nl2ledgerNatural language bookkeeping — parse Chinese/English expense descriptions and append to QianJi CSV. Trigger phrases: 记账, 记一笔, add expense, spent, 花了, 买了, lun...
Install via ClawdBot CLI:
clawdbot install deusyu/nl2ledgerGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Generated Mar 21, 2026
Freelancers can use this skill to quickly log daily expenses and income in mixed Chinese-English language, such as 'lunch 50元' or '收到项目款 5000', directly into a QianJi CSV ledger. It helps them categorize transactions automatically, like setting '工资' for salary income, and supports splitting multi-item inputs like '打车30,咖啡25' for efficient batch recording. This streamlines bookkeeping without manual data entry.
Small business owners can record operational costs, such as '买了办公用品 200块' or '收入 from 客户转账 10000', using natural language. The skill parses descriptions to infer categories like '娱乐' for entertainment expenses and applies special rules, e.g., setting accounts for transfers. It ensures accurate CSV updates with previews, aiding in financial oversight and tax preparation.
Families with members speaking Chinese and English can log shared expenses like 'dinner 150,打车40' in a single input, splitting them into separate entries. The skill handles relative time expressions, such as '昨天花了100', and defaults categories based on keywords, making it easy to track spending across languages without switching tools.
Event planners can use this skill to record expenses for items like '咖啡 300元 for meeting' or '收入 定金 5000', with automatic categorization from descriptions. It supports multi-entry splitting for bulk purchases, e.g., '装饰品200,餐饮500', and provides confirmation previews to avoid errors, ensuring accurate budget monitoring during projects.
Business travelers can log expenses in real-time using phrases like '花了 打车50' or 'lunch 80', with the skill parsing amounts and inferring categories like '交通'. It handles mixed language inputs and relative times, e.g., '上午 coffee 30', and writes to a CSV for easy reimbursement reporting and expense analysis.
Integrate this skill into a subscription app offering advanced features like AI-driven insights and multi-user collaboration. Revenue comes from monthly fees, with the skill providing core natural language parsing to enhance user retention by simplifying expense logging for subscribers.
Offer this skill as part of a SaaS platform for small businesses, bundled with accounting tools and reporting dashboards. Revenue is generated through tiered licensing, where the skill's ability to parse mixed-language inputs and handle special rules adds value for clients managing diverse transactions.
Deploy the skill in a freemium mobile app where basic bookkeeping is free, and premium features like automated categorization and CSV export are paid. Revenue streams from in-app purchases and ads, with the skill attracting users by enabling quick, natural language expense entry on-the-go.
💬 Integration Tip
Ensure the QianJi CSV file is accessible in the project root and test the append script path for seamless installation via marketplace tools.
Scored Apr 19, 2026
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