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consumer
从 TASK_QUEUE.md 循环拉取任务并执行;闭环后从队列移除,并将完整过程沉淀到 TASK_RECORD.md。
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从 TASK_QUEUE.md 循环拉取任务并执行;闭环后从队列移除,并将完整过程沉淀到 TASK_RECORD.md。
Install with Codex or Claude Copy this prompt, paste it into Codex, Claude, or another assistant, and let it review the skill page and install it for you.
当用户希望你在一个代码仓库中完成可复现的构建、实验、对比评测和报告沉淀时使用此 skill。它适用于需要搭建本地环境、运行一个或多个 MVP 实验、记录实验设置与结果、解释性能差异,并输出可复现文档与环境脚本的场景。
Use when users need a structured “system understanding + design analysis” of a specific module in an AI repository, covering interface/data, pipeline role, data construction, supervision signals, model structure, loss/training, design motivation, system usage, limitations, and alternative design space.
Create a GitHub issue that assigns a developer a concrete PR-sized task. Use when the user wants an issue/task description with Deliverables, Background, Task Description, and Timeline so an engineer can execute and submit a specific PR.
检查论文全文逻辑自洽性和严密性,包括整体结构、实验设计和段落逻辑
润色学术论文文件,自动识别 LaTeX/PDF/Word 等格式,检查逻辑严密性、缩写规范、语法错误和学术规范性
深度精读学术论文,从标题分析到审稿人视角全面解析论文价值、方法逻辑和研究贡献
Based on SOC occupation classification
| name | consumer |
| description | 从 TASK_QUEUE.md 循环拉取任务并执行;闭环后从队列移除,并将完整过程沉淀到 TASK_RECORD.md。 |
用于“执行任务并归档结果”,与 producer 配合使用。
consumer skill 时,不要求用户手动运行任何命令。skills/consumer/scripts/ensure_consumer.sh 静默拉起(tmux 后台会话)。IDLE_EXIT_SECONDS(默认 180 秒)时,consumer_loop.sh 自动退出并释放会话。producer 在成功入队后应自动调用 ensure_consumer.sh,实现“写入即触发消费”。TASK_QUEUE.md 获取任务并执行。TASK_RECORD.md。blocked。TASK_QUEUE.md,从上到下读取第一条 status: todo 任务。status: doing(避免并行冲突)。goal/method/verification 执行。blocked 说明,等待 producer 重新产出。TASK_QUEUE.md 删除。TASK_RECORD.md 追加一条完整记录(含目标、方法、验证、结果、产物路径、时间戳)。todo 任务,直到队列为空。consumer_loop.sh 会周期扫描 TASK_QUEUE.md,并使用 .task_queue.lock 做互斥。todo 任务,先改为 doing,避免并发重复消费。0:视为闭环成功,出队并写 TASK_RECORD.md。0:改为 blocked,等待人工或 producer 修复任务定义。verification 中可提取的命令:
verification: cmd: <shell command>verification 含反引号命令(例如 `pytest -q`)goal、scope_in、scope_out、constraints、method、verification、done_definition、risk、complexity、created## T-0001 | YYYY-MM-DD HH:MM UTC
- goal: ...
- scope_in: ...
- scope_out: ...
- constraints: ...
- method:
- step1 ...
- step2 ...
- verification:
- command/check: ...
- pass criteria: ...
- done_definition: ...
- risk: ...
- result: pass/fail
- artifacts: ...
- notes: ...
producer 并行对话与行动。producer 只追加任务,consumer 只消费任务,职责不交叉。TASK_QUEUE.md 当前文件内容为准,先读后写,避免覆盖。