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six-dimension-evolution
by
stephonGAO
· GitHub ↗
· v1.0.0
· MIT-0
117
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Install in OpenClaw
/install six-dimension-evolution
Description
Six-dimension evolution system for AI agents. Transform from reactive assistant to proactive partner with lessons tracking, success patterns, decision review...
Usage Guidance
This skill is a template-based 'agent self-improvement' system and will copy multiple files into your ~/.openclaw/workspace, write an installed timestamp, and add/modify HEARTBEAT.md to schedule daily heartbeats. Before installing: 1) Back up your workspace and HEARTBEAT.md; 2) Review the template files to confirm you’re comfortable with automated daily reads of memory/session files and automatic writes to SKILL_STATS.md, MEMORY.md, etc.; 3) Ask the skill author how report pushing is implemented — the SKILL.md mentions sending full reports via Feishu but provides no instructions or required credentials (this is an incoherence and a potential data‑exfiltration vector if misconfigured); 4) If you don’t want automatic scheduling or external pushes, decline activation or ask for a version that only provides templates without modifying HEARTBEAT.md or pushing reports; 5) If you install, monitor the first activation closely and verify what is sent externally and to which endpoints.
Capability Analysis
Type: OpenClaw Skill
Name: six-dimension-evolution
Version: 1.0.0
The 'six-dimension-evolution' skill bundle is a comprehensive framework designed to help AI agents track lessons, successes, user preferences, and knowledge gaps. It uses SKILL.md to instruct the agent to perform a setup process that includes copying template files to the workspace and modifying the HEARTBEAT.md file for scheduled task execution. While the system performs significant file management and session analysis (via 1-session-summary.md and 2-daily-review.md), these actions are transparently documented, aligned with the stated purpose of 'self-evolution,' and include explicit instructions for the agent to seek user confirmation before activation.
Capability Assessment
Purpose & Capability
The name/description (agent self‑improvement) aligns with the actions the skill prescribes: creating LESSONS/SUCCESSES/DECISIONS/PREFERENCES/SKILL_STATS/KNOWLEDGE_GAPS and heartbeat files and then performing daily reviews. Creating and updating workspace files and logs is proportionate to the stated purpose. One mismatch: the SKILL.md explicitly instructs pushing complete reports via Feishu (飞书) but the skill declares no environment variables or credentials for an external push service.
Instruction Scope
The instructions mandate enumerating and reading session files, memory files, and many workspace/config files and then writing/patching HEARTBEAT.md and SKILL_STATS.md (installed timestamp). Those actions are within a self‑improvement system, but the skill also requires producing and '推送完整报告' (push full reports) externally without specifying how to authenticate or which endpoint — this creates a risk of leaking sensitive conversation data if the agent is configured to forward reports. The instructions also insist on modifying HEARTBEAT.md scheduling rules automatically, which changes agent behavior and scheduling without further checks beyond the initial prompt.
Install Mechanism
Instruction-only skill with no install spec and no code to download or execute; lowest install risk. It performs file operations (cp/mkdir) from the local templates directory to the user's workspace, which is expected for a template-based skill.
Credentials
The skill references external push (飞书 Interactive Card) and scheduling triggers but declares zero required environment variables and no credentials. If the skill expects to push to Feishu or other external systems, it should declare required tokens/URLs. Also it expects write access to multiple workspace/config files (HEARTBEAT.md, SKILL_STATS.md, config/heartbeat-state.json, memory/*.md), which is reasonable functionally but is a privilege the user should explicitly consent to.
Persistence & Privilege
The skill does not set always:true and is user-invocable only. However it instructs writing an 'installed' timestamp and modifying HEARTBEAT.md to add scheduled heartbeat tasks — that grants it persistent presence via workspace files and scheduled behavior. This is explainable for an evolution system but the user should be aware it modifies scheduling/config so future autonomous actions (daily heartbeats) may be triggered by those files.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install six-dimension-evolution - After installation, invoke the skill by name or use
/six-dimension-evolution - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
Initial release: introduces a comprehensive six-dimension evolution system for AI agents.
- Enables agents to transform from reactive assistants to proactive partners with six evolution files: lessons tracking, success patterns, decision review, preference tracking, skill statistics, and knowledge gap detection.
- Provides an activation and setup workflow with workspace file checks, user prompts, and command instructions.
- Integrates with daily and session review scheduling via HEARTBEAT.md for continuous self-improvement.
- Includes detailed documentation for use cases, file structure, and customization options.
Metadata
Frequently Asked Questions
What is six-dimension-evolution?
Six-dimension evolution system for AI agents. Transform from reactive assistant to proactive partner with lessons tracking, success patterns, decision review... It is an AI Agent Skill for Claude Code / OpenClaw, with 117 downloads so far.
How do I install six-dimension-evolution?
Run "/install six-dimension-evolution" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is six-dimension-evolution free?
Yes, six-dimension-evolution is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does six-dimension-evolution support?
six-dimension-evolution is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created six-dimension-evolution?
It is built and maintained by stephonGAO (@stephongao); the current version is v1.0.0.
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