mjolnir-brainAI Agent 自进化记忆系统。核心功能 100% 本地运行 (纯 Markdown+JSON)。网络备份/节点通信为可选 opt-in,需手动配置凭证。
Install via ClawdBot CLI:
clawdbot install king6381/mjolnir-brainGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Potentially destructive shell commands in tool definitions
rm -rf ~Calls external URL not in known-safe list
https://github.comAI Analysis
The skill's core functionality is local-only with no network dependencies, as explicitly stated. The flagged external calls (curl, ssh, github) are part of optional, opt-in backup scripts that require user review and manual configuration. No hidden instructions, credential harvesting, or data exfiltration is present in the provided definition.
Audited Apr 18, 2026 · audit v1.0
Generated May 19, 2026
An AI assistant that remembers user preferences, past interactions, and learned facts across sessions using the three-layer memory system. It writes all new knowledge instantly to local files, allowing the agent to recall previous decisions, user habits, and task history without external APIs.
A CI/CD bot that uses the Strategy Registry to track resolution success rates for deployment issues. When a command fails, it looks up strategies.json, updates success rates, and learns new fixes over time, improving automated troubleshooting without human intervention.
A customer support AI that writes daily session logs, stores curated solutions in MEMORY.md, and uses playbooks for common issues. It tracks effectiveness via strategies.json and adapts responses based on past successes, all while keeping sensitive data local.
A tutoring agent that maintains a student's progress in memory/ and MEMORY.md, updating lessons and strategies based on past performance. It uses the Write-Through protocol to record each interaction, enabling adaptive teaching without cloud calls.
An AI that curates research notes in markdown files, uses memory consolidation for archiving, and searches past findings with memory_search.sh. It operates fully offline, storing all knowledge locally and only loading MEMORY.md in private sessions for security.
Offer the core memory system (templates + strategies.json) for free. Charge for curated automation scripts, playbooks, or priority support. Revenue from licensing scripts or consulting for customization.
While core is local, optionally offer a cloud sync layer for backup or multi-device synchronization. Revenue from subscription for storage/backup, with strong privacy by design.
Provide auditing, compliance, and advanced security configurations for companies using the memory system in production. Revenue from one-time audit fees or annual retainers.
💬 Integration Tip
Start by copying templates to your workspace and running the quick setup. The core memory system is file-based and requires no external dependencies—just ensure your agent has read/write access to the files.
Scored May 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