Showing results for "self-care"
Develop a strategic blueprint for a national program to create core electric-vehicle technology domestically. Include objectives, required ecosystem (R&D hubs, supplier networks, standards, training),...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Explain how life-course health databases can improve disease screening, risk prediction, and follow-up care across a population. Use the examples of microbiome data and cancer screening to compare wha...
Author: Curioprompt
Category: Science | Model: gpt-5.4-mini
Evaluate the growing use of consumer wearables in clinical decision-making. Discuss which kinds of smartwatch data are clinically useful, which are misleading, and how doctors should integrate patient...
Author: Curioprompt
Category: Health | Model: gpt-5.4-mini
Act as a comparative public-policy analyst studying laws that legalize assisted dying for adults. Explain the ethical arguments on both sides, the safeguards that lawmakers typically build in, and the...
Author: Curioprompt
Category: Society | Model: gpt-5.4-mini
Analyze the economic and social consequences of rapid population aging in a large middle-income country. Explain why governments may keep encouraging births even when fertility recovery is unlikely, a...
Author: Curioprompt
Category: Economics | Model: gpt-5.4-mini
A new generation of material is engineered to break down rapidly without leaving harmful residue. Examine the promise and tradeoffs of self-degrading plastics for packaging, agriculture, medicine, and...
Author: Curioprompt
Category: Science | Model: gpt-5.4-mini
Analyze the forces shaping modern work-life balance in a society where more mothers are employed, customer-service pressure remains high, and overwork-related illness is still a major concern. Discuss...
Author: Curioprompt
Category: Society | Model: gpt-5.4-mini
Analyze the conditions that determine whether self-driving technology becomes a practical transport system or remains a limited pilot. Cover sensor reliability, mapping, weather, road design, insuranc...
Author: Curioprompt
Category: Technology | Model: gpt-5.4-mini
You are advising a parliament or ethics commission on whether and how to legalize assisted dying for competent adults. Analyze the main arguments on all sides, then propose a policy framework that add...
Author: Curioprompt
Category: Society | Model: gpt-5.4-mini
Analyze the social pressures that intensify for women after midlife, especially the shift from being overlooked to being judged against new standards of productivity, appearance, care work, and emotio...
Author: Curioprompt
Category: Society | Model: gpt-5.4-mini
Examine how small cultural institutions can form a self-sustaining ecosystem around a shared art form. What roles do bookstores, archives, publishers, venues, critics, and audiences play in keeping a ...
Author: Curioprompt
Category: Culture | Model: gpt-5.4-mini
You are advising a government facing labor shortages in caregiving and other essential service sectors. Design a workforce strategy that combines domestic training, wage reform, automation, credential...
Author: Curioprompt
Category: Economics | Model: gpt-5.4-mini
Evaluate how a public health system should choose between treating illness and expanding preventive care. When should vaccines, screening, and subsidy programs be added to universal coverage, and how ...
Author: Curioprompt
Category: Science | Model: gpt-5.4-mini
Explore how societies can address labor shortages in physically demanding or low-status occupations when the existing workforce is aging. What combination of wage changes, training, mechanization, imm...
Author: Curioprompt
Category: Society | Model: gpt-5.4-mini
Health systems and public institutions increasingly face the need to serve diverse identities while also adopting new care models and digital tools. Analyze how inclusive public services can be design...
Author: Curioprompt
Category: Health | Model: gpt-5.4-mini
Policies aimed at reducing violence against women range from self-defense tools and criminal penalties to education, moderation of online spaces, and support services. Compare the strengths and weakne...
Author: Curioprompt
Category: Society | Model: gpt-5.4-mini
Critique a policy agenda aimed at women that emphasizes a small set of highly visible concerns such as health, caregiving, and education. What problems does this approach solve well, and what issues d...
Author: Curioprompt
Category: Politics | Model: gpt-5.4-mini
Act as a policy strategist and resilience planner. Explain how a country can adapt its infrastructure, healthcare system, and public guidance for a future in which extreme heat is no longer rare. Cove...
Author: Curioprompt
Category: Society | Model: gpt-5.4-mini
Investigate the strategic tradeoffs behind building an AI ecosystem that relies on domestic chips, in-house infrastructure, and national standards for agent interoperability. How do hardware constrain...
Author: Curioprompt
Category: Technology | Model: gpt-5.4-mini
Discuss how societies decide who is responsible for protecting vulnerable people when formal systems are incomplete or uneven. Use the themes of legal guardianship for mentally ill adults, public reac...
Author: Curioprompt
Category: Society | Model: gpt-5.4-mini
Evaluate the pros and cons of expanding access to self-defense tools for vulnerable groups. When does a policy meant to increase personal safety also signal a failure of broader public protection? Dis...
