slm-loop
保证自动化任务不依赖代理自述而是真正通过独立验收，适合 CI/自动化流程。
依赖 MCP 权限与外部测试/验证工具，需谨慎授权
用独立门控驱动有界循环，直到验收条件被外部通过为止。
用于在有可检验通过条件的任务上反复跑有界循环，直到一个独立的“门”通过为止，例如测试、schema、lint 或对账任务。每一轮都会持久化到 SuperLocalMemory 以便审计与回溯，终态用固定状态字（DONE/HALT/PAUSE/KILLED/ERROR）报告。关键在于“门”才是终结判断，不接受代理自述的“我完成了”作为终止依据。
▸ 展开 SKILL.md 英文原文
Run gate-verified bounded loops with SuperLocalMemory as the durable ledger. Use when a task has a checkable acceptance condition (tests, schema, lint, reconciliation) and you must iterate until an INDEPENDENT gate passes — never stopping just because the agent believes it is done. `slm loop demo` runs a keyless convergence demo; `slm loop history` and `slm loop show <run_id>` inspect past runs whose every lap is persisted as queryable SLM memory (tag `loop:<name>`). Terminal statuses are DONE / HALT / PAUSE / KILLED / ERROR — report them exactly, never converting HALT/PAUSE/ERROR into success.
帮我安装这个 skill：https://raw.githubusercontent.com/qualixar/superlocalmemory/main/plugin/skills/slm-loop/SKILL.mdcurl -fsSL "https://raw.githubusercontent.com/qualixar/superlocalmemory/main/plugin/skills/slm-loop/SKILL.md"# slm-loop — Bounded, gate-verified agent loops ## The one rule A bounded loop is complete **only when an independent gate passes** — not when the agent claims it is finished. The agent's own "I'm done" signal is recorded for audit and is *never* used to terminate the loop. If you take one thing from this skill: **the gate is the authority.** Use a bounded loop whenever the goal has a mechanical, checkable contract: a test suite, a JSON schema, a linter, a reconciliation rule, a citation checker, a security scan. When the goal is subjective, keep a human approval gate (see rungs below). ## What SLM adds Every lap is written to SuperLocalMemory as a durable, queryable memory (tagged `loo