11 projects
base120
120 callable reasoning operators for structured thinking — stdlib-only, dual-path (deterministic + LLM), tuple-native
hummbl-bif
Batch Ingestion Framework — systematic methodology for technical knowledge acquisition using AI assistants
hummbl-bus
Secure append-only TSV coordination bus for multi-agent systems
governed-compression
Private research surface for governed compression experiments
hummbl-tuples
HUMMBL Typed Tuples governance model
hummbl-governance
Governance primitives for AI agent orchestration: kill switch, circuit breaker, cost governor, delegation tokens, audit log, identity registry, schema validation, coordination bus, compliance mapper, health probes, BaseNTuple universal governance tuples, TupleSchemaRegistry, AdversarialTupleGenerator, MerkleAnchor, SovereignCryptosystem.
hummbl-kernel
HUMMBL orchestration kernel — lightweight workflow execution with security, compliance, and fleet coordination
hummbl
Structured reasoning framework for AI agents — turns plans, hypotheses, observations, evaluations, decisions, and reflections into durable, inspectable artifacts
arbiter-dev
DEPRECATED: Merged into 'arbiter-score'. See https://pypi.org/project/arbiter-score/
hummbl-cognition
Cognitive Ledger Protocol (CLP) and Open Brain server for HUMMBL agent reasoning
arbiter-score
Deterministic, polyglot code quality scoring with governance integration
