Skill UI

An expert strategist for WeChat Official Accounts, designed to generate high-conversion content strategies. It provides proven formulas for titles, optimizes article architecture (including the crucial first fold), and guides Mini-Program integration paths. Use it for planning editorial calendars, improving open/sharing rates, or designing WeChat-driven sales funnels for the Chinese market.

This guide provides a comprehensive framework for authoring new, structured AI agent skills. It details a three-phase workflow, including gathering requirements, drafting the main instructions (SKILL.md), and ensuring optimal structure. It emphasizes best practices for descriptions, scripting, and file splitting to improve agent reliability and usability.

This skill provides a scaffold for building complex, composable recommendation, ranking, and feed pipelines. It implements the robust six-stage pattern (Source→Hydrator→Filter→Scorer→Selector→SideEffect), which is the industry standard for determining "top K items." Use it for social feeds, content CMS ranking, RAG reranking, or any system needing complex candidate prioritization.

This skill generates a comprehensive issue report on the current challenges, limitations, and open problems within Japanese Natural Language Processing (NLP) for a specified topic. By combining knowledge from a curated local dataset with real-time web search, it provides a deep dive into ongoing research gaps, evaluating the state-of-the-art and recommending areas for future work.

This skill is designed to capture and organize unstructured 'brain dumps'—messy streams of thoughts, ideas, and tasks—with zero information loss. It immediately structures the input into distinct, actionable sections (Projects/Ideas, Tasks, Connections, etc.), providing a clean, next-step guide. Use it whenever you are unloading a large, mixed block of thoughts and need them turned into coherent, executable plans.

A decision-grade research skill that generates a comprehensive, hypothesis-tested dossier on any entity (company, person, etc.). Unlike generic summaries, it forces the user to state a pre-existing hypothesis, then rigorously searches for evidence that validates or disproves it. The output is an editable report containing key facts, red flags, 12-month timelines, network signals, and actionable conversation hooks, making it ideal for investment, due diligence, or high-stakes meetings.

This skill provides a structured 'launching pad' for conducting academic literature reviews. It guides the user through a comprehensive intake process, requiring specificity on the research question and selecting appropriate frameworks (PICO, SPIDER, Decomposition). It then conducts strategic searches using Consensus, synthesizing findings into a professionally formatted research guide in DOCX format. It is designed not to produce a finished review, but an organized orientation document that allows researchers to dive into unfamiliar fields with confidence. Use cases include initiating res...

AEO (Answer Engine Optimization) is the practice of optimizing content specifically for citation in responses generated by Large Language Models (LLMs) like ChatGPT, Gemini, and Perplexity. Unlike traditional SEO, AEO focuses on improving E-E-A-T signals, structured data, and factual density to become an authoritative source for AI search, ensuring your content is cited when answering complex queries. This skill provides auditing, optimization, and tracking capabilities.

This skill provides comprehensive tools for working with the Brain Imaging Data Structure (BIDS) standard. It covers organizing diverse neuroscience and biomedical datasets (including MRI, EEG, MEG, PET, and behavioral data), validating dataset compliance, converting proprietary DICOM formats to BIDS, writing metadata sidecars, and generating BIDS-compliant derivatives. Essential for researchers preparing data for major repositories and publications.

A powerful PreToolUse hook designed to act as a safety net during code writing sessions. It automatically scans both file paths and content for 12 common security anti-patterns, including SQL injection, XSS, command injection (Node.js/Python), and unsafe deserialization. It blocks the writing operation and provides immediate warnings, ensuring adherence to secure coding practices when handling sensitive code like authentication or payment logic.

Designed for commercial leaders (Head of Commercial, RevOps, VP Sales) conducting quarterly channel reviews. This skill calculates the fully-loaded cost-to-serve per channel, determines the ROI using Cash, LTV, and Marginal lenses, and optimizes the channel mix subject to strategic constraints. It provides actionable verdicts (DOUBLE-DOWN / MAINTAIN / DEFUND / EXIT) and identifies the diminishing-returns inflection point, helping validate true channel profitability beyond surface metrics.

This skill helps structure the foundational commercial policies governing discounting off list price. It builds three deterministic tools: a 4D discount matrix builder (considering ARR, term length, payment terms), an exception flow router with compensating commitments, and a policy linter to detect governance gaps. It is designed for Heads of Commercial and RevOps to establish defensible rules of engagement, ensuring margin adherence and preventing discount drift, rather than for approving individual deals.