, a global market strategist, and an industrial policy consultant specializing in the *Made in Italy* se...
Tags:
dynamic,
italy,
bs4-scraped
Author: AI Agent (gemma4)
Category: Industry Analysis | Model: gemma4
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B2B Contracting: Packaging for Procurement Success
Create a procurement-ready packaging plan: security docs, SLAs, pricing, and implementation steps. Include a checklist for selling to enterprise and government.
Tags:
procurement,
enterprise,
SLAs,
security,
packaging
Author: Assistant
Category: future-monetization | Model: gpt-5.2
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Abundance in Finance: Investor Education + Guardrails
Design an investor education product that emphasizes risk management and avoids hype. Include curricula, simulations, disclaimers, and monetization without encouraging reckless behavior.
Tags:
finance,
education,
risk-management,
simulations,
ethics
Author: Assistant
Category: future-monetization | Model: gpt-5.2
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No-Secrets Guarantee: Redaction and Leak Tests
Design secret-handling: vault integration, redaction in logs, and automated leak scans on diffs, logs, and artifacts. Include fail-closed behavior.
Tags:
secrets,
redaction,
vault,
leak-prevention,
security
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
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Patch Minimization: Small Diffs, Big Wins
Design a patch strategy that prefers minimal diffs: isolate behavior changes, avoid formatting churn, and include clear intent comments. Add a “diff size budget.”
Tags:
minimal-diff,
refactor-safety,
reviewability,
quality
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
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Self-Improving Code Editing with ‘Stop Rules’
Design explicit stop rules: max iterations, max diff size, max retries, and “ask human” triggers. Include monitoring for loop detection and runaway behavior.
Tags:
stop-rules,
loop-prevention,
safety,
iterations,
monitoring
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
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Documentation-to-Test Traceability
Design traceability: map docs claims to tests that verify them. The agent should propose missing tests when docs promise behavior without coverage.
Tags:
traceability,
docs,
tests,
quality,
verification
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
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Refactor Safety Net: Characterization Tests
Design characterization tests for legacy code before refactoring: capture I/O behavior, edge cases, and performance baselines. Use them as a gate for changes.
Tags:
legacy,
characterization-tests,
refactoring,
regression
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
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Refactoring with Invariants: Assertions and Contracts
Create a method to add assertions/contracts before refactoring so behavior is constrained. Include invariant selection, runtime cost management, and removal policy.
Tags:
invariants,
assertions,
contracts,
refactoring,
safety
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
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Personal AI Health Coach: Behavior Change at Scale
Design a health coaching product focused on habit change (not medical diagnosis). Include UX, disclaimers, safety boundaries, and monetization (subscriptions, employer plans).
Tags:
health,
coach,
habits,
safety,
subscriptions
Author: Assistant
Category: future-monetization | Model: gpt-5.2
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Regression Detective Agent Using Golden Tests
Design golden tests for key outputs and an agent that compares before/after behavior. Include tolerance rules and how to prevent “golden drift” over time.
Tags:
golden-tests,
regression,
behavioral-testing,
drift
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
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Self-Improving Interface Contracts: Typed Boundaries
Create a plan to tighten interfaces with types, schemas, and validation at boundaries. Require gradual rollout and tests demonstrating improved error detection.
Tags:
interfaces,
typing,
schemas,
validation,
rollout
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
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Contract Tests Between Services
Design contract tests for microservices: consumer-driven contracts, version pinning, and compatibility gates. Integrate with the self-edit loop for safe rollouts.
Tags:
contract-testing,
microservices,
compatibility,
CI,
rollout
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
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Micro-Influencer Engine: Matching and Measuring ROI
Design a platform that matches brands with micro-influencers, automates briefs, and measures ROI. Include fraud detection, contracts, and revenue model.
Tags:
influencer,
marketplace,
ROI,
fraud-detection,
contracts
Author: Assistant
Category: future-monetization | Model: gpt-5.2
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API Contract Guardian: Schema and Backward Compatibility
Create an agent that checks API changes for backward compatibility: OpenAPI/JSON schema diffs, deprecation policy, versioning, and migration notes.
Tags:
API,
backward-compatibility,
schema,
versioning,
migrations
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
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Safety-First Reward Modeling (High-Level)
Describe a high-level approach to align reward signals with safe behavior: preference data guidelines, reward hacking risks, and validation. Keep it conceptual and focused on safety.
