メニュー
Start, stop, and health-check local AutoResearch services including Archon, W&B, Prometheus, and Grafana. Use when working on autoresearch services commands, service compose files, local healthz checks, fixed ports, or local service orchestration.
Codex または Claude でインストール この Prompt をコピーして Codex、Claude、または他のアシスタントに貼り付けると、Skill ページを確認してインストールできます。
SOC 職業分類に基づく
Enforce AutoResearch loop cadence, attempt, token, time, sub-agent, remote-compute, and kill-switch limits.
Load and enforce AutoResearch loop constraints before triage, edits, remote work, or external writes.
Read AutoResearch run evidence and loop state, then propose one bounded next experiment or escalate. L1 is report-only.
从 Verl examples 脚本和示例 YAML 中维护“可控参数即特性”的中文情报库与 Excel 台账。Use when Codex needs to scan Verl examples/run scripts, extract all user-adjustable parameters and Hydra overrides, create or update per-parameter markdown explanation files under docs/verl/features/lists, use subagents to research unclear parameters from local explanation files, official Verl docs, and repo docs, and produce docs/verl/features/verl-example-parameters.xlsx with parameter name, category, Chinese explanation, common values, performance impact, accuracy impact, and example count.
Generate RMB task cost reports from Codex/OpenAI-style token usage, including total input tokens, cached input tokens, uncached input tokens, output tokens, and GPT plus DeepSeek API cost estimates. Use when the user asks to统计 token 消耗, API 费用, 人民币成本, cache hit 成本, GPT/DeepSeek 对比, or to produce an `RMB-Cost.md` report for a task, goal, session, or experiment. Use by default for any goal, experiment, remote run, long command, or automation whose expected or actual runtime exceeds 20 minutes.
Verl GRPO formal case adapter for AutoResearch. Use when building, running, or diagnosing autoresearch run verl-case; preparing Qwen/geo3k GRPO matrices; wiring Verl containers to model/data assets, W&B, Prometheus, reports, provenance, and numbered evidence bundles; or explaining val-only versus real GRPO training boundaries.
| name | local-services-health |
| description | Start, stop, and health-check local AutoResearch services including Archon, W&B, Prometheus, and Grafana. Use when working on autoresearch services commands, service compose files, local healthz checks, fixed ports, or local service orchestration. |
启停 + healthz 检查本机 archon / wandb / Prometheus / Grafana。
| Use | Don't Use |
|---|---|
services_check.py (4 healthz 并发) | 远程服务器 |
services_start.py (串行 docker compose up) | 网络测速 |
services_stop.py (串行 docker compose down) | 训练栈 |
读取本机 .env 端口变量 | 报告渲染 |
python3 .agents/skills/02-local-services/scripts/services_check.py
python3 .agents/skills/02-local-services/scripts/services_start.py
python3 .agents/skills/02-local-services/scripts/services_stop.py
Phase 1 已实现 autoresearch services {status,start,stop} CLI。
Phase 4 计划：把实现从 autoresearch/services/ 子包迁移到本目录；
顶层 CLI 改为薄包装，指向本 skill 的入口脚本。
🟡 Phase 1 部分实现 (作为 CLI)；Phase 4 完整迁移。