Author: Curioprompt
Category: Society | Model: gpt-5.4-mini
Create a thoughtful analysis of how grief affects public figures, families, and audiences when private loss becomes part of a public story. What do people need in order to speak about loss honestly, a...
Author: Curioprompt
Category: Society | Model: gpt-5.4-mini
Create a strategic analysis of how a technology ecosystem can move from strength in hardware and supercomputing toward leadership in AI, drones, and trusted digital infrastructure. What matters more f...
Author: Curioprompt
Category: Technology | Model: gpt-5.4-mini
Examine how cities and towns can reduce the risks faced by older adults living with cognitive decline while strengthening social connection for all residents. Include the roles of neighbor networks, t...
Author: Curioprompt
Category: Society | Model: gpt-5.4-mini
Examine how the creation of a technology or innovation cluster affects a region beyond the firms that receive investment. Trace the links between job creation, migration, housing demand, transport, se...
Author: Curioprompt
Category: Society | Model: gpt-5.4-mini
Evaluate how artificial intelligence and smart systems can be introduced into public health settings such as intensive care units, hospitals, and large public health networks. What tasks should be aut...
Author: Curioprompt
Category: Science | Model: gpt-5.4-mini
Analyze how a country can turn healthcare into a driver of economic growth, not just a public cost. Break down the channels through which better healthcare affects labor productivity, job creation, me...
Author: Curioprompt
Category: Economics | Model: gpt-5.4-mini
AI is being introduced across transportation, manufacturing, health care, military planning, and enterprise systems, while related data centers and compute infrastructure raise local and environmental...
Author: Curioprompt
Category: Technology | Model: gpt-5.4-mini
Powerful technologies can spread faster than the rules meant to govern them. Build a framework for AI governance that balances innovation, safety, national competitiveness, and public accountability. ...
Author: Curioprompt
Category: Technology | Model: gpt-5.4-mini
Break down how an early-stage company can build an AI product that wins in a cautious, high-stakes market such as finance or health care. Examine product positioning, workflow integration, data advant...
Author: Curioprompt
Category: Technology | Model: gpt-5.4-mini
A society is facing shortages in skilled professions such as surgery, elder care, inspections, and logistics. Analyze how AI tools can supplement human experts in these fields while preserving quality...
Author: Curioprompt
Category: Technology | Model: gpt-5.4-mini
Analyze the case for strict professional qualification rules in a modern economy. Explain how licensing and credential enforcement can improve safety, trust, and productivity, and where they can also ...
Author: Curioprompt
Category: Economics | Model: gpt-5.4-mini
Design a thoughtful essay or discussion guide about how societies negotiate identity, stigma, and disagreement in family, school, religion, and public culture. Use examples such as political self-cens...
Author: Curioprompt
Category: Society | Model: gpt-5.4-mini
Analyze what happens when daily traffic becomes so burdensome that people start adapting their bodies, schedules, and even vehicles to the commute itself. Build a case study of the social and economic...
Author: Curioprompt
Category: Urban Planning | Model: gpt-5.4-mini
Evaluate how strategic partnerships accelerate technological capability in sectors like drones, air defense, digital infrastructure, and energy systems. Compare the benefits of domestic development, j...
Author: Curioprompt
Category: Technology | Model: gpt-5.4-mini
Analyze the mechanisms that make an economy resilient during geopolitical disruption. Discuss supply chain redundancy, emergency planning, transport and logistics coordination, energy infrastructure, ...
Author: Curioprompt
Category: Economics | Model: gpt-5.4-mini
Some cultural brands and creators remain powerful for decades, then find new life through anniversaries, reintroductions, adaptations, stage productions, museums, and overseas retail expansion. Analyz...
Author: Curioprompt
Category: Culture | Model: gpt-5.4-mini
A country with extensive underwater heritage can face a strategic choice: preserve sites as cultural assets, study them as scientific records, and develop them carefully for education and tourism. Exp...
Author: Curioprompt
Category: Culture | Model: gpt-5.4-mini
Analyze why governments care so much about deficit reduction, debt trajectories, and investment-grade credit ratings. Explain the tradeoff between fiscal consolidation and spending for growth, and des...
Author: Curioprompt
Category: Economics | Model: gpt-5.4-mini
Analyze why governments care so much about deficit reduction, debt trajectories, and investment-grade credit ratings. Explain the tradeoff between fiscal consolidation and spending for growth, and des...
Author: Curioprompt
Category: Economics | Model: gpt-5.4-mini
A government wants to reform an older legal framework that still governs Indigenous status, membership, and rights. What principles should guide such reform: self-determination, treaty obligations, eq...
Author: Curioprompt
Category: Society | Model: gpt-5.4-mini
A government wants to reform an older legal framework that still governs Indigenous status, membership, and rights. What principles should guide such reform: self-determination, treaty obligations, eq...
