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
根据现有对话和对代码库的理解编写规格文档,并发布到项目的问题跟踪系统,整理用户问题、需求、实现决策、测试方针及本次不涵盖的范围。
Turn the current conversation into a spec and publish it to the project issue tracker: no interview, just synthesis of what you've already discussed.
to-spec根据当前对话及对代码库的理解编写规格文档,再发布到项目的问题跟踪系统。文档整理用户面临的问题、解决方法、不同用户的需求、实现决策、测试方针和排除事项。编写时使用项目术语表,并遵循相关架构决策。
适合将功能讨论保存为可交给开发人员的规格文档。它汇总已经掌握的内容,不会重新访谈以收集需求。需要一并记录实现方针、测试思路以及本次不处理的范围时,也可以使用。
需要提供问题跟踪系统和分类标签的信息。尚未配置时,会提示运行/setup-matt-pocock-skills。编写前会与用户确认功能的测试边界。发布时添加ready-for-agent标签。实现决策原则上不包含具体文件路径或代码,但原型中比文字更准确地表达决策的片段可作为例外。
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。
This skill takes the current conversation context and codebase understanding and produces a spec. Do NOT interview the user; just synthesize what you already know.
The issue tracker and triage label vocabulary should have been provided to you. If not, tell the user to run /setup-matt-pocock-skills.
Explore the repo to understand the current state of the codebase, if you haven't already. Use the project's domain glossary vocabulary throughout the spec, and respect any ADRs in the area you're touching.
Sketch out the seams at which you're going to test the feature. Existing seams should be preferred to new ones. Use the highest seam possible. If new seams are needed, propose them at the highest point you can. The fewer seams across the codebase, the better - the ideal number is one.
Check with the user that these seams match their expectations.
ready-for-agent triage label - no need for additional triage.The problem that the user is facing, from the user's perspective.
The solution to the problem, from the user's perspective.
A LONG, numbered list of user stories. Each user story should be in the format of:
This list of user stories should be extremely extensive and cover all aspects of the feature.
A list of implementation decisions that were made. This can include:
Do NOT include specific file paths or code snippets. They may end up being outdated very quickly.
Exception: if a prototype produced a snippet that encodes a decision more precisely than prose can (state machine, reducer, schema, type shape), inline it within the relevant decision and note briefly that it came from a prototype. Trim to the decision-rich parts, not a working demo, just the important bits.
A list of testing decisions that were made. Include:
A description of the things that are out of scope for this spec.
Any further notes about the feature.
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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。