with one click
producer
与用户对话创建可执行任务;在 plan mode 下明确目标、方法、验证手段并控制复杂度,然后将任务追加到 TASK_QUEUE.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.
Menu
与用户对话创建可执行任务;在 plan mode 下明确目标、方法、验证手段并控制复杂度,然后将任务追加到 TASK_QUEUE.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.
Based on SOC occupation classification
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
| name | producer |
| description | 与用户对话创建可执行任务;在 plan mode 下明确目标、方法、验证手段并控制复杂度,然后将任务追加到 TASK_QUEUE.md。 |
用于“产出任务,不执行任务”。
/plan 再收敛任务)。goal:目标(可验收)scope_in:包含范围scope_out:不包含范围constraints:约束(环境/时间/依赖/不允许事项)method:方法(步骤 2-5 条,避免大而空)verification:验证命令(必须 cmd: <shell command>)done_definition:完成定义(明确何时算完成)risk:主要风险与兜底complexity:复杂度(S/M/L,默认 S 或 M)notes:上下文与限制(可选)TASK_QUEUE.md。## Queue 下方,状态固定为 todo。T-0001、T-0002...skills/consumer/scripts/ensure_consumer.sh 触发后台消费。推荐直接使用脚本入队(会自动触发 consumer):
bash skills/producer/scripts/add_task.sh \
/home/zxl/paper/academic-skills \
--goal "目标描述" \
--scope-in "纳入范围" \
--scope-out "排除范围" \
--constraints "资源/时间/依赖约束" \
--method "step1; step2; step3" \
--verification "cmd: <shell command>" \
--done-definition "满足哪些条件即完成" \
--risk "主要风险与回退策略" \
--complexity "S" \
--notes "可选备注"
使用下面的单行模板追加:
- [ ] T-0001 | status: todo | owner: consumer | goal: ... | scope_in: ... | scope_out: ... | constraints: ... | method: ... | verification: cmd: ... | done_definition: ... | risk: ... | complexity: S | created: YYYY-MM-DD
要求:
goal/scope_in/scope_out/constraints/method/verification/done_definition/risk 必须具体。method 可以用 step1; step2; step3 的紧凑形式。verification 必须写成 cmd: <shell command>。complexity: L,除非显式允许。在写入前自检: