honchoInstall the @honcho-ai/openclaw-honcho plugin and run initial setup. Runs `openclaw plugins install`, `openclaw honcho setup` (which prompts for your API key...
Install via ClawdBot CLI:
clawdbot install vvoruganti/honchoGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Calls external URL not in known-safe list
https://app.honcho.devAudited Apr 18, 2026 · audit v1.0
Generated Mar 22, 2026
Enhances a personal AI assistant by migrating memory files to Honcho, enabling persistent memory across sessions. This allows the assistant to recall user preferences, past conversations, and tasks, improving personalization and continuity in daily interactions.
Integrates Honcho into a customer support AI agent to store and retrieve conversation history and user profiles. This helps provide consistent, context-aware responses across multiple support sessions, reducing repetition and improving customer satisfaction.
Uses Honcho to maintain long-term memory of a student's learning progress, strengths, and weaknesses. This enables the AI tutor to adapt lessons over time, offering personalized educational content and tracking achievements across different study sessions.
Implements Honcho for an AI healthcare companion to securely store patient interaction logs and health-related memories. This supports continuity of care by recalling past discussions, medication reminders, and wellness goals, enhancing patient engagement and monitoring.
Leverages Honcho to save narrative elements, character details, and plot points from writing sessions. This allows the AI assistant to maintain consistency in long-term creative projects, suggesting ideas based on stored memories and previous user inputs.
Offers managed Honcho services via a subscription plan, providing API access, data storage, and memory retrieval features. Revenue is generated through monthly or annual fees from users who prefer a hosted solution without self-hosting infrastructure.
Targets large organizations by offering self-hosted Honcho instances with custom deployment and support services. Revenue comes from licensing fees, implementation consulting, and ongoing maintenance contracts for businesses needing data control and compliance.
Provides a free tier with basic memory storage and limited API calls, while premium features like advanced analytics, higher data limits, and priority support are paid. This model attracts a broad user base and converts free users to paying customers over time.
💬 Integration Tip
Ensure user confirmation is obtained before data upload to maintain transparency and trust, especially when handling sensitive information in regulated industries.
Scored Jun 19, 2026
Structured reasoning through sequential thinking — break complex problems into steps, solve each independently, verify consistency, synthesize conclusions wi...
LLM-driven epistemic reasoning engine. Evaluates claims against evidence, outputs calibrated confidence and structured belief state (VERIFIED/CONTESTED/UNCER...
Loads and manages company context for all C-suite advisor skills. Reads ~/.claude/company-context.md, detects stale context (>90 days), enriches context duri...
Turn scattered local sources into a source-constrained evidence notebook for incident, release, and maintainer decisions.
三级记忆管理系统 (Three-Tier Memory Management)。用于管理 AI 代理的短期、中期、长期记忆。包括:(1) 滑动窗口式短期记忆,(2) 自动摘要生成中期记忆,(3) 向量检索长期记忆 (RAG)。当需要管理对话历史、优化上下文、构建个人知识库、或实现记忆持久化时使用此 Skill。
Store secrets, long-term memory, daily logs, and anything custom in your Convex backend instead of local files