ir_quiz_tutor
A concise quiz tutor for Information Retrieval topics, covering both Elasticsearch architecture and probabilistic models like BM25.
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A concise quiz tutor for Information Retrieval topics, covering both Elasticsearch architecture and probabilistic models like BM25.
Converts accessibility documentation into structured PowerPoint slides with specific constraints on slide length, content density, and speaker note detail.
Analyzes presentation slides for correctness and latest trends, simplifies content for non-experts, and generates a speaking script. Follows an incremental workflow where analysis is withheld until all slides are provided.
Rewrites, summarizes, expands, synthesizes, or formats text strictly adhering to word, character, structural, persona, grammatical, and dialect constraints. Supports English and Turkish inputs. Specializes in specific blog structures, Simple English, Extreme TLDR, academic formatting, High Bursti...
Translates and polishes text into sophisticated, native-like American English with a literary flair. Replaces basic vocabulary with elegant phrasing while ensuring grammatical accuracy and maintaining a compact flow.
Generates a structured fact sheet for a fictional female character, including specific biometric measurements (name, age, height, weight, circumferences, shoe size) and descriptive sections for physical appearance, clothing, and personality.
Generates intuitive analogies to clarify complex technical concepts, aiding understanding for developers and non-technical audiences.
Write engaging video scripts for YouTube, TikTok, and other platforms. Creates complete scripts with hooks, main content, and CTAs. Supports various formats including tutorials, vlogs, reviews, explainers, and storytelling. Use when creating video scripts, writing YouTube content, or planning vid...
Write YouTube video scripts with hooks, retention strategies, and CTAs. TRIGGERS - Use when user wants to write a YouTube script, video content, or video outline.
Take a markdown file of raw material and shape it into an article through a conversational session — drafting candidate openings, growing the piece paragraph by paragraph, arguing about format (lists, tables, callouts, quotes) at each step. Use when the user has a pile of notes, fragments, or a r...
Python image processing for microscopy and bioimage analysis. Read/write images, filter (Gaussian, median, LoG), segment (thresholding, watershed, active contours), measure region properties, detect features. SciPy/NumPy ecosystem. Use OpenCV for real-time video; CellPose for DL cell segmentation...
Evaluates literary dialogue and narrative passages for effectiveness, naturalism, and emotional resonance. Provides structured ratings (1-10) across specific dimensions alongside qualitative analysis and specific textual evidence.
Generates content for inquiry-based school projects (like Google Slides) following a specific structure of headings, subheadings, evidence, and reasoning, written at a 7th-grade reading level with a natural tone.
Performs detailed syntactic and grammatical analysis of sentences, identifying structural and functional types, subject, predicate, and specific components including phrases, with strict adherence to classification labels.
Periodically refreshed mirror of agents, skills, prompts and instruction files from public repositories.
在 Swift 中使用 actor 实现线程安全的数据持久化——基于内存缓存与文件支持的存储,通过设计消除数据竞争。
Generates StoreKit 2 code for all subscription offer types — introductory, promotional, offer codes, and win-back. Includes eligibility checks, offer presentation, and the preferredSubscriptionOffer modifier. Use when adding subscription offers, free trials, or promotional pricing.
Assistive Access implementation for cognitive accessibility including simplified scenes, navigation icons, runtime detection, and design principles. Use when optimizing apps for Assistive Access mode.
Use when debugging navigation not responding, unexpected pops, deep links showing wrong screen, state lost on tab switch or background, crashes in navigationDestination, or any SwiftUI navigation failure - systematic diagnostics with production crisis defense
Use when choosing between CloudKit vs iCloud Drive, implementing reliable sync, handling offline-first patterns, or designing sync architecture - prevents common sync mistakes that cause data loss
AttributedString patterns for rich text formatting, alignment, selection, and SwiftUI integration. Use when working with styled text, text editing, or AttributedString APIs.
Use when storing credentials, tokens, or secrets securely, debugging SecItem errors (errSecDuplicateItem, errSecItemNotFound, errSecInteractionNotAllowed), managing keychain access groups, or choosing accessibility classes. Covers SecItem API mental model, uniqueness constraints, data protection,...
Use when implementing remote or local push notifications, requesting notification permission, managing APNs device tokens, adding notification actions/categories, building service extensions, or debugging push delivery failures. Covers APNs, FCM, Live Activity push transport, broadcast push, comm...
Use when implementing BGTaskScheduler, debugging background tasks that never run, understanding why tasks terminate early, or testing background execution - systematic task lifecycle management with proper registration, expiration handling, and Swift 6 cancellation patterns
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