Author: Curioprompt
Category: Society | Model: gpt-5.4-mini
Discuss how governments can better protect older adults with disabilities through policy, public services, and social design. Cover legal safeguards, accessible infrastructure, healthcare coordination...
Author: Curioprompt
Category: Society | Model: gpt-5.4-mini
Propose a modular national framework for health surveillance that combines sentinel reporting, digital data streams, and point-of-care diagnostics. Include privacy safeguards, equity considerations, a...
Author: Curioprompt
Category: Science | Model: gpt-5-nano
From a policy design perspective, examine how centralized care services can redistribute labor across households and formal workers, including funding models, workforce training, wage standards, and c...
Author: Curioprompt
Category: Society | Model: gpt-5-nano
Create a blueprint for resilient, specialized health units within a national health system. Include governance, staffing, supply chains, surge capacity, integration of research with patient care, and ...
Author: Curioprompt
Category: Health | Model: gpt-5-nano
Investigate how insurance coverage rules, eligibility criteria, and out-of-pocket costs shape access to gender-affirming treatments. Propose policy options to expand equitable access while balancing c...
Author: CurioPrompt
Category: Economics | Model: gpt-5-nano
You are an expert **Senior Technical Content Strategist** specializing in transforming complex, low-level engineering documentation (such as protocol specifications, API call sequences, or hardware da...
Author: AI Agent (gemma4)
Category: Industry Analysis | Model: gemma4
You are an elite, highly specialized 'Australia Mining Technology and Mineral Processing Expert'. Your expertise spans the entire modern mining value chain, from exploration expenditure trends to comp...
Author: AI Agent (gemma4)
Category: Industry Analysis | Model: gemma4
Provide battery health guidance: charging patterns, storage levels, heat avoidance, and long-term maintenance. Keep it general and practical.
Author: Assistant
Category: handheld-pc-makers | 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
Create a pipeline where analytics identifies friction points and the agent proposes small UX or performance fixes. Require user impact estimation and safe rollout.
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
Design an artifact ledger storing RFCs, diffs, test reports, benchmarks, deploy logs, and citations. Include retention policy and query patterns for audits.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design a two-person approval rule for high-risk areas (auth, payments, prod config). Include automated detection of risky diffs and enforcement.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Create a cost-aware policy: budgets per run, per tool call, and per environment. Require justification for expensive steps and optimize via caching and routing.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design retrieval that avoids irrelevant context: recency weighting, scope filters, and contradiction detection. Include evals for context precision/recall.
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
Design a process where the agent proposes new lint rules only with evidence of repeated issues. Include rollout plan, false-positive checks, and developer ergonomics.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design compatibility tests between LLM prompts and MCP tools: schema conformance, error handling, and anti-injection checks. Gate prompt/tool updates on these tests.
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
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 optimizes tail latency: identify bottlenecks, reduce contention, add caching, and validate with load tests. Track p95/p99 improvements.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Create a workflow to propose UX copy changes, test via A/B, and ensure no dark patterns. Include an ethics checklist and rollback criteria.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design an agent to improve alt-text and form labels, requiring neutral phrasing, avoiding sensitive inference, and validating with accessibility tests.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Create a plan to deprecate APIs safely: warnings, dual-run, client update automation, and cutoff dates. Include dashboards to track migration progress.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Create a loop where production failures and near-misses become new eval tests. The agent should propose test additions with minimal reproductions and acceptance criteria.
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
Define autonomy tiers for the self-improver. Specify which actions are allowed at each tier and what evidence is required to graduate tiers safely.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design MCP wrappers that validate inputs, enforce types, and reject dangerous parameters. Include error taxonomy and audit logging for rejected calls.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design an agent that improves error handling: retries, timeouts, and clearer exception types. Require integration tests and telemetry validation post-deploy.
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
Design a doc crawler + citation store so the agent can quote authoritative sources for API usage and edge cases. Include freshness checks and version pinning.
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
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 improvements to internal developer tools: faster local setup, better error messages, and templates. Use surveys + telemetry to prioritize changes.
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
Define an RFC template the agent must fill: motivation, risks, alternatives, test plan, rollout plan, and monitoring. Require linking evidence and metrics.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Draft constraints so research/crawling never performs intrusive activity; only access allowed APIs and public docs. Include a compliance checklist and enforcement.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Create an agent that validates docs examples by executing them in a sandbox, checks links, and ensures version correctness. Propose fixes with evidence.
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 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 test selection algorithm that runs only relevant tests for a diff but guarantees critical coverage (safety suite always runs). Include calibration and drift checks.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design a routing agent that selects specialized agents (tests, security, perf, docs) based on task intent and risk. Include confidence thresholds and fallbacks.
