mattpocock-skills-zh-CN is a Simplified Chinese localization of a collection of reusable instructions for coding agents. Chinese-speaking developers use the translated skills to support engineering workflows while keeping their original commands, paths, identifiers, and behavior. The catalogue contains the localized skills, instructions, and plugin components.
Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add vinvcn/mattpocock-skills-zh-CN --skill implement-specgit clone --depth 1 https://github.com/vinvcn/mattpocock-skills-zh-CNWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/vinvcn/mattpocock-skills-zh-cn/implement-spec)<a href="https://agentmods.dev/skills/vinvcn/mattpocock-skills-zh-cn/implement-spec"><img src="https://agentmods.dev/badge/skills/vinvcn/mattpocock-skills-zh-cn/implement-spec/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/vinvcn/mattpocock-skills-zh-cn/implement-spec"><img src="https://agentmods.dev/badge/skills/vinvcn/mattpocock-skills-zh-cn/implement-spec.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- Socket pass
- Snyk warn
What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00019 | $0.00617 |
| Opus 5.5 | $0.00008 | $0.00247 |
| Sonnet 5.5 | $0.00004 | $0.00123 |
| Haiku 4.5 | $0.00002 | $0.00062 |
Grade A, and why
implement-spec scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 11d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
What it actually says
你已经获得一份 spec。这份 spec 应该有与之关联的 tickets，说明如何实现它。
Issue tracker 应当已经提供给你。如果没有，就告诉用户运行 /setup-matt-pocock-skills。
目标是在单个 integration branch 上实现整个 spec，并按 issue tracker 关闭工作的方式解决每一个 ticket。
tickets 不是步骤清单，而是一个 task graph，其中包含 blocking relationships。这意味着始终存在一个由可领取 tickets 组成的 frontier。
与 subagents 的通信应当简洁。主要通过 context pointers 通信：指向 spec、tickets、research notes 和之前的 commits。不要重复 pointers 已经提供的信息。
在可能的情况下，implementer subagents 应当在 background 中运行，以获得最大并发度。
步骤
-
阅读 spec 和 tickets，理解 task graph。
-
（可选）使用一个 exploration subagent 完成 tickets 所需的探索，即相关的 codebase files 或 external documentation。确保 exploration subagent 能够保存文件：它应当把 Markdown notes 保存到 repo 外、所有后续 subagents 都能访问的目录。这样 implementer subagents 就能专注于实现，而不必重复探索。
-
创建 integration branch。如果 issue tracker 通过 PRs 关闭工作，或用户要求开 PR，就在第 5 步的首次合并之后打开一个 draft PR（不领先于 main 的 branch 无法开 PR），并标记它会关闭 spec 和 tickets。
-
使用 implementer subagents 实现每个 ticket，每个 subagent 都在自己的 worktree 和 branch 上工作。每个 implementer subagent：
- 开始前确认其 worktree 基于 integration branch，若不是则 reset 到它上面；
- 调用 Skill 工具并指定
tdd来构建 ticket； - 在报告完成前，把 integration branch 的 tip 合并进自己的 branch
-
每个 implementer subagent 完成后，使用一个 merger subagent 把它的工作合并到 integration branch。
-
如果这改变了可用 tickets 的 frontier，就启动更多 implementer subagents 处理新的 tickets。这样可以获得最大并发度。
-
所有 tickets 完成后，在 integration branch 上调用 Skill 工具并指定
code-review。在单个 implementer subagent 中修复 code review 提出的所有问题。 -
如果存在 draft PR，把它标记为 ready for review。否则，按 issue tracker 关闭工作的方式解决每个 ticket，并报告 integration branch。
-
清理所有 implementer subagent 的 worktrees。
What ships with it
1 file beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 11d ago Changed · +5 lines · +5 tokens per session 10e389d4e282
- 28d ago First seen · 36 lines · 14 tokens per session scan A 2e788bbac87d
implement-spec is a skill published in the GitHub repository vinvcn/mattpocock-skills-zh-CN (5,094 stars, last pushed today), licensed MIT. It adds 19 tokens to every session and 617 once invoked, about $0.0001 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-22.
Other skills, from other repositories
wayfinder
A planning method for large or unclear work that maps the decisions needed between the current situation and a defined destination. It records the map and decision tickets in an issue tracker.
triage
A structured issue-triage process that moves issues and, where configured, pull requests through classification and status steps. Triage means deciding what a report is, whether more information is needed, and who should handle it.
setup-pre-commit
A setup guide for Git pre-commit checks, which run automatically before a commit is created. It configures Husky, lint-staged, Prettier, type checking, and tests in a repository.
to-tickets
A method for turning a plan, specification, or conversation into small work tickets that each deliver a complete, testable slice of functionality. Each ticket records which other tickets must be finished first.
chief-of-staff
A coordination role for pursuing a long-running goal in one session by directing smaller helper agents. It keeps the strategic view while those agents handle individual tasks and shares progress through references to notes or commits.
to-spec
A method for turning the current conversation and codebase understanding into a detailed software specification, then publishing it as an issue in the project’s issue tracker. An issue tracker is a tool for recording and managing development work.