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Refine vague or unclear prompts into precise, actionable instructions. Use when user asks to clarify or improve instructions or when input is vague. Not for already clear prompts or simple questions.
Regulatory Drafting agent for healthcare workflows.
Document re-ranking service (Reranker). It scores and re-ranks retrieval candidates based on a fine-grained relevance using deep learning models, significantly improving the precision of search result…
Extracts and assesses research methodology, claims, evidence, and infrastructure from research papers in HASS disciplines. Evaluates transparency, reproducibility, and credibility through systematic e…
This skill should be used when users request research on topics with compiled results saved to a file. It handles web searches, fetching authoritative sources, synthesizing information, and generating…
Add automatic stream recovery to AI chat with WorkflowChatTransport, start/resume API endpoints, and the useResumableChat hook.
Analyze AI/ML technical content (papers, articles, blog posts) and extract actionable insights filtered through enterprise AI engineering lens. Use when user provides URL/document for AI/ML content an…
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 feedb…
Use when asked to regenerate audio examples with shorthand like "L15 > P1 > E2" or "lesson 15 pattern 1 example 2" - runs regenerate_example.py with correct parameters
This skill provides comprehensive guidance for using the Replicate CLI to run AI models, create predictions, manage deployments, and fine-tune models. Use this skill when the user wants to interact wi…
Research Vercel AI SDK patterns, streaming, and multi-provider integration using Exa code search and Ref documentation
Celebrity cosmetic research process. When you enter a celebrity's name, it analyzes the celebrity's SNS to gather information on the actual cosmetics used.
Resizes images that are too large for the blog. Use when asked to resize images, optimize images, or make images smaller. Can resize to a specific width (e.g., "resize to 300px") or default to 1000px …
Generate, edit, and remix images using the Reve AI API. Use when creating images from text prompts, editing existing images with instructions, or combining/remixing multiple reference images. Requires…
Fix HOLD bias in RL reward function. Trigger when: (1) model learns to always HOLD, (2) trade rate is too low (<10%), (3) slippage penalty exceeds typical price moves.
RG Flow ACSet Skill
Spatial region-aware cell matching for CODEX/scRNAseq integration
Review text message conversations with a specified contact and send appropriate replies with cheerful tone and humor using Arlen's authentic writing style. This skill should be used when the user says…
Research external topics, create comprehensive analysis, determine project
Lightweight parallel research orchestration without full council debate. Spawns oracle agents with different queries, collects findings, synthesizes report.
Stream safe, staged previews of answers in CLI output. Use when you need to show how a response forms or changes state without exposing chain-of-thought.
Triadic skill (generation)
Master reward function design - potential-based shaping, hacking patterns, validation
Structured reasoning and deliberation. Record thoughts, deliberate on decisions, review thinking patterns.