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
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
Create a blueprint to add fallbacks when external APIs fail: cached responses, alternative providers, and graceful degradation. Include policy for when to fail fast.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Create a plan to reduce logging costs: sampling, cardinality caps, and aggregation. Require proof that debugging capability is preserved via incident drills.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design scenario tests that reflect real user journeys and have the self-improver maintain them. Include a process to add scenarios from support tickets.
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 to reduce permissions across services: narrow IAM roles, remove unused keys, and add tests that detect overbroad permissions. Require staged rollout.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design an agent that writes release notes from diffs and PR descriptions, focusing on user-visible impact, migrations, and known issues. Include accuracy checks.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Create a linter for agent prompts: ban risky instructions, require citations for factual claims, enforce “no tool calls from untrusted text” policies.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design a tool registry: versioned MCP tools, deprecation, and audit trails. Include a process for approving new tools and revoking compromised ones.
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 a global kill switch that halts all automated edits/deploys across environments. Include manual override process and audit logging.
Author: Assistant
Category: safe-self-improving-ai | 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 automated rollback tests that verify deployments can be reverted cleanly. Include data migration constraints and safe fallback paths.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Create a chaos testing approach limited to staging: inject failures, verify timeouts/circuit breakers, and ensure alerts fire. Require strict boundaries and approval.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design sanitization so retrieved web/docs cannot inject instructions. Include instruction isolation, allowlisted tool use, and red-team tests for prompt injection.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design a gate that blocks merges unless linting, type checks, and security linters pass. Include a policy for exceptions and mandatory justification logging.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Create a permissions matrix for MCP tools: read-only by default, write tools gated, deploy tools require human approval. Include environment separation (dev/stage/prod).
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design secret-handling: vault integration, redaction in logs, and automated leak scans on diffs, logs, and artifacts. Include fail-closed behavior.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design an improvement loop keyed to SLOs: latency, error rates, and quality metrics. Require that proposed changes specify which SLO they target and how measured.
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
Create a performance tuning agent that profiles hotspots, proposes targeted optimizations, validates with benchmarks, and documents tradeoffs.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design an agent that identifies flaky tests, isolates root causes (timing, ordering, external deps), and proposes stabilization patches. Require proof via repeated runs.
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 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
Create a plan for improving logs: structured fields, sampling, PII redaction, and correlation IDs. Require that changes do not reduce incident investigability.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Build an eval harness for self-edits: deterministic tool mocks, seeded randomness, replayable runs, and stored artifacts for auditing decisions.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Create a documentation crawler for self-improvement research that respects robots.txt, rate limits, and TOS. Include caching, dedupe, and citation storage.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design contract tests for microservices: consumer-driven contracts, version pinning, and compatibility gates. Integrate with the self-edit loop for safe rollouts.
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 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 memory policies for the self-improver: store only non-sensitive, useful facts; avoid personal data; set retention windows. Include audit and deletion workflows.
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
Design a feature flag workflow: staged rollout, kill switches, and metrics by cohort. Include rules for cleanup (flag debt) and audit logging.
Author: Assistant
Category: safe-self-improving-ai | 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 schedule for the research agent to pull release notes, CVEs, and docs updates, summarize changes, and propose actionable backlog items with citations.
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 ADR generator that proposes ADRs for significant changes: context, decision, alternatives, consequences. Require human approval and link tests/metrics.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Create a plan for rotating secrets using a vault and short-lived tokens. Ensure no secret values are ever logged, diffed, or included in artifacts.
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 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
Create an agent to optimize CI time: caching, test sharding, and selective runs while preserving safety. Include a policy to prevent skipping critical tests.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Create an agent that checks API changes for backward compatibility: OpenAPI/JSON schema diffs, deprecation policy, versioning, and migration notes.
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 artifact signing, signature verification in deploy, and provenance metadata. Ensure the self-edit loop cannot bypass signing checks.
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
Create a tracing and logging spec for the self-edit loop: prompts, tool calls, diffs, test results, deploy events, and user impact metrics.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design a reproducible build pipeline: pinned deps, lockfiles, hermetic builds, SBOM generation, and provenance attestation for every self-edit.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Create a blueprint for self-updating policy files (rulesets) with tests, staging, and canary enforcement. Require explicit approval for tightening/loosening security.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Draft a policy that constrains self-edits: allowed files, banned operations, secrets handling, network access rules, and “human approval required” triggers.
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 documentation set for the self-improving agent: architecture, tools, policies, and runbooks. Include a “limitations” section and safety rationale.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Create a blueprint for self-editing CI/CD scripts safely: validate configs, run in sandbox, and require manual approval for permission changes.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Build a dependency update agent that monitors CVEs, proposes safe upgrades, runs integration tests, and creates changelog notes. Include rollback and pin rules.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design a self-improving CLI agent that adds features while preserving backward compatibility, adds help text/tests, and uses semantic versioning rules.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design a plan to self-improve ranking/retrieval safely: offline eval sets, interleaving/AB tests, bias checks, and rollback on metric drops.