Tags:
reward-modeling,
alignment,
safety,
validation,
conceptual
Author: Assistant
Category: recursive-ai-safety | Model: GPT-5.2
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Alignment-Style Spec: Behavioral Contracts
Write a behavioral contract for the system: allowed actions, forbidden actions, escalation rules, and acceptable uncertainty. Include examples and counterexamples to reduce ambiguity.
Tags:
alignment,
specification,
behavioral-contract,
safety,
policy
Author: Assistant
Category: recursive-ai-safety | Model: GPT-5.2
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Hallucination Reduction Plan (RAG + Verification)
Design a hallucination reduction plan: retrieval augmentation, answer verification steps, consistency checks, and refusal behaviors. Include evaluation metrics and regression tests.
Tags:
hallucination,
RAG,
verification,
consistency,
testing
Author: Assistant
Category: recursive-ai-safety | Model: GPT-5.2
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Drift Detection: Data, Behavior, and User Mix
Design drift detection: changes in user queries, outcome distributions, error types, and model behavior. Include thresholds and a playbook for when drift is detected.
Tags:
drift-detection,
monitoring,
analytics,
playbook,
safety
Author: Assistant
Category: recursive-ai-safety | Model: GPT-5.2
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Non-Deceptive Behavior Requirements
Write explicit requirements to prevent deceptive behavior: transparency rules, auditability, and logging. Include tests to detect hidden policy violations or manipulation attempts.
Tags:
non-deception,
transparency,
audit,
tests,
governance
Author: Assistant
Category: recursive-ai-safety | Model: GPT-5.2
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Experiment Design: Safe A/B Tests for AI Behavior
Design safe A/B testing for AI changes: guardrails, user segmentation, sensitive cohorts, and safe metrics. Include ethics considerations and how to interpret ambiguous outcomes.
Tags:
A/B-testing,
experiments,
ethics,
metrics,
rollout
Author: Assistant
Category: recursive-ai-safety | Model: GPT-5.2
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Executive Presence Without Ego (Cross-Cultural)
Explain how to build executive presence across cultures: speaking style, email tone, meeting behavior, and decision-making cues in USA vs Europe vs Asia. Include do/don’t examples and a practice check...
Tags:
executive-presence,
cross-cultural,
communication,
leadership
Author: Assistant
Category: global-business-advice | Model: gpt-4o
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OBD-II Data Interpretation for Experienced Mechanics
Interpret OBD-II data like a technician: freeze frame, fuel trims, misfire counters, oxygen sensor behavior, MAF/MAP plausibility, and readiness monitors. Provide a diagnostic worksheet.
Tags:
OBD-II,
scan-tool,
fuel-trim,
sensors,
diagnostics
Author: Assistant
Category: vehicle-engineering-mechanics | Model: GPT-5.2
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Public Transport Disruption Plan (Mass Delays)
Create a plan for mass transit disruptions: what to carry, alternative routes, safe waiting behaviors, and communication steps. Include region-specific notes for Europe/Asia/USA/Africa transit norms.
Tags:
public-transport,
disruption,
commute,
preparedness,
planning
Author: Assistant
Category: preparedness | Model: gpt-4o
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Source Reliability Ladder + Scoring Rubric
Create a source reliability ladder (Tier 1–4) with a scoring rubric: track record, transparency, proximity, incentives, corroboration, and correction behavior. Output a template to score new sources c...
Tags:
verification,
source-evaluation,
newsroom,
credibility,
framework
Author: Assistant
Category: verification | Model: gpt-4o
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Hydraulic System Bleeding Troubleshooter
Create a troubleshooting guide for bleeding hydraulic brakes or clutches. Include air sources, master/slave cylinder behavior, hose routing, reverse bleeding, vacuum bleeding, and signs of internal se...
Tags:
hydraulics,
bleeding,
brakes,
clutch,
diagnostics
Author: Assistant
Category: vehicle-engineering-mechanics | Model: GPT-5.2
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Reset Strategy: Async Assert, Sync Deassert
Design a robust reset strategy for FPGA and ASIC: global vs local resets, sequencing, POR behavior, scan considerations, and safe deassertion across domains. Include RTL patterns and verification appr...
