asiflow/claude-nexus-hyper-agent-team-light
10 stars · Last commit 2026-04-22
Multi-agents operating system layer on top of Claude Code
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# Claude Code 26-Agent Team — Light Edition > A cost-conscious variant of the [31-agent Claude Code team](https://github.com/asiflow/claude-nexus-hyper-agent-team) distribution. Same runtime discipline, adversarial review, Bayesian trust calibration, NEXUS syscall protocol, and Shadow Mind cognitive layer — with the 5-agent BEAM/Elixir stack moved to an opt-in `_optional/` directory and a session-budget hook bundled in. **If you work on a BEAM/Erlang/OTP platform, you want the [full 31-agent distribution](https://github.com/asiflow/claude-nexus-hyper-agent-team), not this one.** **If you work on Go / Python / TypeScript services, K8s/GCP infrastructure, React/Next.js frontends, and AI-platform work — this is the lower-friction starting point.** --- ## What's the same as the full distribution Everything that makes the full team worth using is preserved, unchanged: - **Hook-enforced protocol** — `SubagentStop` hooks fire `exit 2` when agents skip closing-protocol sections. Agents can't talk their way past `exit 2`. - **NEXUS syscall protocol** — privileged operations (spawn, scale, install MCP, ask user) are kernel-only; teammates emit `[NEXUS:*]` messages. Full syscall table + log in `CLAUDE.md`. - **Evidence-validator + challenger verification gates** — every HIGH-severity finding routes through evidence-validator before reaching the user; every CTO synthesis gets stress-tested by challenger along 5 dimensions. - **Bayesian trust ledger** — per-agent accuracy scored by evidence-validator verdicts; CTO weights conflicting findings by trust during synthesis. CLI: `agent-memory/trust-ledger/ledger.py`. - **Pattern F self-improvement loop** — session-end consolidation: memory-coordinator + meta-agent drain the signal bus into per-agent memory + prompt evolutions. - **Dynamic hiring pipeline** — `talent-scout` detects coverage gaps via 5-signal composite; `recruiter` runs an 8-phase pipeline (research → synthesis → contract tests → challenger review → atomic registration → probation). Proven end-to-end in the full distribution's production environment.