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
Define guardrails that block large architectural changes unless an explicit human-approved RFC exists. Include heuristics to detect “too big” diffs.
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 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 migration workflow: generate migrations, run on staging snapshots, verify invariants, measure runtime, and define rollback strategy. Require human approval for prod.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design a loop to detect memory leaks: reproduce with stress tests, capture heap snapshots, propose fix, and verify stability. Include regression tests.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design a configuration validation layer: schema checks, safe defaults, and environment-specific constraints. Include rollback strategy and change approvals for risky config.
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 progressive delivery system: canary cohorts, SLO monitoring, automatic rollback, and incident annotations. Include safe defaults and stop conditions.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
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.
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
Design a consensus mechanism for risky changes: verifier override, structured voting, and escalation to human. Include disagreement logs and rationale storage.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Create an agent that builds a “system map”: modules, ownership, dependencies, and critical paths. Use it to constrain edits to low-risk areas first.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design enforcement: lockfile required, checksum verification, artifact signing, and dependency allowlists/denylists. Include alerting on suspicious updates.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Create a rule-based + learned risk classifier for diffs: file types, touched modules, dependency impact, and security sensitivity. Use it to decide required gates.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design a loop to improve job scheduling: fairness, retries, visibility timeouts, and backpressure. Require load testing and chaos testing in staging.
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
Create a property-based testing strategy for critical modules: define properties, generators, shrinking, and CI integration. Use failures to guide safer edits.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Create an agent that turns bug reports into minimal reproducible cases, adds regression tests, and proposes fixes. Include a triage rubric and severity mapping.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Build a semantic diff summarizer: describe functional change, impacted modules, migration needs, and risks. Require it to cite tests/benchmarks that support claims.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Create an agent that scans logs/events for accidental PII collection and proposes fixes (redaction, schema changes). Include alerting and retention rules.
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
Design traceability: map docs claims to tests that verify them. The agent should propose missing tests when docs promise behavior without coverage.
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
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
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 an agent that identifies unreliable dependencies and adds circuit breakers, timeouts, and fallbacks. Validate via chaos testing in staging.
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 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
Design a multi-repo agent that only edits repos it’s authorized for, respects codeowners, and uses per-repo policies. Include cross-repo dependency coordination rules.
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 an agent that reduces third-party API spend via caching, batching, and smarter fallbacks, while preserving correctness. Include cost dashboards and guardrails.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design an agent that tunes retry/backoff/rate-limits based on telemetry. Require proofs that error rates drop without raising costs or latency.
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
Create a method to add assertions/contracts before refactoring so behavior is constrained. Include invariant selection, runtime cost management, and removal policy.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Create a release engineering agent: semantic versioning, changelog generation, tag signing, and release notes validation. Require human approval for major versions.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design an agent to tune security headers and CSP safely: staged enforcement, report-only mode, breakage monitoring, and rollback. Require security team sign-off.
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
Design tabletop exercises and simulations for agent failures (bad PR, bad deploy). Include roles, scripts, and acceptance criteria for readiness.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Create a plan to tighten interfaces with types, schemas, and validation at boundaries. Require gradual rollout and tests demonstrating improved error detection.
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
Design a modularization plan: identify seams, extract modules, keep interfaces stable, and add integration tests. Require incremental steps and metrics.
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
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
Define error budgets and a policy: when error budget is low, block auto-deploys and require human approval. Include dashboards and alert thresholds.
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
Design an agent that expands benchmarks as new features land: add workloads, track performance trends, and alert on regressions. Include benchmark governance.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Create criteria for refusing changes: ambiguous requirements, missing tests, high risk without approval, or insufficient evidence. Include user messaging templates.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Create an agent to tune caches: TTLs, invalidation, and hit rates. Require correctness proofs, stale data detection, and rollback thresholds.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design a plan to evolve telemetry schemas: version fields, dual-write, backfill, and validation. Include privacy checks and cost controls.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design a prompt library that the agent can improve safely: semantic versioning, eval gates, canary prompts, and rollback. Include prompt linting rules.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design an agent that tunes security scanners (SAST rules, allowlists) based on confirmed findings and false positives. Require approvals for any rule weakening.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Create a backlog system: bugs, tech debt, performance, and security items. Include scoring by user impact, risk, and effort, and automatic issue creation via MCP.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Create a safety case template per capability: hazards, mitigations, tests, monitoring, rollback, and residual risk. Require evidence links and sign-off rules.
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
Design an agent that improves ETL reliability: retries, idempotency, checkpoints, and backfills. Require correctness validation and cost constraints.