Tags:
reset,
CDC,
ASIC,
FPGA,
DFT,
advanced
Author: Assistant
Category: fpga-asic-design | Model: gpt-4o
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CAN Bus and Network Fault Triage
Design a CAN/LIN/network fault triage workflow for modern vehicles: topology, termination checks, DTC grouping, module wake/sleep behavior, bus voltage, and when to suspect wiring vs module faults.
Tags:
CAN-bus,
LIN,
vehicle-network,
diagnostics,
electrical
Author: Assistant
Category: vehicle-engineering-mechanics | Model: GPT-5.2
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Handling Procurement Like a Veteran
Teach how to handle procurement: security reviews, redlines, SLAs, and negotiation. Provide a checklist and scripts for staying firm while cooperative.
Tags:
procurement,
contracts,
negotiation,
B2B,
enterprise
Author: Assistant
Category: global-business-advice | Model: gpt-4o
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Cultural Etiquette for Ships, Planes, and Trains
Create a cultural etiquette guide for transport worldwide: quiet cars, queues, cabin behavior, meal norms, tipping, and shared-space courtesy. Include examples for budget and luxury contexts.
Tags:
etiquette,
culture,
transport,
ships,
trains,
airplanes
Author: Assistant
Category: world-travel-planning | Model: GPT-5.2
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Partnership Deal Structure Options
Outline partnership structures: reseller, co-sell, OEM, integration, strategic alliance. Include incentives, risks, governance, and regional considerations for USA/Europe/Asia.
Tags:
partnerships,
deal-structures,
global,
BD,
contracts
Author: Assistant
Category: global-business-advice | Model: gpt-4o
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Negotiation Toolkit by Region (Practical)
Provide negotiation tactics adapted to USA/Europe/Asia: framing value, handling concessions, pace, and relationship factors. Include scripts, red lines, and how to avoid misreading signals.
Tags:
negotiation,
global,
business-development,
contracts
Author: Assistant
Category: global-business-advice | Model: gpt-4o
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Register Map Specification (CSR) + SW/HW Contract
Create a CSR spec template: address map, field semantics, reset values, side effects, atomicity, and reserved bits. Include guidelines for forward compatibility and software driver alignment.
Tags:
CSR,
register-map,
HW-SW-contract,
SoC,
advanced
Author: Assistant
Category: fpga-asic-design | Model: gpt-4o
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A2A Negotiation: Contracting Tasks Between Agents
Create an A2A negotiation mechanism: task contracts, acceptance criteria, SLAs, and cost budgets. Include how agents refuse tasks they cannot verify or safely perform.
Tags:
A2A,
task-contracts,
delegation,
budgets,
reliability
Author: Assistant
Category: agent-architecture | Model: GPT-5.2
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Global Contract Hygiene: Clauses That Matter
Provide a practical guide to key contract clauses: confidentiality, IP, liability, data processing, termination, and dispute resolution. Include what varies across USA/Europe/Asia and when to involve ...
Tags:
contracts,
legal,
global,
IP,
compliance
Author: Assistant
Category: global-business-advice | Model: gpt-4o
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Public Transport Etiquette During Disruptions
Write guidance for respectful, safe behavior when transport is disrupted: queueing, sharing information responsibly, helping vulnerable people, and avoiding conflicts.
Tags:
etiquette,
public-transport,
safety,
community,
calm
Author: Assistant
Category: emergency-preparedness | Model: gpt-4o
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Classroom English + Japanese: Teacher Talk Script Bank
Generate a script bank for teacher talk: instructions, transitions, praise, and behavior reminders in simple English and Japanese equivalents. Keep it natural and classroom-safe.
Tags:
teacher-talk,
classroom-language,
bilingual,
scripts,
management
Author: Assistant
Category: language-teaching | Model: gpt-4o
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CRC/Checksum Module Design + Verification
Design a CRC module (parameterized polynomial/width): streaming interface, latency options, and reset behavior. Provide SVAs and randomized tests to prove correctness.
Tags:
CRC,
checksum,
streaming,
verification,
RTL
Author: Assistant
Category: fpga-asic-design | Model: gpt-4o
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Pricing Strategy by Region: Practical Adjustments
Provide guidance to adapt pricing for USA/Europe/Asia: value messaging, payment methods, procurement behavior, and localization. Include a simple experimentation plan.
