← Back to Skills Marketplace
9783
Downloads
7
Stars
0
Active Installs
2
Versions
Install in OpenClaw
/install reflection
Description
Learns when to stop and review. Self-critiques before showing you, fewer revision rounds.
Usage Guidance
Install only if you are comfortable with the agent keeping a persistent local record of corrections and patterns in ~/reflection/. Review those files periodically, avoid letting it store secrets or sensitive project details, and consider adding your own rules for redaction, retention, and deletion before using it broadly.
Capability Analysis
Type: OpenClaw Skill
Name: reflection
Version: 1.1.0
The OpenClaw 'reflection' skill is designed for AI agent self-improvement, logging lessons and detecting patterns. All file system interactions are confined to the `~/reflection/` directory, explicitly declared in `SKILL.md` and used for benign setup operations like `mkdir -p ~/reflection/archive` in `setup.md`. There is no evidence of data exfiltration, unauthorized command execution, network activity, obfuscation, or malicious prompt injection instructions against the agent. The instructions for the agent are solely focused on its stated purpose of self-reflection and transparent communication with the user.
Capability Assessment
Credentials
The skill uses Markdown instructions and local files only, with no scripts, package installs, remote retrieval, privileged commands, or broad local indexing.
Install Mechanism
First activation directs writes to MEMORY.md, creates ~/reflection/archive, and initializes memory, reflections, and patterns files; these side effects are documented but lack an explicit consent, uninstall, or cleanup step.
Instruction Scope
Activation is broad, covering code, architecture, strategy, user-facing deliverables, generic correction phrases, and an undefined heartbeat trigger, but the resulting actions are limited to review and lesson logging.
Persistence & Privilege
The skill instructs the agent to log every correction into persistent files and later surface prior lessons, while providing no clear minimization, redaction, retention, user review, or deletion controls.
Purpose & Capability
The review, mistake-analysis, and pattern-detection behavior matches the stated self-reflection purpose; no external payloads, dependencies, credential use, or network execution were found.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install reflection - After installation, invoke the skill by name or use
/reflection - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.1.0
Major rewrite. Visual workflow, pattern detection system, proactive lesson injection, and multi-trigger architecture.
v1.0.0
Initial release
Metadata
Frequently Asked Questions
What is Self Reflection?
Learns when to stop and review. Self-critiques before showing you, fewer revision rounds. It is an AI Agent Skill for Claude Code / OpenClaw, with 9783 downloads so far.
How do I install Self Reflection?
Run "/install reflection" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Self Reflection free?
Yes, Self Reflection is completely free (open-source). You can download, install and use it at no cost.
Which platforms does Self Reflection support?
Self Reflection is cross-platform and runs anywhere OpenClaw / Claude Code is available (linux, darwin, win32).
Who created Self Reflection?
It is built and maintained by Iván (@ivangdavila); the current version is v1.1.0.
More Skills