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 safety regression suite for tool-using agents: prompt injection tests, permission misuse tests, and data leakage tests. Gate deployments on this suite.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Create a plan to safely modify locale/date/number formatting: add tests for edge locales, verify backward compatibility, and avoid breaking user settings.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Create a blueprint to improve build scripts safely: hermeticity, caching, parallelism, and reproducibility. Require staged validation and rollback.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design a safe self-reflection procedure: bounded critique, avoiding infinite loops, and ensuring critique is grounded in evidence. Provide stop rules and performance safeguards.
Author: Assistant
Category: recursive-ai-safety | Model: GPT-5.2
Define hard caps on recursion: max iterations, time limits, budget limits, and scope constraints. Provide rules for when to reset context and when to escalate to humans.
Author: Assistant
Category: recursive-ai-safety | Model: GPT-5.2
Build a risk register for recursive AI improvement: failure modes, likelihood/impact, detection signals, mitigations, and owners. Include a template and an example filled out for an LLM toolchain.
Author: Assistant
Category: recursive-ai-safety | Model: GPT-5.2
Create homework ideas with high completion rates: micro-tasks, self-checking, and accountability. Include a weekly routine and incentives that aren’t punitive.
Author: Assistant
Category: language-teaching | Model: gpt-4o
Design a 5-lesson mini-course on counterpoint: species rules, common errors, and daily exercises. Include an AI-assisted checking method and a rubric for self-evaluation.
Author: Assistant
Category: music-ai-students | Model: gpt-4o
Create a TOEFL Listening note-taking method: shorthand symbols, structure for lectures vs conversations, and how to capture transitions and examples. Provide 10 drills and a self-check checklist.
Author: Assistant
Category: toefl-2026 | Model: gpt-4o
Create a toolkit for performance anxiety: pre-performance routine, breathing, mental rehearsal, ‘mistake recovery’ tactics, and a 2-week exposure plan. Include a short script for self-talk.
Author: Assistant
Category: music-ai-students | Model: gpt-4o
Act as an executive coach. Ask me 10 diagnostic questions about how I show up in meetings (voice, brevity, stance, framing). Then give a 2-week practice plan with measurable drills and a self-scoring ...
Author: Assistant
Category: soft-skills | Model: GPT-5.2
Create maintenance routines by instrument family: string changes, woodwind pad care, brass valve care, drum head tuning, and piano basic care. Include schedules and warning signs for professional serv...
Author: Assistant
Category: music-ai-students | Model: gpt-4o
Design a practical off-grid care plan for elders: comfort, mobility support, medication tracking, hydration, and communication. Keep it respectful and non-medical.
Author: Assistant
Category: off-grid-survival | Model: GPT-5.2
Create a readiness plan for caring for elderly family members: mobility needs, medications list organization, communication plan, and caregiver coordination. Keep it practical and respectful.
Author: Assistant
Category: preparedness | Model: gpt-4o
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 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
Explain the pros/cons of separate tickets (especially flights + rail). Provide criteria for when it’s safe, recommended buffer times, and what protections you lose. Include a practical checklist.
Author: Assistant
Category: smart-ticketing | Model: gpt-4o
Design a safe self-improvement loop for prompts/tools: propose change, run evals, red-team, canary, deploy, monitor. Include stop rules and audit artifacts.
Author: Assistant
Category: agent-architecture | Model: GPT-5.2
Create a self-management OS: weekly planning, daily top 3, reflection, and stakeholder updates. Include a template and guidance for sticking to it.
Author: Assistant
Category: soft-skills | Model: GPT-5.2
Design a reputation strategy based on thoughtfulness: better questions, careful writing, consistent delivery, and helping others. Provide a weekly plan and examples of small actions with high impact.
Author: Assistant
Category: global-business-advice | Model: gpt-4o
Create a data storytelling post: pick one metric, craft a chart spec, interpret carefully, add counterpoints, and provide a short narrative. Output chart prompt guidance and caption variants.
Author: Assistant
Category: content-generation-2026 | Model: gpt-4o
Create a data contract strategy for AI pipelines: schema/versioning, quality SLAs, lineage, and rollback. Include a ‘self-healing’ playbook and governance checkpoints.
Author: Assistant
Category: ai-strategy-2026 | Model: gpt-4o
Design a surprise breakfast plan for a friend or loved one: menu that travels well, packaging, timing, and a note. Include allergy-friendly options.
Author: Assistant
Category: acts-of-service | Model: gpt-4o
Generate 30 specific compliment prompts (skills, character, growth, care) to help someone write meaningful appreciation without sounding generic.
Author: Assistant
Category: communication | Model: gpt-4o
Design a solo New Year ceremony that still feels special: light a candle, write 3 letters, take a night walk, and plan one act of kindness. Include a 30-minute schedule.
Author: Assistant
Category: personal-rituals | Model: gpt-4o
Plan a ‘little luxuries’ evening at home: bath/tea/reading/music. Provide a menu of low-cost upgrades and a calming script to guide the night.
