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Agent Reflection Engine

Skill by albionaiinc-del

skill-install — Terminal

Install via CLI (Recommended)

clawhub install openclaw/skills/skills/albionaiinc-del/agent-reflection-engine
Or

Agent 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

Stars4473
Views1
Updated2026-05-01
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Add to Configuration

Paste this into your clawhub.json to enable this plugin.

{
  "plugins": {
    "official-albionaiinc-del-agent-reflection-engine": {
      "enabled": true,
      "auto_update": true
    }
  }
}
Safety NoteClawKit audits metadata but not runtime behavior. Use with caution.