GitHub
hybrid-search-implementation
Guides hybrid search implementation: vector embeddings, keyword search, fusion algorithms, caching strategies. Use when implementing search, recommendation systems, or discovery features.
Skills IA tools academic
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Explorer
GitHub
research
Use when performing deep technical research, evaluating libraries, comparing options, or investigating APIs. Covers documentation lookup, issue investigation, version compatibility analysis, and synthesis of fi...
GitHub
tech-research-enforcer
Enforces iterative web research for coding and DevOps questions to prevent assumptions about libraries, frameworks, APIs, versions, and configurations. Use this skill when the user asks about programming langua...
GitHub
research-post
Generate research material on a given topic, placing content in the in-research folder. Focuses on content aggregation from different sources and outlining what should be covered in a future article.
GitHub
curriculum-research
Research subject matter, align to educational standards, map prerequisites, and recommend learning theories for curriculum design. Use when starting curriculum development, exploring new topics, or needing stan...
GitHub
curriculum-grade-assist
Assist with grading by applying rubrics to student work, generating criterion-level feedback, and maintaining consistency across submissions. Use when grading assignments, applying rubrics, or providing feedbac...
GitHub
curriculum-develop-items
Author high-quality assessment items (questions, prompts, tasks) aligned to learning objectives with answer keys and rubrics. Use when creating test questions, writing assessment items, or building item banks....
GitHub
learning-peer-review-designer
Design peer assessment systems including rubrics, calibration activities, review protocols, and feedback quality guidelines. Use for peer learning. Activates on "peer review", "peer assessment", "peer feedback"...
GitHub
curriculumplagiarism-detection
Detects plagiarism and validates content originality for educational materials.
GitHub
humanizer
Remove signs of AI-generated writing from text. Use when editing or reviewing text to make it sound more natural and human-written. Based on Wikipedia's comprehensive "Signs of AI writing" guide. Detects and fi...
GitHub
humanizer
Remove signs of AI-generated writing from text. Use when editing or reviewing text to make it sound more natural and human-written. Based on Wikipedia's comprehensive "Signs of AI writing" guide. Detects and fi...
GitHub
isda
Irreducible Semantic Density Analysis - analyzes text compressibility by decomposing into five strata (structure, retrievable, derived, curatorial, novel). Use when asked to analyze text density, measure origin...
GitHub
reviews-aggregator
Aggregates user reviews from Amazon/Reddit and expert reviews from specialized sites with sentiment analysis. Use when user asks to 'get reviews', 'what do users say', 'aggregate reviews', 'user feedback', 'exp...
GitHub
discussion-drafter
발굴조사 보고서 고찰(考察) 섹션 초안 작성
GitHub
xai-grok
Use xAI's Grok model with agentic tool calling for X (Twitter) search, web search, code execution, and real-time data access. Invoke when user needs Twitter/X insights, current events, alternative perspectives,...
GitHub
regulation-checker
국가유산청 발굴조사 보고서 규정 준수 체크리스트 생성
GitHub
rag-retrieval
Hybrid search (embedding + BM25) for retrieving relevant clinical note passages. Use for finding source evidence to support claims in summaries and recommendations.
GitHub
data-normalizer
발굴조사 자료(논문/보고서/주변유적) 수집 및 메타데이터 정규화
GitHub
contextual-chunking
Contextual Retrieval implementation for RAG - chunks clinical notes with LLM-generated context prepended to each chunk before embedding. Improves citation accuracy by 49% per Anthropic research.
GitHub
faculty-publications
Ensure the library has collected all publications by faculty in a department - a collection completeness requirement
GitHub
learning-literature-review
literature-review for evidence-based learning research and evaluation.
GitHub
collection-development
Standard collection development workflow for discovering, evaluating, and acquiring scholarly materials for the library collection
GitHub
citation-extraction
Extract and validate citations with Jaccard overlap calculation. Ensures all claims have verifiable source evidence with ≥0.7 alignment threshold.
GitHub
learning-data-collection
data-collection for evidence-based learning research and evaluation.
Le classement utilise les étoiles du dépôt GitHub indexé. Plusieurs skills peuvent partager ce nombre : ce n’est ni un nombre d’installations ni une note de qualité.