Author: Assistant
Category: wellbeing | Model: gpt-4o
Create 10 gift ideas for a busy friend that reduce cognitive load: subscriptions, prep kits, checklists. Provide a short note template for each gift type.
Author: Assistant
Category: gifting | Model: gpt-4o
Design a pet-friendly New Year celebration: noise mitigation, safe treats, and a calming schedule. Include a note for guests about pet safety.
Author: Assistant
Category: home-and-family | Model: gpt-4o
Create a budget-friendly New Year gift basket plan with 3 budget tiers, item lists, packaging tips, and a handwritten note template. Include options for tea/coffee, self-care, and snacks.
Author: Assistant
Category: gifting | Model: gpt-4o
Design a 2-week study plan covering basic networking, OS fundamentals, and web security (OWASP Top 10). Include daily objectives, practice labs (Burp/ZAP), and a 30-question self-quiz with answer key.
Author: Assistant
Category: learning-path | Model: gpt-4o
Write a coaching session plan to help students self-advocate with teachers: request script, email template, and role-play scenarios.
Author: Assistant
Category: student-empowerment | Model: gpt-4o
Create a referral intake form for staff/parents: presenting concern, urgency indicators, history, and requested support. Include optional anonymous student self-referral version.
Author: Assistant
Category: intake-and-triage | Model: gpt-4o
Create a 6-week small group plan (friendships, stress, self-esteem). Include norms, weekly activities, and pre/post reflection measures.
Author: Assistant
Category: group-programs | 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 5 mini-lessons: email etiquette, punctuality, teamwork, conflict, and self-advocacy. Provide activities and quick assessments.
Author: Assistant
Category: life-skills-curriculum | 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
Propose a self-play generation strategy where a teacher model drafts, a critic model scores, and a curator enforces diversity/novelty. Provide leakage and drift monitors.
Author: Assistant
Category: data-synthesis-LLM | Model: gpt-4o
Build a questionnaire to determine preferred factor tilt (value, growth, quality, momentum). Suggest diversified ETFs for education and a rebalance cadence concept.
Author: Assistant
Category: investing-education | Model: gpt-4o
Write a field maintenance guide: cleaning, lube schedules, pad/rotor checks, tubeless sealant refresh, and PSI by rider/terrain/temp chart.
Author: Assistant
Category: maintenance-MTB | Model: gpt-4o
Produce a soloist risk plan: check-in cadence, route notes left at home, defensive camp layout, and self-rescue strategies.
Author: Assistant
Category: risk-solo | Model: gpt-4o
Generate 6 practice prompts (2 per task type), timing cues, sample high-band responses, and a self-evaluation rubric (delivery, language use, topic development). Include filler-word reduction drills.
Author: Assistant
Category: speaking | Model: gpt-4o
Act as an OB partner. Provide prenatal visit schedule, labs/imaging cadence, warning signs, meds safety tiers, and birth plan discussion prompts. Include templates for counseling and documentation.
Author: Assistant
Category: obstetrics-primarycare | Model: gpt-5
Act as a wound/derm partner. Provide staging basics, debridement/packing notes, dressing selection table, and infection vs colonization cues. Add follow-up cadence.
Author: Assistant
Category: primarycare-procedures | Model: gpt-5
Act as a POCUS coach. Lay out FAST, lung, IVC, and basic echo windows; probe choices; image labeling; and a credentialing log template. Add safety notes and documentation examples.
Author: Assistant
Category: critical-care-education | Model: gpt-5
Act as a virtual care lead. Build a telehealth SOP: privacy/location verification, exam substitutes, device data capture, e-prescribe rules, and after-visit summaries. Include a troubleshooting script...
Author: Assistant
Category: telehealth-operations | Model: gpt-5
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 serious-illness communicator. Provide SPIKES/NURSE scripts, ACP/POLST notes, symptom bundles (pain/dyspnea/anxiety), and a family meeting agenda. Include cultural sensitivity prompts.
Author: Assistant
Category: palliative-care | Model: gpt-5
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.
Author: Assistant
Category: behavioral-health | Model: gpt-5
Act as a pulmonology coach. Create stepwise algorithms, inhaler technique checks, action plans, and exacerbation bundles (steroids/antibiotics criteria, follow-up). Add smoking cessation micro-scripts...
Author: Assistant
Category: pulmonology-primarycare | Model: gpt-5
You are an IPC lead. Provide hand hygiene standards, PPE don/doff steps, isolation types, device care bundles (CLABSI/CAUTI/VAP), and audit forms. Include staff micro-training scripts.
Author: Assistant
Category: hospital-operations | Model: gpt-5
Act as a health literacy coach. Create bilingual/trilingual plain-language handouts (English/Japanese/Hindi) for 12 common conditions with teach-back prompts, after-hours guidance, and when-to-seek-ca...
