context-optimizerAdvanced context management with auto-compaction and dynamic context optimization for DeepSeek's 64k context window. Features intelligent compaction (merging, summarizing, extracting), query-aware relevance scoring, and hierarchical memory system with context archive. Logs optimization events to chat.
Install via ClawdBot CLI:
clawdbot install ad2546/context-optimizerGrade Good — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Generated Mar 1, 2026
Assists writers and content creators in managing extensive research and drafts within AI context limits. It compacts background information and references, allowing focus on current writing tasks without losing key details.
Enables AI chatbots to handle long conversation histories with customers by summarizing past interactions and retrieving relevant archived details. This maintains context for personalized support while avoiding token overflow.
Helps legal professionals analyze lengthy contracts or case files by compacting redundant sections and extracting key clauses. The archive system allows quick retrieval of precedents without overwhelming the AI's context window.
Supports researchers in synthesizing large volumes of papers and notes by merging similar findings and summarizing older studies. Dynamic context ensures relevance to current research queries, enhancing literature review efficiency.
Facilitates AI-driven project tracking by compacting historical updates and meeting notes, while preserving priority tasks. Archive retrieval helps recall past decisions or dependencies when planning new phases.
Offer the context optimizer as a cloud-based API service with tiered pricing based on usage volume, such as tokens processed or archive storage. This model targets developers and enterprises needing scalable context management for AI applications.
Sell customized on-premise licenses to large organizations requiring data privacy and integration with existing AI systems. This includes premium support, training, and tailored configuration for specific industry needs.
Provide a free open-source version with basic compaction features to attract individual users and small teams. Monetize through paid upgrades for advanced capabilities like hierarchical memory, detailed analytics, and priority support.
💬 Integration Tip
Start by enabling auto-compaction with default settings to handle token limits, then gradually customize strategies like query-aware relevance based on your specific use case for optimal performance.
Scored Apr 15, 2026
Connect to 100+ APIs (Google Workspace, Microsoft 365, GitHub, Notion, Slack, Airtable, HubSpot, etc.) with managed OAuth. Use this skill when users want to...
Skill 查找器 | Skill Finder. 帮助发现和安装 ClawHub Skills | Discover and install ClawHub Skills. 回答'有什么技能可以X'、'找一个技能' | Answers 'what skill can X', 'find a skill'. 触发...
Fetch and read transcripts from YouTube videos. Use when you need to summarize a video, answer questions about its content, or extract information from it.
网页内容获取工具 | 当常规爬虫被过滤时,使用替代服务获取网页内容。支持:1) r.jina.ai - 最稳定 2) markdown.new - Cloudflare 专用 3) defuddle.md - 备用方案。触发词:获取网页内容、网页转markdown、内容抓取、fetch webpage、bypas...
Web content extraction via Jina AI Reader API. Three modes: read (URL to markdown), search (web search + full content), ground (fact-checking). Extracts clea...
Extract text from PDFs with OCR support. Perfect for digitizing documents, processing invoices, or analyzing content. Zero dependencies required.