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自我改进智能体
by
tigertamvip
· GitHub ↗
· v0.1.0
· MIT-0
106
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Install in OpenClaw
/install self-improving-agent-5
Description
Captures learnings, errors, and corrections to enable continuous improvement. Use when: (1) A command or operation fails unexpectedly, (2) User corrects Clau...
Usage Guidance
This skill is coherent for collecting and promoting learnings, but before installing or enabling hooks: (1) Inspect the referenced GitHub repo and any hook scripts you copy to ~/.openclaw/hooks to ensure they don't perform unexpected actions; (2) Understand what your OpenClaw 'sessions_*' tools can access — sessions_history and sessions_send could expose or forward other sessions' transcripts; (3) Back up any workspace files that might be overwritten and consider limiting the directories the skill touches to a project-specific .learnings if you don't want cross-session/global effects; (4) Only enable the hook if you trust the skill and its source.
Capability Analysis
Type: OpenClaw Skill
Name: self-improving-agent-5
Version: 0.1.0
The skill bundle facilitates an agent's self-modification by instructing it to log 'learnings' and promote them to core behavioral and workflow files (e.g., SOUL.md, AGENTS.md, and CLAUDE.md), which effectively act as system prompts. It also encourages the use of high-risk tools to access transcripts from other sessions (sessions_history) and references external shell scripts for hook-based execution (activator.sh, error-detector.sh) that are not included in the provided files. While these capabilities align with the stated goal of 'self-improvement,' they introduce significant risks regarding persistent prompt injection and unauthorized cross-session data access.
Capability Assessment
Purpose & Capability
Name/description match the instructions: all actions are about collecting and promoting learnings/errors/feature-requests into .learnings and workspace docs. No unrelated environment variables, binaries, or surprising external services are requested.
Instruction Scope
Instructions direct the agent (and the user) to create and append to files under ~/.openclaw/workspace/.learnings and potentially promote entries to other workspace files (SOUL.md, AGENTS.md, TOOLS.md). They also reference session-level tools (sessions_list, sessions_history, sessions_send, sessions_spawn) — these are coherent for cross-session sharing but have privacy implications because they can read or forward session transcripts if available. The scope is appropriate for the stated purpose but you should confirm what 'sessions_history' and 'sessions_send' can access in your environment before enabling automatic behavior.
Install Mechanism
No install spec in the skill bundle (instruction-only). The README suggests optional manual git clone from a GitHub repo and a ClawdHub install command; these are typical and optional. There is no automatic download/extract or opaque URL in the skill itself.
Credentials
The skill declares no required environment variables, credentials, or config paths. The file-write/read operations are limited to OpenClaw workspace paths (.learnings and other workspace files) which are proportionate to the logging/promotion purpose.
Persistence & Privilege
always:false and model invocation is allowed (default). The skill recommends enabling a hook in ~/.openclaw/hooks to run reminders at session start; enabling that would give persistent behavior across sessions and could influence agent prompts. This is expected for an auto-notification skill but is a persistent change the user must opt into.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install self-improving-agent-5 - After installation, invoke the skill by name or use
/self-improving-agent-5 - Provide required inputs per the skill's parameter spec and get structured output
Version History
v0.1.0
Initial release of the self-improvement skill for agents—log and promote errors, learnings, and feature requests for continuous improvement.
- Introduces structured logging for errors, learnings, and feature requests in markdown files under `.learnings/`
- Provides detailed templates for each log entry type, including priority, context, suggested actions, and metadata
- Describes workflows for promoting broadly applicable learnings to project memory files like `CLAUDE.md`, `AGENTS.md`, and others
- Includes guidance for setup with OpenClaw, as well as generic agent compatibility
- Offers examples of entry formats and guidance for resolving or promoting learnings
Metadata
Frequently Asked Questions
What is 自我改进智能体?
Captures learnings, errors, and corrections to enable continuous improvement. Use when: (1) A command or operation fails unexpectedly, (2) User corrects Clau... It is an AI Agent Skill for Claude Code / OpenClaw, with 106 downloads so far.
How do I install 自我改进智能体?
Run "/install self-improving-agent-5" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is 自我改进智能体 free?
Yes, 自我改进智能体 is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does 自我改进智能体 support?
自我改进智能体 is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created 自我改进智能体?
It is built and maintained by tigertamvip (@tigertamvip); the current version is v0.1.0.
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