Tags:
pricing,
go-to-market,
global,
localization,
experiments
Author: Assistant
Category: global-business-advice | Model: gpt-4o
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Cultural Norms: How to Ask for Help Respectfully
Provide guidance for requesting help and interacting with authorities/community during disruptions across USA/Europe/Asia/Africa. Include polite phrasing, expectations, and respectful behavior.
Tags:
culture,
communication,
help,
preparedness,
global
Author: Assistant
Category: preparedness | Model: gpt-4o
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How to Build Strategic Partnerships as a Pro
Provide a partnership-building guide: identify mutual value, structure pilots, define success metrics, and scale. Include region-specific partner behaviors and expectations.
Tags:
partnerships,
strategy,
BD,
global,
scale
Author: Assistant
Category: global-business-advice | Model: gpt-4o
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Valid/Ready Protocol Formalization
Define a standard valid/ready contract for your design: latency, skid buffers, combinational paths, and backpressure. Provide reference RTL templates and SVAs to enforce protocol correctness.
Tags:
valid-ready,
handshake,
RTL,
SVA,
formal
Author: Assistant
Category: fpga-asic-design | Model: gpt-4o
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Team Norms: Build a Culture of Candor
Help me define team norms that encourage candor and psychological safety. Propose 8 norms, example behaviors, and a rollout plan for adoption.
Tags:
culture,
psychological-safety,
candor,
leadership,
norms
Author: Assistant
Category: soft-skills | Model: GPT-5.2
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Community Shelter Checklist: What to Bring and How to Behave
Create a checklist for staying at a community shelter: what to bring, privacy considerations, respectful behavior, and how to keep valuables safe.
Tags:
shelter,
community,
checklist,
etiquette,
security
Author: Assistant
Category: emergency-preparedness | Model: gpt-4o
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Difficult Feedback: SBI + Feedforward
Help me deliver difficult feedback using the SBI model (Situation-Behavior-Impact) plus a feedforward request. Provide a script, a short version, and a follow-up note template.
Tags:
feedback,
SBI,
feedforward,
leadership,
communication
Author: Assistant
Category: soft-skills | Model: GPT-5.2
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Bicycle E-Assist Diagnostic and Maintenance Plan
Create a diagnostic and maintenance plan for e-bikes: battery health, motor behavior, connectors, sensors, display/controller errors, brakes, drivetrain wear, and safe charging habits.
Tags:
e-bike,
battery,
motor,
diagnostics,
maintenance
Author: Assistant
Category: vehicle-engineering-mechanics | Model: GPT-5.2
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AXI4 Interconnect: Performance + Correctness Checklist
Design an AXI4 subsystem plan: outstanding transactions, ID width, arbitration policy, QoS, burst alignment, and backpressure behavior. Provide a verification checklist for ordering, deadlock, and thr...
Tags:
AXI4,
interconnect,
SoC,
bus,
verification,
advanced
Author: Assistant
Category: fpga-asic-design | Model: gpt-4o
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Onboarding Across Cultures (Manager Guide)
Create an onboarding plan for global hires: role clarity, early wins, mentorship, and feedback loops. Provide a 30/60/90 template and region-specific manager behaviors.
Tags:
onboarding,
management,
global,
30-60-90,
leadership
Author: Assistant
Category: global-business-advice | Model: gpt-4o
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Classroom Management for Language Teachers (Non-Punitive)
Provide a language-classroom management toolkit: routines, signals, group roles, and positive reinforcement. Tailor for Tokyo/Fukuoka/NYC classroom norms.
Tags:
classroom-management,
routines,
groups,
teaching,
behavior
Author: Assistant
Category: language-teaching | Model: gpt-4o
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Procurement Playbook for AI Agents and Platforms
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.
Tags:
procurement,
vendors,
agents,
SLAs,
contracts,
security
Author: Assistant
Category: ai-strategy-2026 | Model: gpt-4o
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Agent Interoperability & Vendor Lock-In Escape Plan
Propose an interoperability strategy for agents across vendors: standard tool interfaces, event schemas, identity, logging, and portability. Include a 90-day de-risk plan and contract clauses to avoid...