Author: Assistant
Category: patient-communication | Model: gpt-5
You are a wellbeing lead. Create personal and unit-level micro-resets, debrief rituals, coverage norms, and a resource map. Include a self-check dashboard (red/amber/green).
Author: Assistant
Category: workforce-health | Model: gpt-5
Act as a nephrology partner. Outline KDIGO staging, albuminuria categories, ACEi/ARB/SGLT2 indications, anemia/mineral bone basics, and clear referral triggers. Include renal dosing reminders.
Author: Assistant
Category: nephrology-primarycare | Model: gpt-5
You are a primary care lead. Create a diagnosis/confirmation flow, ASCVD risk tie-ins, stepwise meds, resistant HTN workup, and a home BP monitoring protocol with messaging templates.
Author: Assistant
Category: primary-care | Model: gpt-5
Act as an airway lead. Provide RSI checklist, difficult airway algorithm, backup plans (bougie, supraglottic, surgical), and weight-based induction/sedation ranges with safety notes. Add equipment lay...
Author: Assistant
Category: critical-care | Model: gpt-5
You are an embedded AI lead. Design an edge pipeline for POC devices: on-device inference, quantization, latency budgets, offline fallback, and remote update policy. Include safety/alerting tests.
Author: Assistant
Category: medical-devices-ICT | Model: gpt-5
You are a sepsis lead. Provide a recognition flow (qSOFA/SIRS context), time-boxed bundle checklist (cultures, antibiotics, fluids, lactate), and a reassessment note template. Add stewardship notes an...
Author: Assistant
Category: emergency-care | Model: gpt-5
You are a prevention lead. Build adult/peds vax grids, risk-based indications, and catch-up logic. Add cancer screening intervals and shared decision talking points.
Author: Assistant
Category: prevention-pophealth | Model: gpt-5
You are an ED triage mentor. Create age-stratified red-flag lists for common chief complaints (SOB, fever, headache, abdominal pain). Map to immediate actions and initial orders; add a concise handoff...
Author: Assistant
Category: emergency-care | Model: gpt-5
Act as a peri-op partner. Provide surgical prophylaxis choices/timing, glucose/temperature/oxygen targets, and DVT prevention table. Include stop-order reminders.
Author: Assistant
Category: perioperative-quality | Model: gpt-5
Act as a compliance advisor. Draft guidelines for working on sensitive items in public: redaction habits, privacy screens, headphone mic etiquette, and 'no-go' topics. Provide a quick self-check.
Author: Assistant
Category: compliance | Model: gpt-5
Act as a sales manager. Build a 5-minute end-of-ride CRM sweep: stage updates, next steps, probability tweaks, and notes to self. Output a checklist and a forecast sanity check.
Author: Assistant
Category: sales | Model: gpt-5
Act as a maintenance tech. Provide a sensor and body care SOP: blower vs swab, wet cleaning, IBIS lock precautions, lens mount checks, and weather sealing care. Include a service interval table.
Author: Assistant
Category: photography | Model: gpt-4o
Draft a winter maintenance calendar for outdoor equipment in Lanzhou (approx. −15°C to 5°C). List monthly checks: lubrication, seals, heating jackets, battery care, snow/ice handling, and emergency pa...
Author: Tsubasa Kato
Category: Lanzhou Industrial & Business | 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
Write a prompt in the style of a caring mentor who says: 'Learn C/C++ and fundamentals to know how the machine really works, then learn Python to ride the future wave of AI and automation.' Keep it fu...
Author: AI Prompt Writer
Category: education | Model: gpt-5
Generate a Twitter/X thread prompt starting with 'If you’re in CS (or any tech field), listen up:' explaining why C/C++ + fundamentals = strong foundation, and Python = career booster. Make it witty, ...
Author: AI Prompt Writer
Category: social media | Model: gpt-5
Create a caring, future-focused prompt to encourage students to learn C/C++ along with CS fundamentals and DSA. Make it fun, engaging, and tie it to long-term career strength.
Author: AI Prompt Writer
Category: education | Model: gpt-5
Plan a microgrid simulation with PV + battery for a small campus. Deliver: load profiles, weather data, inverter models, dispatch strategies, KPIs (LCOE, self-consumption, outage hours), sensitivity. ...
Author: Tsubasa Kato
Category: Simulation | Model: GPT-5 Thinking
Outline a 60-day indie publishing launch for an ebook and paperback. Cover ARC outreach, Goodreads tactics, newsletter swaps, pricing promos, ads testing, and a simple KPI dashboard.
Author: ChatGPT
Category: publishing | 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
Imagine you are a personal development coach. Suggest strategies for improving time management and productivity for a remote worker.
Author: Admin
Category: Self-Improvement | Model: GPT-4o
If so, how reliable is its code, and should I test it carefully?
Author: Community
Category: Technical Use Cases | Model: GPT-4