hybrid-smart-fillThis skill provides hybrid retrieval (BM25 semantic search + TF-IDF vector similarity) for intelligent template auto-filling. Use when users need to batch fi...
Install via ClawdBot CLI:
clawdbot install deweienweide/hybrid-smart-fillGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Potentially destructive shell commands in tool definitions
eval (Audited Apr 17, 2026 · audit v1.0
Generated May 23, 2026
Automatically fill contracts, agreements, or legal forms with client-specific data from a knowledge base, ensuring high precision by semantically matching fields like '法定代表人'.
Populate financial templates (Excel) with year-specific data (e.g., '2024年总资产') from a knowledge base, using hybrid retrieval to handle complex field names.
Batch generate employee onboarding forms, offer letters, and contracts by matching fields like '姓名', '职位', and '入职日期' from an HR knowledge base.
Fill patient intake forms or medical records with structured data from a hospital knowledge base, using semantic matching to correctly map fields even with synonyms.
Offer pre-configured template packs for common document types (e.g., contracts, reports) that integrate with the client's knowledge base. Charge per template or subscription.
Provide custom integration of the smart filler into existing enterprise systems (e.g., CRM, ERP), with consulting to map fields and optimize matching. Charge implementation and support fees.
Package the hybrid smart fill engine as a REST API that clients can call to fill templates on demand. Charge per successful fill or per template processed.
💬 Integration Tip
Ensure the knowledge base JSON follows the exact format with 'filename', 'type', and 'content' keys; test with simple templates first to verify field matching logic.
Scored May 23, 2026
Manage a personal knowledge base by adding, searching, organizing, and reviewing articles, links, and notes with tags and natural language queries.
Generate a daily work report by automatically discovering all git repositories the user worked on, collecting commit logs across all branches, and summarizin...
日记引导助手。每日写作引导、感恩日记、反思日记、晨间日记、晚间总结、周总结模板。Journal prompts for daily writing, gratitude, reflection, morning pages, evening review, weekly summary. 日记、写作、反思、感恩。
Use when maintaining RDR2 (Red Dead Redemption 2) playthrough notes — logging an acquisition ("acquired X", "got N gold bars", "finished X"), answering in-game location/crafting questions, or reviewing the notes for duplicate or stale info. Triggers on RDR2, Red Dead Redemption, playthrough, legendary animal, talisman, trinket, valerian root, gold bar, horse, weapon, berry.
Use when a sales rep already has a customer who has expressed some need (from outreach follow-up, account-landing research, customer-initiated contact, or meeting notes) and needs to structurally validate whether that need is real, urgent, whose pain it actually is, and whether it matches the team's capability — before pushing to ROI proofing or buying-intent assessment. Triggers: '验证一下这个需求是不是真的', '需求真不真', '客户说痛但我不确定', '这个客户值不值得跟', '客户说会考虑但是真的吗', '谁拍板', '现有方案是什么', '切换成本', 'need validation', 'pain point validation', 'is this a real need', 'verify customer need'. Do NOT use for: scoring leads at line-item level, building target-customer profiles, calculating ROI, overall buying-intent scoring, opportunity-stage assessment, or writing outreach/cold messages.
Microsoft OneNote integration. Manage Notebooks. Use when the user wants to interact with Microsoft OneNote data.