The "agent-safety" topic on GitHub groups 8 open-source projects in the DeepSeek Harness (DSH) ecosystem, led by dsh-memory with 308 GitHub stars. dsh-memory — White-box AGI architecture exploration: metacognition (self-awareness loop), continual learning (knowledge flywheel), world model (condition space + semantic spatiotemporal graph), self-improvement (bootstrapping discipline), zero-LLM white-box pipeline and auditable trust guardrails. Every project here is indexed by DSH Universe with live GitHub data — stars, activity and install status — so you can compare and install directly.
Nine deterministic hooks that block a coding agent from weakening tests, swallowing errors, or stubbing type checks — each backed by a planted-failure test proving the guard can actually fire. Runs on Claude Code and DeepSeek Harness.
Pre-flight guard for git working copies: is the checkout you are about to write to the one you think it is? Branch identity, drift from the remote and how stale that figure is, the identity your next commit will carry, work already in the index, and duplicate clones. Read-only, offline by default.