- Structured reasoning (Base120) → explicit execution contracts → governed runtime (delegation tuples + governance bus) → production-grade briefing & automation (MCP server).
- Publication thesis: typed governance tuples for delegation, evidence, and attestation within a HUMMBL-structured reasoning stack.
- Current priorities: secure evidence-first execution, publishable standards/experiments, and reproducible assurance tooling.
| Project | Purpose | Link |
|---|---|---|
base120 |
Authoritative Base120 reference implementation + contract validation CLI | github.com/hummbl-dev/base120 |
hummbl-governance |
Governance primitives (delegation tokens, governance bus, circuit breaker, kill switch) — PyPI | github.com/hummbl-dev/hummbl-governance |
mcp-server |
MCP (Model Context Protocol) server exposing Base120 mental models and skills | github.com/hummbl-dev/mcp-server |
hummbl-agent |
Deterministic agent infrastructure (registry-first, policy-bounded) | github.com/hummbl-dev/hummbl-agent |
hummbl-assurance |
Governance assurance — deterministic verification, contract compatibility, compliance claims | github.com/hummbl-dev/hummbl-assurance |
governed-iac-reference |
Reference infrastructure-as-code with governance policy, change validation, and audit | github.com/hummbl-dev/governed-iac-reference |
HUMMBL-Unified-Tier-Framework |
Cognitive curricula & wickedness assessment for HUMMBL mental models | github.com/hummbl-dev/HUMMBL-Unified-Tier-Framework |
- Building the HUMMBL Base120 Cognitive Framework — A Claude-powered architecture for structured reasoning at scale (2+ years, 120 models, 7,700+ tests, 8-module governance package)
hummbl-bibliography: publication list and reference library.hummbl-claude-skills: production-ready Claude Code skills that implement Base120 mental models.
All other repositories are either:
- archived placeholders or forks (e.g.,
workflow,OpenAgent,clawdhub); - proof-of-concept experiments (e.g.,
games,mirror-agent,discovery); - or historical dashboards (
hummbl-old-version,hummbl-production).
- Archive or privatize the low-signal repos listed in
docs/HUMMBL_DEV_GITHUB_AUDIT_2026-03-11.md. - Re-pin the profile to the canonical spine above.
- Reference this README in the profile bio or pinned repositories so reviewers immediately see the current story.
- When publishing, cite the tuple lineage note and NCCoE comment draft for reproducible proof points.



