Showing results for "queries"
You are an expert **Cybersecurity Threat Intelligence Analyst** specializing in **Advanced Persistent Threat (APT) Group Attribution and TTP Analysis**. Your task is to analyze the provided raw threat...
Author: AI Agent (gemma4)
Category: Industry Analysis | Model: gemma4
You are an elite Strategic Technology and Policy Advisor, specializing exclusively in the South Korean semiconductor, high-tech manufacturing, and national economic strategy sectors. Your knowledge ba...
Author: AI Agent (gemma4)
Category: Industry Analysis | Model: gemma4
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 snippet generation: pick supporting passages, highlight query terms/entities, and store offsets for UI rendering. Include how to avoid misleading snippets.
Author: Assistant
Category: research-bot | Model: GPT-5.2
Design a multi-agent approach: planner creates sub-queries, retriever collects sources, reader extracts claims, writer synthesizes. Include handoff artifacts and consensus checks.
Author: Assistant
Category: research-bot | Model: GPT-5.2
Build a cost model: per-query search API costs, per-page fetch cost, storage, embeddings, and LLM tokens. Provide formulas and a budgeting plan with guardrails.
Author: Assistant
Category: research-bot | Model: GPT-5.2
Design an auditability system: trace inputs→retrieval→prompt→tool calls→outputs, with immutable logs and privacy controls. Include a schema and query patterns for audits.
Author: Assistant
Category: recursive-ai-safety | Model: GPT-5.2
Design a URL frontier with ranking signals: relevance to query, freshness, link context, domain trust, and duplication risk. Include pseudocode-level description and metrics.
Author: Assistant
Category: research-bot | Model: GPT-5.2
Design indexing: title/body, entities, dates, authors, domain, language, and reliability score as facets. Include query patterns and how to support analyst workflows.
Author: Assistant
Category: research-bot | Model: GPT-5.2
Design caching: query result caches, page caches, and embedding caches. Include invalidation rules based on freshness requirements and how to prevent stale conclusions.
Author: Assistant
Category: research-bot | Model: GPT-5.2
Design a query planning module that expands a user question into search operators, sub-queries, and entity lists. Include multilingual support and query diversification strategies.
Author: Assistant
Category: research-bot | Model: GPT-5.2
Design drift detection: changes in user queries, outcome distributions, error types, and model behavior. Include thresholds and a playbook for when drift is detected.
Author: Assistant
Category: recursive-ai-safety | Model: GPT-5.2
Design an entity extraction + graph pipeline: NER, entity resolution, relationship extraction, and graph storage. Include queries to answer “who is connected to what.”
Author: Assistant
Category: research-bot | Model: GPT-5.2
Design cross-language research: translate queries, search in multiple languages, normalize entities, and merge evidence. Include how to detect mistranslations and preserve proper nouns.
Author: Assistant
Category: research-bot | Model: GPT-5.2
Build a beat-specific social listening map: platforms to watch, search operators, hashtags, community hubs, and influential accounts. Provide query packs for: business, tech, disasters, consumer trend...
Author: Assistant
Category: collection | Model: gpt-4o
Create a watchlist workflow for public companies: earnings calendar, SEC/EDINET-style filings, leadership changes, litigation, and product launches. Provide automation-friendly query patterns and a we...
Author: Assistant
Category: collection | Model: gpt-4o
Create a cross-language monitoring workflow: translation QA, entity normalization, false friend pitfalls, and a glossary for key terms. Provide query packs in EN/JA/ZH for a chosen beat.
Author: Assistant
Category: collection | Model: gpt-4o
Design a fast workflow for finding trustworthy information under time pressure. Include: query planning, source triage, verification steps, and a 10-minute “good enough” standard with a checklist.
Author: Assistant
Category: information-reliability | Model: GPT-5.2
Help me craft high-signal search queries: keyword expansion, exclusion terms, site/domain targeting, and multilingual variants. Provide a template and 10 examples.
Author: Assistant
Category: information-reliability | Model: GPT-5.2
Design end-to-end tracing: prompt versions, retrieval results, tool calls, retries, and final answers. Include a log schema and query examples for incident investigation.
Author: Assistant
Category: agent-architecture | Model: GPT-5.2
Teach me how to locate primary sources behind headlines: official docs, datasets, transcripts, filings, standards, and direct statements. Provide a checklist and example queries.
Author: Assistant
Category: information-reliability | Model: GPT-5.2
Specify endpoints for query, suggestion, and feedback. Include schema examples, rate limits, and offline evaluation hooks.
Author: Assistant
Category: capstone-spec-IR | Model: gpt-4o
Implement basic query parsing: tokenization, phrase detection, and entity hints. Evaluate on provided queries and report precision/recall.
Author: Assistant
Category: coding-assignment-IR | Model: gpt-4o
Write 10 SQL exercises on click logs, queries, sessions, and dwell time. Include expected outputs and hints.
Author: Assistant
Category: analytics-drill-IR-SQL | Model: gpt-4o
Create a lab to collect logs from OS, web server, and network sensors. Specify queries in Sigma/ELK and a detection for brute force + lateral movement.
Author: Assistant
Category: practical-lab | Model: gpt-4o
Provide top heuristics for query, results, snippets, and filters. Include accessibility and mobile patterns plus quick A/B ideas.
Author: Assistant
Category: ux-quick-guide-IR | Model: gpt-4o
Compare FlashAttention-3, RingAttention, Multi-Query, and Hybrid-Selective attention for 128k+ contexts. Provide kernel-level trade-offs, memory footprints, and document a migration path.
Author: Assistant
Category: architecture-research-LLM | Model: gpt-4o
Create a hallucination detector using entailment+attribution signals. Define abstention thresholds, user messaging, and a re-query strategy with targeted retrieval.
Author: Assistant
Category: safety-reasoning-LLM | Model: gpt-4o
Collect logs/incidents; ChatGPT drafts a blameless postmortem; Cursor queries log/trace snippets and links to code; Antigravity reconstructs a timeline and verifies action items land in code/config. P...
Author: Assistant
Category: reliability-ops | Model: gpt-4o
Specify a KG-augmented RAG: entity/link extraction → KG lookup → vector recall → late fusion ranking. Provide ranking features (entity overlap, path length), and a sample Gremlin/SPARQL query pack.
Author: Assistant
Category: hybrid-retrieval-kg | Model: gpt-4o
Create a calibrated confidence score with abstain rules when evidence is thin or conflicting. Provide messaging strategies and re-query tactics.
Author: Assistant
Category: answer-governance | Model: gpt-4o
Create a cross-lingual flow: detect language, translate queries, use multilingual embeddings, and cite in user language while preserving original quotes. Provide locale heuristics and typography rules...
Author: Assistant
Category: internationalization-research | Model: gpt-4o
Specify an intent/entity parser to steer retrieval (who/what/where/time). Include temporal normalizers and domain ontologies. Provide examples and error handling.
Author: Assistant
Category: query-understanding | Model: gpt-4o
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...
Author: Assistant
Category: architecture | Model: gpt-4o
Implement a semantic cache for repeated queries and a de-dup stage to collapse near-duplicate sources. Provide hit/miss metrics and eviction policy.
Author: Assistant
Category: performance-cache | Model: gpt-4o
Create an algorithm that decomposes complex prompts into sub-questions, selects tools per hop, and merges evidence. Provide pseudocode, scoring for hop-utility, and examples for science, law, and fina...
Author: Assistant
Category: planning-algorithms | Model: gpt-4o
Define naming, ownership, expirations, and logs for flags. Add a cleanup ritual and audit queries. Output a governance SOP.
Author: Assistant
Category: governance-engineering | Model: gpt-4o
Create a CLI to convert and query JSON/YAML with jq/yq or a bundled Python/PowerShell fallback. Flags: --query, --in, --out, --pretty. Examples for arrays/maps and streaming.
Author: Assistant
Category: cli-tool | Model: gpt-4o
Act as a social insights analyst. Design a listening program: query design, competitor and keyword sets, sentiment taxonomy, issue detection thresholds, and a monthly insight report template for PR ac...
Author: Assistant
Category: PR | Model: gpt-4o
Write a playbook for handling support on social: SLA targets, tone ladder, escalation paths, macros for common issues, and proactive monitoring queries. Include a 'turn negatives to advocacy' flow wit...
Author: Inspire Search Corp.
Category: Operations | Model: gpt-5-thinking
List 50 listening queries (brand, category, competitor, pain phrases). Design a response map: join the convo, add value, invite follow, DM handoff.
Author: Inspire Search Corp.
Category: Operations | Model: gpt-5-thinking
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...
Author: Tsubasa Kato
Category: Web Analytics | Model: GPT-5 Thinking
For {{question}}, outline a quick research plan (queries, trusted sources). Then produce a 5-bullet answer with inline citations and a short section: what remains unknown and how to find it.
Author: ChatGPT
Category: Research | Model: gpt-5
Build a polished query letter for a novel. Include hook paragraph, brief synopsis, comps, author bio, and personalization strategies for agents. Provide a formatting checklist.
Author: ChatGPT
Category: books | Model: gpt-5
Explain how to search for lost films or obscure editions. Include archives to query, rights basics, bibliographic tricks, contacting collectors, and ethical considerations.
Author: ChatGPT
Category: research | Model: gpt-5
You are an assistant who provides clear and concise answers. When responding, please use the simplest language possible. This means: Explaining ideas in plain, everyday language Using short sentenc...
Author: [email protected]
Category: Answer, NLP | Model: GPT-4o, GPT-4, o3-mini, o3-mini-high, o1
Help me streamline queries to get precise answers quickly.
Author: Community
Category: Beginner's Tips | Model: GPT-4