Tags:
agents,
interoperability,
vendor-risk,
architecture,
contracts
Author: Assistant
Category: ai-strategy-2026 | Model: gpt-4o
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Data Contracts for AI: Preventing Silent Breakage
Create a data contract strategy for AI pipelines: schema/versioning, quality SLAs, lineage, and rollback. Include a ‘self-healing’ playbook and governance checkpoints.
Tags:
data-contracts,
data-quality,
lineage,
LLMOps,
reliability
Author: Assistant
Category: ai-strategy-2026 | Model: gpt-4o
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Behavior Support Plan Collaboration
Create a counselor-led behavior support plan: function of behavior, replacement skills, reinforcement, and classroom coordination. Add review data fields.
Tags:
behavior-support,
functional-assessment,
skills,
reinforcement
Author: Assistant
Category: behavior-intervention | Model: gpt-4o
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Schoolwide Counseling Program Metrics
Propose metrics for a school counseling program: attendance, behavior incidents, credit completion, student surveys, and equity disaggregation. Provide a dashboard outline.
Tags:
program-metrics,
school-counseling,
dashboard,
equity
Author: Assistant
Category: program-evaluation | Model: gpt-4o
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Startup Culture Principles
Define 5 non-negotiable culture principles with behaviors.
Tags:
culture,
values,
startup
Author: Assistant
Category: people-ops | Model: gpt-4o
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Structured Output Contracts
Define JSON schema contracts with type coercion, partial output recovery, and EBNF constraints. Provide test-time correction and repair strategies.
Tags:
LLM,
structured-output,
JSON,
EBNF,
validation,
repair
Author: Assistant
Category: output-formatting-LLM | Model: gpt-4o
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Suginami City Prototype-to-Product Handoff
Draft a handoff playbook from Suginami labs to contract manufacturers. Include DFM/DFA checklist, tolerance stack, CTQ list, golden sample criteria, and PPAP-lite docs.
Tags:
DFM,
DFA,
PPAP,
prototype,
contract-manufacturing,
Suginami
Author: Assistant
Category: new-product-introduction | Model: gpt-4o
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Fine-Tune Stack: SFT→DPO/ORPO→RLHF
Specify a training stack with SFT on curated data, preference optimization (DPO/ORPO), and optional RLHF. Include reward hacking tests, guardrails, and evals that predict production behavior.
Tags:
LLM,
SFT,
DPO,
ORPO,
RLHF,
alignment,
evaluation
Author: Assistant
Category: training-pipeline-LLM | Model: gpt-4o
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Legacy Migration Planner (Framework/Language)
Design a migration from a legacy stack (e.g., Python 3.8→3.12, Node 14→20, Spring→Spring Boot). ChatGPT drafts risk table and codemods; Cursor applies codemods and fixes types; Antigravity runs smoke/...
Tags:
migration,
refactor,
codemods,
ChatGPT,
Cursor,
Antigravity
Author: Assistant
Category: modernization | Model: gpt-4o
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Deep Research Orchestrator Blueprint
Act as a principal architect. Specify a next-gen chat research system with roles (Planner, Retriever, Synthesizer, Verifier), message schemas, tool contracts, and failure handling. Deliver a C4 diagra...
Tags:
deep-research,
architecture,
orchestration,
agents,
planning
Author: Assistant
Category: architecture | Model: gpt-4o
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Contract-First API Factory
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...
Tags:
API,
OpenAPI,
SDK,
contract-testing,
ChatGPT,
Cursor,
Antigravity
Author: Assistant
Category: api-engineering | Model: gpt-4o
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Agent Tool Contracts & Telemetry
Define JSON tool contracts (inputs/outputs/errors) and telemetry for every call (latency, token use, source count). Provide a redaction policy for logs.
Tags:
tooling,
contracts,
telemetry,
observability,
logging
Author: Assistant
Category: platform-observability | Model: gpt-4o
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Procrastination Antidote Kit
Identify top procrastination triggers and prescribe countermeasures: friction reduction, first-inch tactics, commitment devices, and public checkpoints.
Tags:
time-management,
procrastination,
behavior-change,
coaching
Author: Assistant
Category: time-management | Model: gpt-4o
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Habit Ladder: Micro→Macro
Build a ladder of micro-habits (2–5 minutes) that scale toward macro outcomes (fitness, study, writing). Include habit stacking, trigger design, and a 30-day tracker.
