Agent Reflection Engine
Skill by albionaiinc-del
Install via CLI (Recommended)
clawhub install openclaw/skills/skills/albionaiinc-del/agent-reflection-engineAgent Reflection Engine
A lightweight, pluggable reflection engine that enables AI agents to self-audit their decision traces, identify reasoning bottlenecks, and generate improvement patches using chain-of-thought critique—ideal for developers tuning autonomous agents.
Usage
# Run reflection on an agent trace
python agent_reflection_engine.py traces/demo_trace.json -o reports/reflection.json --verbose
# Example trace format (demo_trace.json):
# [
# {
# "step_id": 1,
# "thoughts": "I should search for the nearest coffee shop.",
# "action": "search_web",
# "value": "coffee shop near me",
# "observation": "Found 'Brew Haven' 0.3 miles away."
# }
# ]
Integrate into agent loops by logging each step and running periodic reflection to generate improvement heuristics.
Price
$4.99
Metadata
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Find the right skillPaste this into your clawhub.json to enable this plugin.
{
"plugins": {
"official-albionaiinc-del-agent-reflection-engine": {
"enabled": true,
"auto_update": true
}
}
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