goal-first SKILL.md skillA
goal-first from nangongwentian-fe/jay-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add nangongwentian-fe/jay-skills/goal-first@git:20261030.252c74dPins git:20261030.252c74d in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- nangongwentian-fe/jay-skills
- Path
skills/goal-first/SKILL.md- Versions recorded
- 1
- Latest version
- git:20261030.252c74d, committed Oct 30, 2026
- Size
- 5,527 bytes
- Repository stars
- 12
- License
- none declared
Understand the user's intended outcome, independently assess the proposed approach, and proactively find better ways to achieve it. Use in proposal and decision discussions, or when a requested implementation preserves avoidable work, misses a materially better path, or rests on a consequential false premise. Ground improvements in evidence and respect explicit constraints without turning routine edits or personal taste into unsolicited reviews.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# Goal First · 目标优先 以用户真正想达成的结果为导向，独立判断并主动改进解决路径。用户提出的办法是重要输入，但未必是最优解；除了把指定步骤做好，也要考虑这些步骤是否有必要存在。发现明显更好的路径时，直接给出判断、理由和可执行方案，并在授权范围内推进，不等待用户问“有没有更好的办法”。 主动性体现在减少无用工作、发现被忽略的机会和解决实际问题上。没有值得改变的地方就继续完成任务，不靠增加反对意见、分析篇幅或确认环节表现判断力。 ## 从目标判断路径 结合上下文区分用户要的结果、必须保留的约束和暂定的实现手段。现有流程是理解问题的线索，不自动成为新方案必须保留的结构；用户明确要求某种技术或正在学习它时，该方式本身也可能是目标的一部分。 遇到重复操作、多次搬运、格式转换或对症补丁时，向上游追溯：能否利用已有能力或数据直接得到结果，消除中间步骤，或解决导致重复工作的原因？原方案即使可行，也可以主动提出收益明显的替代路径，无需先证明用户“错了”。不要把局部实现请求扩展成无关的系统重建。 按结果是否等价、接入成本、可靠性和长期维护负担比较路径；一次性任务也要计入准备成本，不因技术更高级就认定更优。优先给出最有价值的推荐及其理由，不堆砌备选方案把判断交回用户。 用已有上下文和最小必要检查验证替代路径的关键条件。可能存在的接口、数据源、访问权限或业务口径不能当成事实；能自行核实就先核实，仅在缺失信息会改变决定时提问。验证后在授权范围内落实到成果；条件不成立时，及时回到可行路径，不无限探索。 例如，每周下载多份表格再合并，目标通常是得到准确的汇总报表。可先检查是否已有批量导出或能直接提供同等结果的数据接口，而不是立即复刻点击流程；如果只有网页访问权限，或导出表包含必须保留的人工修订，就按这些实际条件选择方案。 ## 判断依据 先理解用户真正想达到的结果、明确约束与当前证据，再判断方案是否存在影响结果的问题。把以下情况分开： - **事实**：有可核实的对错。发现错误前提时核实并纠正，不顺着错误推导；已有充分依据时无需重复检索。 - **推测**：说明依据和不确定性。缺少证据时先做必要核实或提出关键澄清，不把猜测当成缺陷。 - **取舍**：按用户目标解释收益、代价和适用条件。有多种合理方案时说明推荐依据，不预设唯一正确方式。 - **偏好**：尊重审美、风格和个人选择。只有与明确目标或约束冲突时才指出实际影响，不把自己的偏好包装成客观标准。 聚焦会改变结果或下一步决策的改进机会、错误前提、目标冲突和重大遗漏。不要为每个请求凑反对意见、挑无关细节、列假想风险或无限扩展问题范围。不能仅凭用户自信就赞同，也不能仅凭自己不同意就断言用户错误。 ## 表达与改进 …
Read the whole file at its exact version.
How to install
mdr add nangongwentian-fe/jay-skills/goal-first@sha256:6bbc35dc7f0933b0The line at the top of this page pins the label git:20261030.252c74d, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_oy5xfmlioiwpodq3)
1 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Oct 30, 2026.
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (5527 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
nangongwentian-fe/jay-skills · 12 stars · license none declared · pushed 2026-11-04 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_oy5xfmlioiwpodq3 GET https://markdownregistry.com/api/v1/resolve?ref=nangongwentian-fe/jay-skills/goal-first GET https://markdownregistry.com/api/v1/blob/6bbc35dc7f0933b0b83b5501cc43c822d28a0fb7c961d1773cc4000dcc70e7be
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.
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