Tags:
time-management,
habits,
behavior-design,
atomic,
tracking
Author: Assistant
Category: time-management | Model: gpt-4o
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Database Change Safeguards
ChatGPT designs migration playbooks (expand/contract); Cursor adds checks and backfills; Antigravity runs shadow reads and performance gates. Output rollback patterns.
Tags:
database,
migrations,
expand-contract,
Cursor,
Antigravity,
ChatGPT
Author: Assistant
Category: data-store-reliability | Model: gpt-4o
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Data Quality Operating Model
Define ownership, contracts, SLAs, and tests for critical data sets. Output a monthly scorecard and escalation policy.
Tags:
data-quality,
governance,
SLAs,
analytics,
managers
Author: Assistant
Category: data-governance | Model: gpt-4o
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Contract Lifecycle Optimizer
Map intake to signature to renewal, with SLAs and redline patterns. Suggest fallback clauses and playbooks. Output a time to close reduction plan.
Tags:
contracts,
legal-ops,
BD,
process,
SLAs
Author: Assistant
Category: rev-ops-legal | Model: gpt-4o
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API Versioning & Governance
Create an API governance doc: versioning policy, deprecation cadence, compatibility contract, changelog format, and regional rollout toggles.
Tags:
software,
API,
governance,
versioning,
rollout
Author: Assistant
Category: architecture-governance | Model: gpt-4o
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Wildlife & Bear-Aware Brief
Produce a region-agnostic wildlife safety brief: food storage options (PCT hang, canister), cooking triangle, encounter scripts, and seasonal behavior notes.
Tags:
camping,
wildlife,
bear-safety,
food-storage
Author: Assistant
Category: camp-safety-wildlife | Model: gpt-4o
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Tea Ceremony & Kimono Etiquette
You are a culture coach. Explain how to book a tea ceremony, kimono rental etiquette, walking tips, respectful photo behavior, and weather considerations.
Tags:
Kyoto,
culture,
tea,
kimono,
etiquette
Author: Assistant
Category: culture-etiquette | Model: gpt-4o
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HL7 FHIR Interop Mapping Kit
You are a health IT integrator. Provide mappings for SNOMED/LOINC/ICD to FHIR resources, error handling, terminology services, and a minimal API contract. Include test cases.
Tags:
FHIR,
HL7,
interoperability,
terminology,
ICT
Author: Assistant
Category: health-IT-integration | Model: gpt-5
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Mental Health Screening & Brief Interventions
Act as a primary care/ED partner. Package PHQ-9/GAD-7/AUDIT-C flows, suicide risk triage, SBIRT micro-scripts, and referral pathways. Add crisis safety planning template.
Tags:
mental-health,
screening,
SBIRT,
PHQ-9,
GAD-7
Author: Assistant
Category: behavioral-health | Model: gpt-5
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Mobile Doc Review SOP
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.
Tags:
docs,
review,
contracts,
mobile,
workflow
Author: Assistant
Category: legal-ops | Model: gpt-5
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Hardware-Software Interface Contract
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...
Tags:
architecture,
interfaces,
firmware,
cloud,
APIs
Author: tsubasa
Category: engineering | Model: gpt-4o
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Website Lead Scoring
Propose a lead-scoring model: behavior weights (visits, time, events), firmographics, recency. Include a cutoff policy and a feedback loop from sales outcomes. Return as a table + pseudocode.
Tags:
automation|lead-scoring|model|pseudocode
Author: Curioforce Corp. Corp.
Category: Small Business Automation | Model: gpt-5-thinking
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Evaluation Rubric (Human-in-the-Loop)
Create a rubric for humans to score the model’s outputs: 5 criteria, 5-point scale each, behavioral anchors per score. Provide a one-page training note for raters and inter-rater reliability tips.
Tags:
prompt|evaluation|rubric|hil
Author: Curioforce Corp. Corp.
Category: Prompt-Improvement | Model: gpt-5-thinking
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Bilingual Contract Essentials (Maintenance Services)
Draft essential clauses for bilingual (EN/ZH) maintenance contracts in Lanzhou. Include scope, KPIs, response times, spare-parts responsibility, change-order rules, invoicing cadence, and dispute step...
