GitHub
optimizing-rag
Optimize RAG performance with reranking, caching, parallel processing, and production deployment patterns. Use when improving retrieval quality, adding rerankers, deploying to production, implementing caching s...
tkhongsap AI Skills
GitHub ↗Explorez les skills IA publiés de tkhongsap et consultez leurs instructions source.
Statistiques de l’auteur
Skills indexés
10Étoiles des dépôts des skills indexés
5Forks du dépôt
0Moyenne des étoiles par skill indexé
1Les étoiles d’un dépôt peuvent se répéter entre ses skills.
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GitHub
canvas-design
Create beautiful visual art in .png and .pdf documents using design philosophy. You should use this skill when the user asks to create a poster, piece of art, design, or other static piece. Create original visu...
GitHub
english-to-thai-cultural-translation
Translate English content to Thai with cultural adaptation for idioms, formality levels (กระผม/ผม/ครับ/ค่ะ/นะ), honorifics, and context-appropriate register. Use when translating to Thai, adapting cultural refe...
GitHub
evaluating-rag
Evaluate RAG systems with hit rate, MRR, faithfulness metrics and compare retrieval strategies. Use when testing retrieval quality, generating evaluation datasets, comparing embeddings or retrievers, A/B testin...
GitHub
implementing-rag
Set up RAG pipelines with document chunking, embedding generation, and retrieval strategies using LlamaIndex. Use when building new RAG systems, choosing chunking approaches, selecting embedding models, or impl...
GitHub
scicode-author
Create new SciCode benchmark tasks from research papers. Use when authoring scientific coding problems, creating step files, writing problem.yaml, or setting up new benchmark tasks. Triggers on "create task", "...
GitHub
scicode-review
Review and validate SciCode benchmark problems for quality and correctness. Use when checking problem quality, verifying test cases, reviewing decomposition, or preparing tasks for submission. Triggers on "revi...
GitHub
english-to-thai-cultural-translation
Translate English content to Thai with cultural adaptation for idioms, formality levels (กระผม/ผม/ครับ/ค่ะ/นะ), honorifics, and context-appropriate register. Use when translating to Thai, adapting cultural refe...
GitHub
story-continuation-with-random-sentence
Analyze story beginnings and write coherent continuations (approximately 200 words) that naturally incorporate randomly generated sentences. Use for story writing tasks, creative writing practice, bilingual sto...
GitHub
scicode-fix
Analyze and fix "ineffective" subproblems in SciCode benchmark. Classify issues as MAJOR or MINOR, apply minimal fixes to MAJOR issues. Use when "analyze subproblem", "classify issue", "fix benchmark problem",...
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.