knowledge-base-frameworkErstellt eine hybride Knowledge Base mit automatischer Markdown-, PDF- und OCR-Indexierung, SQLite- und ChromaDB-Integration plus tägliche Datenqualitätsprüf...
Install via ClawdBot CLI:
clawdbot install minenclown/knowledge-base-frameworkGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Accesses sensitive credential files or environment variables
/etc/passwdPotentially destructive shell commands in tool definitions
rm -rf ~Calls external URL not in known-safe list
https://img.shields.io/badge/tests-153%20passed-brightgreenAI Analysis
The skill's primary risk is local file system access for indexing, which is inherent to its knowledge base function. The flagged signals are likely examples or incidental references (e.g., /etc/passwd as a common example file, rm -rf ~ in documentation, a badge URL). No evidence of active credential harvesting, data exfiltration, or hidden malicious instructions was found in the provided definition.
Generated Oct 6, 2026
Researchers can index PDFs, markdown notes, and OCR-scanned studies into a hybrid searchable database. They can quickly retrieve relevant literature using semantic search and generate daily summaries of new papers.
Companies can use the KB framework to index internal documents, policies, and reports, enabling fast hybrid search across departments. Daily audits and ghost scanners ensure data integrity and compliance.
Developers building AI agents can integrate the KB framework as a long-term memory store. Agents can index conversations, notes, and external documents, then retrieve relevant context using hybrid search and essence generation.
Medical professionals can use the framework to index medical studies, guidelines, and patient education materials. With OCR support for scanned documents and semantic search, clinicians can quickly find evidence-based information.
Content creators and marketers can index articles, blog posts, and research papers. The LLM integration can generate daily reports and essence summaries, automating newsletter content creation and trend analysis.
Offer the KB framework as open source under a permissive license, with paid support plans for enterprise deployments. Revenue from consulting, custom integrations, and priority bug fixes.
Provide a hosted version of the KB framework with automatic scaling, backups, and maintenance. Customers pay based on storage and search volume, eliminating infrastructure management.
Sell commercial licenses to enterprises that need advanced features like multi-user access control, audit trails, and dedicated LLM engines. Includes priority support and SLA guarantees.
💬 Integration Tip
Start by installing with pip and initializing the SQLite database; then use the Python API or CLI commands like 'kb index' and 'kb search' to quickly test hybrid search before integrating into larger systems.
Scored Oct 6, 2026
Audited Apr 18, 2026 · audit v1.0
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.