honcho-setupInstall 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 ajspig/honcho-setupGrade 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 21, 2026
Integrates Honcho to provide a personalized AI assistant that remembers user preferences, past conversations, and project details across sessions. Ideal for consultants or freelancers who need consistent context without manual input, enhancing productivity through tailored responses.
Uses Honcho to store customer interaction histories, enabling AI agents to recall past issues and preferences for faster, more personalized support. This reduces resolution times and improves customer satisfaction in e-commerce or tech support.
Implements Honcho to track student progress, learning styles, and past mistakes, allowing AI tutors to adapt lessons and provide customized feedback. This enhances learning outcomes in online education or training programs.
Leverages Honcho to securely store patient data and conversation histories, enabling AI agents to recall medical histories and provide consistent follow-up care reminders. This supports telehealth services with personalized patient engagement.
Utilizes Honcho to maintain memory of user preferences, brand guidelines, and past projects, helping AI agents generate consistent and tailored content for marketing or media production.
Offers Honcho integration as a premium feature in an AI platform, charging monthly or annual fees for enhanced memory capabilities. Revenue comes from tiered plans based on usage or data storage limits, targeting businesses needing persistent AI personalization.
Provides basic Honcho functionality for free to attract users, then upsells advanced features like increased memory capacity or priority support. Revenue is generated through conversions to paid tiers, ideal for startups building user bases.
Sells Honcho as part of a custom AI solution with dedicated support, self-hosting options, and compliance features for large organizations. Revenue comes from one-time licenses or annual contracts, focusing on sectors like finance or healthcare with strict data needs.
💬 Integration Tip
Ensure user confirmation is obtained before data uploads to maintain trust, and test with self-hosted instances for environments with strict data privacy requirements.
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