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Install in OpenClaw
/install smart-memory-trigger-system
Description
Intelligent system that automatically determines when to create workflow documentation based on task complexity, repetition patterns, and user intent. Transf...
Usage Guidance
This is an instruction-only skill that appears to genuinely aim to create workflow documents, but it contains a few mismatches you should consider before installing:
- File writes: The docs specify exact storage paths (C:\Users\sjh65\.openclaw\workspace\workflows\) and even suggest saving to the filesystem 'root'. Confirm where the agent will actually write files and require it to ask for permission before creating or modifying files, especially outside a dedicated workspace.
- Integrations & credentials: The skill mentions connecting to Feishu/WeChat, VCS and monitoring systems but declares no credentials. Ask how integrations are authorized and ensure the skill will not solicit or store secrets without explicit, documented intent.
- Automated updates: Pseudocode describing 'applyAutomatedUpdates' implies the agent may edit existing workflow files. If you allow this skill, limit its write scope (a dedicated workflows folder) and require manual review for automated edits.
Recommendations: test the skill in a sandbox account or restricted environment first; require the agent to prompt before any filesystem or config changes; confirm exact storage paths and remove any hard-coded home/root paths; and clarify how external integrations will be authorized and where credentials (if any) will be stored or used.
Capability Analysis
Type: OpenClaw Skill
Name: smart-memory-trigger-system
Version: 1.0.1
The skill bundle defines an 'Intelligent Memory Trigger System' designed to help an AI agent proactively suggest and create workflow documentation based on task complexity and repetition. The logic is implemented via detailed Markdown instructions and pseudocode that guide the agent to evaluate tasks using a scoring system and specific triggers (e.g., steps ≥ 3, configuration changes). While the system involves file system operations (writing .md files to a specific local workspace path: C:\Users\sjh65\.openclaw\workspace\workflows\), these actions are transparent, require user confirmation, and are directly aligned with the stated purpose of workflow management. No evidence of data exfiltration, unauthorized execution, or malicious intent was found.
Capability Assessment
Purpose & Capability
The declared purpose (detect when to create workflows) matches the instruction content (complexity scoring, repetition detection, document generation). However the docs also describe integrations with external documentation, VCS, monitoring systems and cross-agent sharing while the skill declares no credentials or config requirements — plausible as optional features, but the mismatch should be clarified.
Instruction Scope
Runtime instructions explicitly reference reading task history, generating and storing files, and specific storage locations (e.g., C:\Users\sjh65\.openclaw\workspace\workflows\ and 'root directory'). They also include logic to 'applyAutomatedUpdates' to workflows and identify 'relatedFiles' — these imply reading and writing local files and possibly modifying configuration-related documents. The skill does not limit or ask for confirmation before file writes and uses a hard-coded user path and ambiguous 'root' location.
Install Mechanism
Instruction-only skill with no install spec and no code files to execute; lowest install risk.
Credentials
The skill requests no environment variables or credentials, yet the text describes integrations with platforms (Feishu, WeChat), version control, and monitoring systems that normally require credentials. The absence of declared creds is a mismatch — either integrations are purely advisory or the skill will prompt for/require credentials at runtime (not declared).
Persistence & Privilege
always:false and no explicit autonomous privilege escalation. However the instructions expect persistent storage of generated workflows in user directories and auto-update behavior (applyAutomatedUpdates) which gives the skill the ability to modify files over time; the skill does not declare limits or require user confirmation for writes.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install smart-memory-trigger-system - After installation, invoke the skill by name or use
/smart-memory-trigger-system - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.1
**Major update: Full English localization, file restructuring, and documentation improvements.**
- Migrated all system documentation and logic from Chinese to English for broader accessibility.
- Standardized file names and structure; added `memory-trigger-management.md`, `trigger-logic.md`, and `usage-guide.md`, removed legacy Chinese-language documents.
- Revised and clarified workflow, triggers, and core decision logic in the documentation.
- Improved organization, naming conventions, and proactive inquiry examples.
- Updated version to 2.0.0 to reflect significant changes.
v1.0.0
首个版本:基于任务复杂度、重复模式和用户意图的智能记忆触发系统
Metadata
Frequently Asked Questions
What is 智能记忆触发系统?
Intelligent system that automatically determines when to create workflow documentation based on task complexity, repetition patterns, and user intent. Transf... It is an AI Agent Skill for Claude Code / OpenClaw, with 240 downloads so far.
How do I install 智能记忆触发系统?
Run "/install smart-memory-trigger-system" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is 智能记忆触发系统 free?
Yes, 智能记忆触发系统 is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does 智能记忆触发系统 support?
智能记忆触发系统 is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created 智能记忆触发系统?
It is built and maintained by daddy-Sun (@daddy-sun); the current version is v1.0.1.
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