Engine-enforced guardrails for DeepSeek Harness agent swarms: quality gates reject half-done work, crash-safe checkpoints resume in place — keeps AI teams from breaking, not just running.
Context window optimization for DeepSeek Harness agents. Sandboxes tool output in-process (only what you print enters the conversation), persists session memory in an FTS5 knowledge base, and enforces routing via a system-prompt routing section.
按路径与能力（read/write/create/delete/execute）授予 DSH shell 调用的文件权限，并在进程真正运行其下的 macOS Seatbelt profile 里强制；会话里的「审批」标签页显示每次判定是规则、自动复核还是人拍的板。 / Filesystem permissions for DSH shell calls, granted per path and capability instead of per command name, enforced in the process sandbox, with an Approvals tab showing which layer decided each call.
Enforced pain-point-check guard plugin for DeepSeek Harness: after two non-converged experiments it injects the three questions, denies non-investigative tool calls until answered, and blocks same-direction retries. dsh-plugin
Automatic skill routing for DeepSeek Harness: one deterministic routing pass per user instruction, injected as a ranked brief, an auto-loaded SKILL.md body, or a forced router-skill call.
