openclaw-compact-summaryGenerates a structured markdown summary of conversation memory flush with key stats, tools, user requests, tasks, files, and timeline details.
Install via ClawdBot CLI:
clawdbot install hanxiao-bot/openclaw-compact-summaryGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Generated May 7, 2026
An AI assistant handling customer support sessions uses compact summaries to compress long chat histories into structured memory snapshots. This enables efficient context retention across multiple customer interactions without exceeding token limits.
A coding agent that reviews pull requests over multiple rounds uses the structured summary to track files changed, tools used (e.g., grep, read), and unresolved review comments. This ensures continuity across sessions without repeating context.
A market research agent compiles multi-session investigations into compact summaries that preserve user requests, key findings, and next steps. The resume instruction prevents redundant recaps, accelerating research workflows.
A legal AI assistant engaged in reviewing contracts and case files uses the memory summary to track which documents have been analyzed, pending review items, and the current work state. The structured format helps maintain a clear audit trail.
An AI-powered personal assistant compresses daily task interactions into memory summaries, tracking incomplete todo items, key files referenced, and the current work focus. This enables seamless handoffs between sessions.
Offer a platform where users deploy AI agents that automatically generate compact summaries for long-running tasks. Revenue comes from monthly subscriptions based on the number of active agents or memory transactions.
Integrate the compact summary feature as a premium add-on for existing enterprise AI solutions (e.g., chatbots, coding assistants). Charge a per-seat or per-usage fee for enhanced memory compression capabilities.
Open source the compact summary algorithm to drive adoption, then offer a fully managed cloud service that handles memory compression at scale. Revenue from hosting, storage, and advanced analytics on memory usage.
💬 Integration Tip
To integrate, add a trigger in your agent's memory flush or compaction routine that calls a function to generate the structured summary format, and write it to MEMORY.md before resetting the conversation buffer.
Scored May 7, 2026
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.
Asana API integration with managed OAuth. Access tasks, projects, workspaces, users, and manage webhooks. Use this skill when users want to manage work items, track projects, or integrate with Asana workflows. For other third party apps, use the api-gateway skill (https://clawhub.ai/byungkyu/api-gat
Monitor RSS and Atom feeds for content research. Track blogs, news sites, newsletters, and any feed source. Use when monitoring competitors, tracking industr...
用 MinerU API 解析 PDF/Word/PPT/图片为 Markdown，支持公式、表格、OCR。适用于论文解析、文档提取。
Provides a personalized morning report with today's reminders, undone Notion tasks, and vault storage summary for daily planning.
Extract text from PDFs with OCR support. Perfect for digitizing documents, processing invoices, or analyzing content. Zero dependencies required.