技能列表

Backtest stock trading strategies on historical OHLCV data and report win rate, return, CAGR, drawdown, Sharpe ratio, and trade logs. Use when evaluating or comparing strategy rules (SMA crossover, RSI mean reversion, breakout), quantifying transaction-cost impact, tuning parameters, or generating performance summaries from CSV data. Trigger for requests like "回测股票策略胜率", "测收益率", "compare two strategy backtests", and "build a strategy report from historical prices".

Generate publication-quality academic diagrams from paper methodology text

File-based weekly planning system (TOML) with inbox capture, time-block scheduling, weekly review, and optional calendar publishing (Google Calendar via gogcli or .ics export). Use when a user asks to plan or time-block a week, triage an inbox of tasks, roll over unfinished work, run a weekly review, or publish a weekly schedule to a calendar. Do NOT use for full project-management tools (Jira/Linear/etc.) unless explicitly requested.

Backup and restore all OpenClaw configuration, agent memory, skills, and workspace data. Part of the MyClaw.ai (https://myclaw.ai/skills) open skills ecosystem — the AI personal assistant platform that gives every user a full server with complete code control. Use when the user wants to create a snapshot of their OpenClaw instance, schedule periodic backups, restore from a backup, migrate to a new server, download a backup file locally, upload a backup file from another machine, or protect again

Automated community intelligence gathering for any open-source project or product. Searches Reddit, Hacker News, Twitter/X, GitHub, and YouTube for mentions, use cases, tips, complaints, and trends. Compiles findings into structured reports. Use when you want to monitor community sentiment, track adoption, discover use cases, or stay on top of ecosystem developments around a project.

Track financial statements (bank, credit card, insurance, CanadaLife, etc.) in memory tracking files. Use when: (1) user provides a new statement (PDF text, pasted content) to record, (2) user wants to add a statement period into an existing memory/finance/*.md file, (3) user mentions 'add to' or 'statement' with financial content. NOT for: reading existing statements, general financial questions, or non-statement documents.

Create and manage OpenClaw cron jobs following our conventions. Use when setting up periodic tasks, reminders, automated checks, or any scheduled work.

Use when creating OpenClaw agents, configuring workspaces, multi-agent routing, session isolation, or channel bindings.

Little Steve Task Manager: a lightweight IM-native task system for quick task operations in chat, with daily summaries and auto status updates. / 小史任务管理器：面向 IM 场景的轻量任务系统，可在聊天中快速管理任务，并支持每日汇总与自动状态更新。

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Humanize AI-generated text by removing telltale AI writing patterns. Use when text needs to sound natural and human-written — removing em-dashes, AI filler phrases, structural tells, and sycophantic patterns. Works on any text: blog posts, emails, documentation, social posts, framework documents. Triggers: 'humanize this', 'make this sound human', 'remove AI patterns', 'de-AI this text', 'clean up AI writing'.