Prompt Cards

Team Collaboration & Annotations
Add shared workspaces with highlights, comments, tasks, and version diffs on answers. Provide permissions and merge policies for edits.
Tags: collaboration, annotations, permissions, versioning, workflow
Author: Assistant
Created at: 2025-12-16 00:00:00
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Intent & Entity Understanding Layer
Specify an intent/entity parser to steer retrieval (who/what/where/time). Include temporal normalizers and domain ontologies. Provide examples and error handling.
Tags: NLU, intents, entities, temporal, ontologies
Author: Assistant
Created at: 2025-12-16 00:00:00
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Comparative Review Generator
Design a template that compares 3–8 sources across claims, methods, and biases. Provide a scoring rubric and a ‘consensus vs dissent’ table format.
Tags: comparison, reviews, bias, templates, consensus
Author: Assistant
Created at: 2025-12-16 00:00:00
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Confidence & Abstention Policy
Create a calibrated confidence score with abstain rules when evidence is thin or conflicting. Provide messaging strategies and re-query tactics.
Tags: confidence, abstention, calibration, policies, UX
Author: Assistant
Created at: 2025-12-16 00:00:00
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Robots/Politeness & Crawl Limits
Write a polite crawling policy: robots.txt compliance, crawl budgets, backoff, and legal safe-use notes. Provide telemetry fields to prove compliance.
Tags: crawling, robots, politeness, telemetry, legal
Author: Assistant
Created at: 2025-12-16 00:00:00
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Source Plugin Interface (ArXiv/SEC/PubMed)
Define a plugin interface for new corpora with auth, rate limits, pagination, and schema normalization. Provide example adapters and a certification checklist.
Tags: plugins, connectors, schemas, rate-limits, normalization
Author: Assistant
Created at: 2025-12-16 00:00:00
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Privacy/PII Scrub & Policy Layer
Add a privacy stage that redacts PII from inputs/outputs and blocks storage for sensitive fields. Provide audit logs and consent flags in metadata.
Tags: privacy, PII, redaction, policy, audit
Author: Assistant
Created at: 2025-12-16 00:00:00
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Reproducible Research DAG
Design a DAG (Airflow/Prefect) for reproducible research: crawl→retrieve→synthesize→verify→export. Include artifact hashing and cache invalidation rules.
Tags: reproducibility, pipelines, DAG, caching, hashing
Author: Assistant
Created at: 2025-12-16 00:00:00
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Structured Findings Exporter
Create an exporter that converts answers into JSON/CSV with fields (claim,evidence,source_url,confidence,timestamp). Provide schemas and sample exports.
Tags: export, JSON, CSV, structure, schemas
Author: Assistant
Created at: 2025-12-16 00:00:00
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Multimodal Research (PDF/Tables/Images)
Specify table extraction, PDF figure capture, and caption grounding. Define when to quote vs paraphrase, and include a screenshot-to-citation workflow.
Tags: multimodal, PDF, tables, images, grounding
Author: Assistant
Created at: 2025-12-16 00:00:00
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Live Change-Detection Watchers
Design watchers for tracked topics that diff sources and trigger re-summaries when material changes occur. Provide noise filters and notification policy.
Tags: change-detection, watchers, notifications, diffing, automation
Author: Assistant
Created at: 2025-12-16 00:00:00
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Synthetic QA Set Generator (With Citations)
Create a pipeline that generates questions from documents, with required answer spans and citations. Provide filters for ambiguity and leakage checks.
Tags: datasets, QA, synthesis, citations, filters
Author: Assistant
Created at: 2025-12-16 00:00:00
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