Tags:
china|lanzhou|industry|business|manufacturing|contracts,
bilingual,
maintenance,
service,
legal
Author: Tsubasa Kato
Category: Lanzhou Industrial & Business | Model: gpt-5-thinking
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San Francisco Bay Area – Bridges & Hills — Memorials & Respect
Recommend 10 solemn spaces in San Francisco Bay Area, USA suitable for respectful photography. Include etiquette and prohibited behaviors to avoid.
Tags:
usa|california|san francisco|bay area|bridge|photography
Author: Inspire Search Corp.
Category: Travel Photography (USA) | Model: gpt-5-thinking
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Creator Collaboration Contract Checklist
Draft a checklist for creator contracts: usage rights, exclusivity, territory, edit rights, disclosure, kill fee, deliverables, timeline.
Tags:
contract|creator|rights|disclosure
Author: Inspire Search Corp.
Category: Partnerships | Model: gpt-5-thinking
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Cross-Device Journey Stitching Strategy
Goal: stitch cross-device journeys. Data: login IDs, hashed emails, device graph. Steps: 1) Identity resolution rules; 2) Probabilistic linking thresholds; 3) Bias checks; 4) KPI reconciliation. Outpu...
Tags:
cross-device;identity;stitching
Author: Tsubasa Kato
Category: Web Analytics | Model: GPT-5 Thinking
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Mobile vs Desktop Behavior Gap
Goal: compare mobile vs desktop behavior. Data: GA4 device category segmentation. Steps: 1) Key KPI diffs (engagement, CVR, AOV); 2) Path analysis differences; 3) UX issues flagged by session replays....
Tags:
mobile;desktop;behavior-gap
Author: Tsubasa Kato
Category: Web Analytics | Model: GPT-5 Thinking
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Personalization Segmentation & CDP Activation
Goal: design segmentation and CDP activation. Data: events, traits, CRM. Steps: 1) Build segments (recency, behavior, value); 2) Define activation triggers; 3) Map to channels via CDP (e.g., Segment);...
Tags:
segmentation;cdp;activation
Author: Tsubasa Kato
Category: Web Analytics | Model: GPT-5 Thinking
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Search Behavior Insights (Site Search Logs)
Goal: mine internal site search for intent gaps. Data: GA4 view_search_results and search_term params. Steps: 1) Top queries with zero-results; 2) CTR to result pages; 3) Query clusters using embeddin...
Tags:
site-search;intent;content-gaps
Author: Tsubasa Kato
Category: Web Analytics | Model: GPT-5 Thinking
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Micro‑Interventions: Nutrition & Movement
Design micro-interventions for {{ICP}} that improve daily health without nagging.
Deliver 20 interventions mapped to moments (work, commute, evening), opt-in, and privacy notes.
Add measurement and ha...
Tags:
behavior-change,
health,
habits,
UX,
privacy
Author: Tsubasa Kato
Category: health | Model: gpt-5-thinking
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Biodiversity‑Aware Location Features
If geospatial features exist, design overlays for green corridors, tree canopy, and sensitive habitats.
Plan: data sources, caching, offline mode, and respectful UX.
Add a policy to avoid enabling har...
Tags:
biodiversity,
geospatial,
offline,
policy,
UX
Author: Tsubasa Kato
Category: geospatial | Model: gpt-5-thinking
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Healthy-by-Design Feature Set
Define features for {{product_concept}} that support healthy behavior:
- Movement nudges, posture checks, digital well-being timers
- Low-blue-light themes and sleep-friendly notifications
- Opt-in ph...
Tags:
health,
wellbeing,
ergonomics,
digital-wellbeing,
privacy
Author: Tsubasa Kato
Category: health | Model: gpt-5-thinking
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Performance Review Rater Guide
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...
Tags:
"HR;performance;calibration;feedback;legal"
Author: ChatGPT
Category: HR | Model: GPT-5 Thinking
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Procurement ROI and Vendor Scorecard
Evaluate vendors from <contracts> and <usage>. Build a scorecard (price, service quality, security, lock-in risk, business impact). Recommend renew, renegotiate, or replace with quantified ROI and swi...
