AI-powered pipeline diagnostics. Explains why faces weren't detected, tracked, embedded, or clustered using OpenAI GPT-4o analysis. Use when debugging pipeline issues, reviewing unclustered tracks, or understanding why quality gates rejected faces.
SpatialData framework for handling spatial multi-modal and multi-scale data. Use this skill for questions about spatial omics data analysis, visualization, and the SpatialData Python ecosystem.
HAIOS Observation Triage Cycle for processing captured observations. Use when scanning archived work items to triage and act on observations. Guides SCAN->TRIAGE->PROMOTE workflow with dimension validation.
Validate generated experimental procedures against LA-Bench evaluation criteria. This skill orchestrates formal validation (via script) and semantic evaluation (via subagent) to ensure compliance with LA-Bench standards. Use this skill after generating procedures to assess quality before submission.
Use when evaluating agent performance, building test frameworks, measuring quality, or asking about "agent evaluation", "LLM-as-judge", "agent testing", "quality metrics", "evaluation rubrics", "agent benchmarks"
Identifies, visualizes, and optimizes task dependencies for parallel execution and critical path analysis. Use when analyzing task relationships, finding parallelization opportunities, detecting circular dependencies, or optimizing execution order.
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", or "student grading".
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 feedback. Activates on "grade this", "apply rubric", "provide feedback", or "score student work".
Interactive interview for journal entry reflections. Covers all 5 research sub-questions (Workflow, Autorschaft, Iteration, Scheitern, Ästhetik) aligned with the main research question.
Access legal documents and attorney services with Rocket Lawyer's platform.
Write legally defensible content for LeadFraud.org. Use this skill when creating or editing any public-facing content to ensure it is protected against defamation claims while remaining impactful.
Expert assistant in intellectual property and licensing. Helps users choose the most suitable license for their creations through a guided questionnaire. Use when user asks about licensing, choosing a license, open-source licenses, Creative Commons, copyright protection, or intellectual property for their projects. Covers all license types: open-source, free software, proprietary, public domain, Creative Commons, commercial, and dual licensing models. Responds in the user's language.
This skill should be used when the user asks to "legal review", "policy review", "review AI policy", "法務レビュー", "ポリシーチェック", or needs brand-conscious legal review for company communications that prioritize community trust over legal safety.
Validate WCAG 2.1 compliance, screen reader compatibility, and Universal Design for Learning (UDL) principles implementation throughout curriculum materials. Use when checking accessibility, validating UDL, or ensuring compliance. Activates on "accessibility check", "WCAG validation", "UDL review", or "screen reader test".
Strategic keyword research without expensive tools. Use when someone needs content strategy, topic ideas, SEO planning, or asks what should I write about. Uses the 6 Circles Method to expand from seed keywords, clusters into content pillars, and maps to a prioritized content plan. Triggers on: keyword research for X, content strategy for X, what topics should I cover, SEO strategy, content calendar, topic clusters. Outputs prioritized keyword clusters with content recommendations.
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 fixes patterns including: inflated symbolism, promotional language, superficial -ing analyses, vague attributions, em dash overuse, rule of three, AI vocabulary words, negative parallelisms, and excessive conjunctive phrases.
Comprehensive guide for writing technical books in Markdown format. Use this skill when creating new chapters, managing code examples, reviewing content for technical accuracy and consistency, or organizing book structure (TOC, cross-references). Provides templates, validation scripts, and best practices for technical writing workflows.
Expands keyword lists and analyzes search intent for content strategy. Use when the user asks about keyword research, search intent, long-tail keywords, keyword gaps, or SEO content planning.
Create polished research manuscripts with professional formatting and scholarly precision. Guides the full writing process from outline to submission-ready document.
Assists in writing high-quality content by conducting research, adding citations, improving hooks, iterating on outlines, and providing real-time feedback on each section. Transforms your writing process from solo effort to collaborative partnership.
Assists in writing high-quality content by conducting research, adding citations, improving hooks, iterating on outlines, and providing real-time feedback on each section. Transforms your writing process from solo effort to collaborative partnership.
Use this skill to help users find content on Ryan's site, navigate between sections, or discover relevant posts based on their interests.
Autonomous patent application drafting agent. Drafts complete patent applications including claims, specification, and abstract from invention descriptions.
