chump-belief-state
v0.1.0 ExperimentalPer-tool reliability beliefs (Beta distribution) + task-level uncertainty for LLM agents. Bayesian updates each turn drive Expected Free Energy scoring and epistemic escalation. Part of the Synthetic Consciousness Framework.
Quick Verdict
- ✓Actively maintained (updated 83d ago)
- !Pre-1.0: API may have breaking changes
- ✓Tiny footprint (10KB, 3 deps)
- ✓Permissive license (MIT)
Security
Deep Insights
15 downloads in the last 30 days (1/day). Volume is roughly flat compared to the previous period.
Only 3 direct dependencies. Lean dependency tree means faster builds and lower supply chain risk.
At 10KB, chump-belief-state is lightweight. Small crate size correlates with focused, well-scoped functionality.
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Most downloaded crates that depend on chump-belief-state