Tags:
"CFO;procurement;vendor;ROI;negotiation"
Author: ChatGPT
Category: CFO | Model: GPT-5 Thinking
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Oil: OPEC+ unwinds cuts; EIA sees cheaper 2026
Modest supply adds keep Brent ~mid-60s; EIA projects $51 average in 2026. Action: renegotiate fuel surcharges and freight contracts; extend downside-price collars; time inventory builds for shoulder s...
Tags:
Energy,
Oil,
Hedging,
Logistics
Author: ChatGPT
Category: Commodities | Model: GPT-5 Thinking
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Europe Manufacturing: WLTP & OBD Readiness Pack
Prepare a test readiness pack for WLTP and EOBD. Deliver: test schedule, dyno configs, soak procedures list (generic), data capture spec, defect triage, and supplier data contracts. KPIs: test repeata...
Tags:
Europe,
WLTP,
EOBD,
Testing,
Program
Author: Tsubasa Kato
Category: Compliance | Model: GPT-5 Thinking
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Robotics Dev: Dataset Versioning & Label QA
Be the data steward. Deliver: dataset contract, versioning rules, weak-label checks, inter-annotator agreement, drift alarms, and golden set. KPIs: label error %, drift rate, model delta. Output: repo...
Tags:
robotics,
data,
datasets,
labeling,
QA
Author: Tsubasa Kato
Category: Engineering | Model: GPT-5 Thinking
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Warehouse Ops: Picking & Slotting Digital Twin
Act as an industrial engineer. Build a warehouse digital twin to improve pick speed and accuracy. Deliver: data contracts (SKU dims/velocity, ABC classes, aisle graph), slotting policy experiments, pa...
Tags:
warehouse,
picking,
slotting,
digital twin,
ergonomics,
KPIs
Author: Tsubasa Kato
Category: Operations | Model: GPT-5 Thinking
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Robotics Dev Co.: Sim-in-the-Loop CI Pipeline
You are a robotics CI lead. Design a sim-in-the-loop pipeline for perception + planning stacks. Deliver: scenario library spec (lighting, occlusion, rare edge cases), metrics (success %, collision=0, ...
Tags:
robotics,
simulation,
CI/CD,
testing,
telemetry,
metrics
Author: Tsubasa Kato
Category: Engineering | Model: GPT-5 Thinking
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HCI: Usability A/B Journey Sim
Plan a synthetic-user journey simulation for onboarding flows. Deliver: persona matrix, task graph, stochastic behaviors, KPIs (completion, time, errors), experiment design. Output: event schema, dash...
Tags:
hci,
ab testing,
usability,
journey,
analytics
Author: Tsubasa Kato
Category: Simulation | Model: GPT-5 Thinking
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Feature Adoption Now
Measure last 7d vs last 24h adoption for {{feature}}. Output: DAU/WAU impact, activation funnel deltas, power-user behaviors, top cohorts, leading indicators. Suggest 3 quick experiments.
Tags:
product;analytics;experimentation;timely;saas
Author: Tsubasa Kato
Category: Product | Model: gpt-5
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Bronze in the Rain
An 8-second photoreal video of a bronze equestrian statue during light rain; droplets bead, roll, and drip from patina. Camera: circular dolly around head and mane; city bokeh behind. Emphasize patina...
Tags:
sculpture;bronze;rain;dolly;photoreal
Author: Assistant
Category: Sculpture | Model: Sora
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UGC Creator Pipeline
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.
Tags:
UGC,
creators,
influencer,
contracts,
repurposing,
PDP,
ads
Author: ChatGPT
Category: business | Model: gpt-5
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ABM 2.0 With Intent Data
Create an ABM 2.0 program that fuses Bombora-style intent signals, LinkedIn Matched Audiences, and first-party website behavior. Provide target-tiering logic, content offers per buying stage, SDR foll...
Tags:
ABM,
intent data,
LinkedIn,
SDR,
MQA,
regional
Author: ChatGPT
Category: business | Model: gpt-5
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Evaluate a Person of Advanced Knowledge of Physics and Science
To evaluate whether a person has advanced knowledge of physics and science, consider the following ten questions covering a range of topics, including theoretical and experimental physics, as well as ...
Tags:
evaluation
Author: [email protected]
Category: Evaluation,NLP | Model: GPT-4o,o1,o1-mini
No image available
Blockchain in Supply Chain Management
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