全部能力

Optimize Core Web Vitals (LCP, INP, CLS) for better page experience and search ranking. Use when asked to "improve Core Web Vitals", "fix LCP", "reduce CLS",…

Machine learning in Python with scikit-learn. Use when working with supervised learning (classification, regression), unsupervised learning (clustering,…

Research and investigate business prospects and leads. Gathers company information, contact details, and qualification data for sales.

Generate research questions from economic phenomena

Project memory system - save and search past decisions, preferences, context, and notes. Use when user says "remember this", asks "what did we decide about X",…

Low-level plotting library for full customization. Use when you need fine-grained control over every plot element, creating novel plot types, or integrating…

Research the codebase to answer questions. Search for relevant files, gather context, and provide clear answers.

Assists in writing high-quality content by conducting research, adding citations, improving hooks, iterating on outlines, and providing real-time feedback on…

Create publication-quality scientific diagrams using Nano Banana 2 AI with smart iterative refinement. Uses Gemini 3.1 Pro Preview for quality review. Only…

Use when 需要在 Spec 级设计阶段执行 D1 research（产出 `{FEATURE_DIR}/design/research.md`），或面对关键不确定性/高风险点需要先验证而不是直接进入 D2；常见症状包括缺少证据支撑取舍、未知项被写成 TODO/待确认问题、在压力下想猜 FEATURE_DIR…

Search and manage Confluence pages and spaces using CQL, read/create/update pages with Markdown support. Use when working with Confluence documentation.

Generate a production-ready AbsolutelySkilled skill from any source: GitHub repos, documentation URLs, or domain topics (marketing, sales, TypeScript, etc.). Triggers on /skill-forge, "create a skill for X", "generate a skill from these docs", "make a skill for this repo", "build a skill about marketing", or "add X to the registry". For URLs: performs deep doc research (README, llms.txt, API references). For domains: runs a brainstorming discovery session with the user to define scope and content. Outputs a complete skill/ folder with SKILL.md, evals.json, and optionally sources.yaml, ready to PR into the AbsolutelySkilled registry.

Generative Engine Optimization for AI search engines (ChatGPT, Claude, Perplexity).

Creates exhaustive technical references and API documentation. Generates comprehensive parameter listings, configuration guides, and searchable reference…

Analyze earnings call transcripts to extract forward-looking guidance, strategic focus areas, supply chain insights, and generate follow-up questions for…

Investigate and answer repository questions in read-only mode. Use when asked for research-backed answers that require codebase and documentation investigation…

Retrieve detailed balance sheet statement data including Total Assets, Current Assets, Non-Current Assets, Liabilities, Equity, and Net Debt for public…

Build production-ready LLM applications, advanced RAG systems, and intelligent agents. Implements vector search, multimodal AI, agent orchestration, and…

Clarify ambiguous or conflicting requests by researching first, then exhaustively interrogating assumptions, constraints, dependencies, trade-offs, edge cases, and failure modes before any planning or implementation. Use when prompts say "$grill-me" or "grill me", ask hard questions, request relentless interrogation, pressure-test assumptions, clarify scope or requirements, define success criteria, or request product/system-design decisions before implementation. Respond in the user's language. Stop before implementation.

Generate comprehensive market research reports (50+ pages) in the style of top consulting firms (McKinsey, BCG, Gartner). Features professional LaTeX…