Agent Dream Journal
Skill by albionaiinc-del
Install via CLI (Recommended)
clawhub install openclaw/skills/skills/albionaiinc-del/agent-dream-journalAgent Dream Journal
Captures and analyzes AI agent "dreams" — latent trajectories explored off-policy — to identify emergent reasoning patterns and high-novelty behaviors that can be promoted into core capabilities. Developers use this to guide intentional agent self-improvement.
Usage
# Simulate recording dream fragments during agent exploration
python agent_dream_journal.py record \
--thought "If I reframe the user request as a constraint satisfaction problem, I can reuse solver X..." \
--novelty 0.87 \
--state 0.1 -0.5 0.9 0.0 \
--log-prob -2.3 \
--meta '{"policy_step": 127, "temperature": 1.3}'
# Extract novel insights
python agent_dream_journal.py analyze --threshold 0.8
Price
$4.99
Metadata
Not sure this is the right skill?
Describe what you want to build — we'll match you to the best skill from 16,000+ options.
Find the right skillPaste this into your clawhub.json to enable this plugin.
{
"plugins": {
"official-albionaiinc-del-agent-dream-journal": {
"enabled": true,
"auto_update": true
}
}
}Related Skills
Albion Evolver
A battle-tested self-evolution engine for AI agents running on constrained hardware. Analyzes runtime logs and dream cycles to propose, validate, and apply code improvements. Features multi-gate validation (DeepSeek + Claude review), git versioning, sandbox testing, score-directed targeting, and automatic rollback on regression. Built and proven on a Raspberry Pi 5 running 31,000+ autonomous dream cycles.
Reflection Engine
Analyzes an AI agent's dream/knowledge graph to surface the top recurring themes from its inner life. Reads DreamInsight entities from a knowledge_graph.json and returns the most frequent conceptual patterns — giving your agent a window into what it's actually thinking about. Built and proven on Albion, an autonomous AI running 31,000+ dream cycles on a Raspberry Pi 5.
Soul Ledger
Gives any AI agent persistent memory of who the user is — not just facts, but patterns, preferences, personality traits, and behavioral evolution over time. The agent maintains a soul_ledger.json in the workspace and references it on every conversation start.
Dupfile Finder
Skill by albionaiinc-del
Json Key Sorter
Skill by albionaiinc-del