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 devcxl/mattpocock-skills-zh --skill to-specgit clone --depth 1 https://github.com/devcxl/mattpocock-skills-zhWrote 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/devcxl/mattpocock-skills-zh/to-spec)<a href="https://agentmods.dev/skills/devcxl/mattpocock-skills-zh/to-spec"><img src="https://agentmods.dev/badge/skills/devcxl/mattpocock-skills-zh/to-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/devcxl/mattpocock-skills-zh/to-spec"><img src="https://agentmods.dev/badge/skills/devcxl/mattpocock-skills-zh/to-spec.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector pass
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 | $0.00033 | $0.00691 |
| Opus 5 | $0.00016 | $0.00345 |
| Sonnet 5 | $0.00007 | $0.00138 |
| Haiku 4.5 | $0.00003 | $0.00069 |
Grade A, and why
to-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 12d 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
本技能获取当前的对话上下文和对代码库的理解，产出一份 spec。不要盘问用户——只综合你已经知道的内容。
issue 跟踪器和分类标签词汇应该已经提供给你了——如果没有，告诉用户运行 /setup-matt-pocock-skills。
流程
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如果还没探索过，先探索仓库，了解代码库的当前状态。整个 spec 都使用项目的领域词汇表术语，并尊重你正在触碰的区域的任何 ADR。
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勾勒出你将测试该功能的接缝。已有接缝应优先于新接缝。用尽可能高的接缝。如果需要新接缝，在你能达到的最高点提出。代码库中的接缝越少越好——理想数量是一个。
与用户确认这些接缝符合他们的预期。
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用下面的模板写 spec，然后发布到项目的 issue 跟踪器。打上
ready-for-agent分类标签——不需要再做分类。
问题陈述
用户正面临的问题，从用户的角度描述。
解决方案
问题的解决方案，从用户的角度描述。
用户故事
一个长长的、编号的用户故事列表。每个用户故事遵循以下格式：
- 作为一个<角色>，我想要<功能>，以便<收益>
这份用户故事列表应该极其详尽，覆盖该功能的方方面面。
实现决策
已作出的实现决策列表。可以包括：
- 将要构建/修改的模块
- 将被修改的那些模块的接口
- 来自开发者的技术澄清
- 架构决策
- Schema 变更
- API 契约
- 具体交互
不要包含具体的文件路径或代码片段。它们可能很快就过时了。
例外：如果原型产出了比散文更精确地编码某个决策的片段（状态机、reducer、schema、类型形态），把它内联进相关决策中，并简要注明它来自原型。裁到决策密集的部分——不是可运行的演示，只是重要的片段。
测试决策
已作出的测试决策列表。包括：
- 什么构成好测试的描述（只测外部行为，不测实现细节）
- 哪些模块将被测试
- 测试的先例（即代码库中类似的测试类型）
范围外
本 spec 范围之外的内容描述。
补充说明
关于该功能的任何补充说明。
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.
- 12d ago First seen · 76 lines · 33 tokens per session scan A baebc70b3d3f
to-spec is a skill published in the GitHub repository devcxl/mattpocock-skills-zh (343 stars, last pushed 7d ago), licensed MIT. It adds 33 tokens to every session and 691 once invoked, about $0.0002 per session on Opus 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 2026-08-30.
Other skills, from other repositories
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requirement-delivery
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loop-orchestrator
Operate a fleet of durable agent loops under .loop/ — schedule which loop runs next, assign agents to roles (maker vs checker), enforce promotion gates from propose-only to write access, allocate budgets, detect stalled or dead loops, and roll up fleet status into one report. Use when asked to "run the loops"…
creator-productivity
Task management and workspace memory for creative work sessions. Manages a TASKS.md file for project tracking, a two-tier memory system (CREATOR.md + creator-memory/), and a daily sprint structure. Use when organizing creative projects, tracking content tasks, or starting a focused work session.
product-management-expert
Product management expertise for strategy, discovery, prioritization, roadmaps, PRDs, metrics, and stakeholder communication. Use when defining what to build, why, and how to measure success.
todo-discipline
Use when starting any complex task (3+ steps) or before declaring work complete. Enforces todo/task state to match reality — merge updates + read verification. Prevents false completion.