发现 Skills

Audit, clean, and optimize Clawdbot's vector memory (LanceDB). Use when memory is bloated with junk, token usage is high from irrelevant auto-recalls, or setting up memory maintenance automation.

Build financial models, backtest trading strategies, and analyze market data. Implements risk metrics, portfolio optimization, and statistical arbitrage. Use PROACTIVELY for quantitative finance, trading algorithms, or risk analysis.

SpeechBrain is an open-source PyTorch toolkit that accelerates conversational AI development. It provides recipes and pretrained models for speech recognition, speaker verification, speech enhancement, speech separation, language modeling, and text-to-speech across 40+ datasets.

Extract DFT calculation coordinates from PDF files and generate Gaussian .gjf files. 从PDF文件中提取DFT计算坐标并生成Gaussian gjf输入文件。 Supports batch processing with separate output folders for each PDF. 支持批量处理，每个PDF单独生成输出文件夹。

Interact with X/Twitter using the bird CLI via browser cookies (auth_token + ct0). Use for searching tweets, fetching user timelines, trending topics, engagement metrics, mentions, likes, and bookmarks. No X API key required.

Execute autonomous multi-step research using Google Gemini Deep Research Agent. Use for: market analysis, competitive landscaping, literature reviews, technical research, due diligence. Takes 2-10 ...

Supervisor workflow for multi-step tasks. Teaches planning, delegation, review cycles, and model selection. Use this whenever you need to break work into subtasks, delegate to specialist agents, coordinate parallel execution, or run review gates. Activate for any task that's too complex or multi-faceted to do in a single pass.

Create a single AI product on fore.vip with duplicate detection. Content can come from external sources (AI generation, search, GitHub, Product Hunt, user conversations, etc.).

Basic Notion API integration for creating and managing pages.

Community sentiment via Gate-News MCP, X/Twitter-first. Use for social discussion, KOL takes, or opinion on a coin or topic. Triggers: what does the community think about ETH, Twitter or X sentiment, what are people saying, KOL opinions. Reddit, Discord, Telegram when search_ugc is available; until then label output as X/Twitter-only. Tools: news_feed_search_x, news_feed_get_social_sentiment.

Convert PDF papers into Markdown files and extract all figure images. Uses MinerU (opendatalab) for industrial‑grade, high‑quality parsing.

Expert debugger for Next.js + Cloudflare Workers + Supabase stacks. Systematic troubleshooting for auth, caching, workers, RLS, CORS, and build issues. Activate on: 'debug', 'not working', 'error', 'broken', '500', '401', '403', 'cache issue', 'RLS', 'CORS'. NOT for: feature development (use language skills), architecture design (use system-architect).

Docker containerization expert with deep knowledge of multi-stage builds, image optimization, container security, Docker Compose orchestration, and production deployment patterns. Use PROACTIVELY for Dockerfile optimization, container issues, image size problems, security hardening, networking, and orchestration challenges.

Expert in building 3D experiences for the web - Three.js, React Three Fiber, Spline, WebGL, and interactive 3D scenes. Covers product configurators, 3D portfolios, immersive websites, and bringing depth to web experiences. Use when: 3D website, three.js, WebGL, react three fiber, 3D experience.

Propose backend, frontend, and data design for a feature, aligned with existing patterns.

Every meaningful directory in a project should have a `.context.md` that orients whoever arrives next — human or agent.

Batch push AI products. Create multiple products from external sources (AI, search, GitHub, etc.) without duplicate check.

Use this skill when the user needs to work with GitHub from the command line using the gh CLI. Comprehensive reference for repositories, issues, pull requests, Actions, projects, releases, gists, codespaces, search, API, extensions, and all GitHub operations via the terminal. Use it when the user says "gh pr", "gh issue", "create PR", "open PR", "list issues", "github cli", "gh api", "gh run", "create release", "gh search", "gh workflow", "create gist", "gh codespace", "gh repo", "create repo", "list repos", "merge PR", "review PR", "approve PR", "gh secret", "gh variable", "gh label", "gh project", "search github", "gh extension", "gh auth", "github token", "fork repo", "view checks", "rerun workflow", "download artifacts", "gh status", "list workflows".

```markdown

Token on-chain analysis via Gate-Info MCP: holder distribution, on-chain activity, and large or unusual transfers (scopes: holders / activity / transfers). Smart Money is not available in this version. Triggers include ETH on-chain analysis, BTC holder distribution, whale movements, and large transfers. Route single-address tracking to gate-info-addresstracker. Tools: info_onchain_get_token_onchain, info_coin_get_coin_info.

Professional DOCX document creation, editing, and formatting using OpenXML SDK (.NET). Three pipelines: (A) create new documents from scratch, (B) fill/edit content in existing documents, (C) apply template formatting with XSD validation gate-check. MUST use this skill whenever the user wants to produce, modify, or format a Word document — including when they say "write a report", "draft a proposal", "make a contract", "fill in this form", "reformat to match this template", or any task whose final output is a .docx file. Even if the user doesn't mention "docx" explicitly, if the task implies a printable/formal document, use this skill.

Extract structured chemical compound characterization data from chemistry supplementary material documents (PDF/Markdown). Use when Kimi needs to extract compound properties including NMR spectra, HRMS, HPLC data, melting points, optical rotation, and yield information from chemistry research papers or supplementary materials. Supports extraction of NMR spectra, HRMS, HPLC data, melting points, optical rotation, yields, and more. Supports both single compound extraction and batch extraction of all compounds.

Create, validate, and publish Claude Code plugins from forge modules. Use when creating or validating plugins, publishing to a marketplace, working with plugin.json, or managing Cowork plugins.

Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes