Research

Triage failing PR checks with gh CLI, identify first actionable root cause, and derive exact local repro commands.

Provides assistance with planning family history and genealogy research projects.

Weekly experiment tracking loop for MD Home Care. Scans content changes, measures traffic impact via PostHog and GSC, and makes keep/iterate/revert decisions with lag-adjusted attribution.

ToolUniverse workflow — Drug Target Validation

Scope and prioritize technical spikes that de-risk architecture or implementation questions.

Jobs to Be Done analysis to understand what customers really want. Use for product discovery, competitive analysis, or understanding why customers hire/fire solutions.

Find where potential customers discuss problems online and extract their language patterns. Provides starting points for community research, not exhaustive coverage.

Write publication-ready ML/AI papers for NeurIPS, ICML, ICLR, ACL, AAAI, COLM. Use when drafting papers from research repos, structuring arguments, verifying citations, or preparing camera-ready submissions. Includes LaTeX templates, reviewer guidelines, and citation verification workflows.

Track machine learning experiments with reproducible parameters and metrics

Resolves disputes and conflicts between AI models during collaborative tasks

Quantum-classical hybrid checkpoint система. Используй когда (1) нужны cutting-edge технологии (real quantum algorithms, transformers, GNN), (2) research/innovation проекты с advanced ML requirements, (3) готовность к pre-AGI capabilities (15 функций), (4) hardware доступен (GPU/TPU recommended). 115 функций (39% real implementations vs 12% simulated), 5 сек, 99.7/100. Bridging v4.0→v5.0 AGI. Для researchers и innovators.

When the user wants to optimize post-signup onboarding, user activation, first-run experience, or time-to-value. Also use when the user mentions \"onboarding flow,\" \"activation rate,\" \"u...

Provides a deep understanding of chemistry through a technical-philosophical approach, for research and education tasks. In research tasks, you will use technical and logical understanding of the subtopics of the different theoretical models of chemistry and particles, as well as taking examples from the different historical chains of thought that have guided scientific advancement in chemistry throughout human history, compiled in this skill. For education, you will lead and guide the user t...

Create production-grade, accessible Jekyll themes for researchers conducting "research in public." Generates complete lab notebook-style themes with Tufte-inspired sidenotes, KaTeX math rendering, and WCAG 2.1 AA compliance. Use when building Jekyll themes for scientific journals, experiment logs, field notes, or research documentation sites. Supports collections for organizing experiments and field notes, responsive sidenote rendering (sidebar on desktop, inline on mobile), and full-width la...

Search the user's local Zotero library, find related papers via Semantic Scholar, and discover citations/references. **Claude Code only** - this skill requires a local Zotero instance and access to a port on localhost. Use when the user asks to search their Zotero library, find papers on a topic, explore citations of a paper, or find related literature. Supports cross-referencing Semantic Scholar results against the local library.

Interface with Zotero's MCP server to search and retrieve bibliographic data using advanced semantic search and multi-strategy approaches. Designed for output as a plain markdown formatted outline, suitable for pasting into Logseq. Also offers side-by-side translation of Chinese titles and abstracts for improved English language search within Logseq. Context-aware - uses agents in Claude Code, batched searches in Claude Desktop.

Interface with Zotero's MCP server to search and retrieve bibliographic data using advanced semantic search and multi-strategy approaches. Designed for output as a plain markdown formatted outline, suitable for pasting into Logseq. Also offers side-by-side translation of Chinese titles and abstracts for improved English language search within Logseq. Context-aware - uses agents in Claude Code, batched searches in Claude Desktop.

Conducts multi-turn iterative deep research on specific topics within a codebase with zero tolerance for shallow analysis. Use when the user wants an in-depth investigation, needs to understand how...

Capture a resonance moment — when something clicks, sparks joy, or feels right. Logs what resonated, when, why, and how. Use when user says "resonance", "yes!", "cool!", "very cool!", "love it", "that's it!", "exactly!", or expresses strong positive reaction to something just discussed. Do NOT trigger for general praise like "thanks" or "ok".

Speculative dreaming — background thinking, pre-computation, cross-repo patterns, and prediction. Consolidated from /morpheus per #333. Use when user says "dream", "speculate", "think ahead", "predict", "what if", "dream deeper", or wants the Oracle to dream between sessions.

Display Oracle philosophy — the 5 Principles + Rule 6. Use when user asks about principles, "nothing deleted", "patterns over intentions", Oracle philosophy, or needs alignment check. Do NOT trigger for "who are you" (use /who-are-you), "what is oracle" (use /about-oracle), or session status questions.

Research a topic from the last X days on Reddit + X + Web. Specify number of days as first argument.

Research any topic across Reddit, X, and web from the last 30 days. Get current trends, real community sentiment, and actionable insights in 7 minutes vs 2 hours manual research.

知识合成 — 将多来源信息融合为结构化知识，生成摘要、报告和知识图谱