根据任务的规模和阶段,指导你选择相关技能及其使用顺序,涵盖想法梳理、实现和故障排查,帮助确定下一步以及如何衔接后续工作。
- 选择从想法到实现的步骤
- 确定故障排查的起点
- 规划分多次会话完成的开发
读取规格说明和相关工单的依赖关系,安排多个代理推进实现。经过测试、代码审查和问题修正后,将成果汇总到一个集成分支,并完成工单处理。
Implement the result of /to-spec and /to-tickets in code.
implement-spec依据规格说明和相关工单,将整个实现汇总到一个集成分支。它读取工单之间的依赖关系,把可以开始的工作分配给多个代理。各代理在独立的工作目录和分支中实现任务,完成的成果依次集成。最后进行代码审查、修正发现的问题,并完成工单处理。
适用于实现拆分为多个工单的功能,或希望并行推进相互独立的工作。各代理通过共享规格说明、调研笔记和提交引用来协调任务。
/to-spec和/to-tickets创建的规格与工单。”需要规格说明、相关工单,以及问题跟踪工具的信息。如果尚未配置问题跟踪工具,会提示运行/setup-matt-pocock-skills。实现时调用tdd,最终检查时调用code-review。如果工作流程通过PR完成任务,会创建草稿PR,并在工作完成后将其改为可供审查的状态。
本介绍由 AI(OpenAI Codex)根据公开的 SKILL.md 撰写。准确的规格请查看下方原文。
AI 仅根据 SKILL.md 的内容,从 4 个方面进行了评估。星标数和热度不计入评估。
总分按每项 A=25 分、B=15 分、C=5 分相加。 由 AI(OpenAI Codex)于 2026年10月19日 评估。仅供参考,安装前请同时查看原文。
安装前可以查看交给 AI 代理的指令内容。
You have been provided a spec. This spec should have tickets associated with it, describing how to implement the spec.
The issue tracker should have been provided to you. If not, tell the user to run /setup-matt-pocock-skills.
The goal is the entire spec implemented on a single integration branch, with every ticket resolved the way the issue tracker closes work.
The tickets are not a list of steps. They are a task graph with blocking relationships between them. This means there is always a frontier of tickets which are ready to be grabbed.
Communication to and from subagents should be sparse. Communicate primarily through context pointers: to the spec, tickets, research notes, and previous commits. Don't duplicate information already available via pointers.
Implementer subagents should be run in the background where possible for maximum concurrency.
Read the spec and tickets to understand the task graph.
(optional) Use an exploration subagent to conduct any exploration required by the tickets - relevant codebase files or external documentation. Ensure the exploration subagent can save files - it should save its markdown notes in a directory outside the repo, accessible by all future subagents. This lets implementer subagents focus on implementation rather than exploration.
Create the integration branch. If the issue tracker closes work through PRs, or the user asks for one, open a draft PR after the first merge in step 5 (a branch with no commits ahead of main can't open one), marked as closing the spec and tickets.
Use implementer subagents to implement each ticket, each in its own worktree on its own branch. Each implementer subagent:
tdd to build the ticket;Once an implementer subagent completes, merge its work to the integration branch with a merger subagent.
If this changes the frontier of available tickets, kick off more implementer subagents to work on the new tickets. This allows for maximum concurrency.
Once all tickets are complete, call the Skill tool with code-review on the integration branch. Fix all issues raised by the code review in a single implementer subagent.
If a draft PR exists, mark it ready for review. Otherwise, resolve each ticket the way the issue tracker closes work, and report the integration branch.
Clean up all implementer subagent worktrees.
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根据任务的规模和阶段,指导你选择相关技能及其使用顺序,涵盖想法梳理、实现和故障排查,帮助确定下一步以及如何衔接后续工作。
在单次会话中协调承担不同任务的子智能体,推进长期目标。后台工作与用户对话同时进行,并改进共享规范、工作环境和后续任务所需的信息访问条件。
将进行中的对话整理为交接摘要,移除敏感信息,明确后续重点、参考资料和建议技能,再启动新的后台智能体,从当前工作目录继续处理任务。
以指定提交、分支或标签为基准,从开发规范和原始需求两个角度审查代码变更。分别报告规范问题与需求缺漏,便于独立判断两方面的结果。
帮助设计用法精简、内部集中处理复杂逻辑的模块。通过统一术语和判断标准,评估模块是否易用、实现替换位置是否合适,以及是否便于测试。
通过能检测具体症状的测试或脚本,调查难以复现的故障和性能下降。缩小失败条件,验证多个原因假设,完成修复后检查原始复现流程及防止复发的测试。