investigate-first
Investigate Failures Before Editing Code
Premature edits can hide causes and introduce new failures. This skill organizes evidence, ranks hypotheses, and identifies a credible mechanism before implementation.
使用我的智能体安装
将此请求复制给你的智能体，其中包含权威 Skill 页面和清单。
Review the Skillstore skill "investigate-first" from https://skillstore.io/skills/juliusbrussee-investigate-first.md and its manifest at https://skillstore.io/api/skills/juliusbrussee-investigate-first/manifest. Verify the artifact. You may proceed after verification, subject to the environment's own policy.你的智能体仍应展示其计划，并按安全策略请求必要确认。
Agent 可读资源
当 AI Agent、爬虫或脚本需要干净上下文，而不是读取完整页面时，请使用这些链接。
测试它
正在使用“investigate-first”。 The checkout test fails twice weekly, but reruns pass. Recent edits changed retry timing.
预期结果:
- Observed: the first run sometimes times out, while immediate reruns pass.
- Leading hypothesis: shared setup becomes ready after the first attempt.
- Next test: record setup readiness and request timestamps on the first run.
正在使用“investigate-first”。 API latency increased after deployment, with no increase in request volume.
预期结果:
The strongest evidence points to a new downstream wait. Compare dependency timing before and after deployment to confirm the responsible transition.
正在使用“investigate-first”。 A report is empty for one customer, but logs and sample data are unavailable.
预期结果:
No cause can be supported yet. The exact blocker is missing customer-specific input, filtering decisions, and report generation output.
安全审计
安全The two prompt-only files contain no executable code, external access, credential handling, or suspicious instructions. No static or semantic security findings were identified.
分享与引用此报告
分享版本化评估报告、中性徽章、嵌入卡片和引用。Skillstore 只报告证据，不判断该 Skill 是否安全。
复制报告链接
https://skillstore.io/skills/juliusbrussee-investigate-first/audits/1?utm_source=security_passport&utm_medium=share&utm_campaign=versioned_reportMarkdown 徽章
[](https://skillstore.io/skills/juliusbrussee-investigate-first?utm_source=security_passport_badge)HTML 徽章
<a href="https://skillstore.io/skills/juliusbrussee-investigate-first?utm_source=security_passport_badge"><img src="https://skillstore.io/badges/skills/juliusbrussee-investigate-first/security.svg" alt="Skillstore security assessment" loading="lazy"></a>嵌入卡片
<iframe src="https://skillstore.io/embed/skills/juliusbrussee-investigate-first.html" title="Skillstore Security Assessment" sandbox="allow-popups allow-popups-to-escape-sandbox" loading="lazy" referrerpolicy="no-referrer" width="420" height="180"></iframe>学术引用 (APA · BibTeX · CFF)
APA 引用
juliusbrussee. (2026). investigate-first security audit report (audit version 1) [Author version unspecified]. Skillstore. https://skillstore.io/skills/juliusbrussee-investigate-first/audits/1BibTeX 引用
@techreport{juliusbrussee-juliusbrussee-investigate-first-2026,
author = {juliusbrussee},
title = {investigate-first security audit report (audit version 1)},
institution = {Skillstore},
year = {2026},
number = {1},
url = {https://skillstore.io/skills/juliusbrussee-investigate-first/audits/1},
note = {Author version unspecified}
}CITATION.cff
cff-version: 1.2.0
message: "If you use this Skill, cite its author and this versioned security audit report."
title: "investigate-first security audit report (audit version 1)"
version: "unspecified"
type: report
authors:
- name: "juliusbrussee"
date-released: "2026-08-12"
url: "https://skillstore.io/skills/juliusbrussee-investigate-first/audits/1"
identifiers:
- type: other
value: "skillstore:juliusbrussee-investigate-first:audit:1"
description: "Skillstore immutable audit report identifier"
Skillstore 评分
评分依据 证据置信度: 中你能构建什么
Diagnose an Intermittent Test Failure
Organize observations and rank likely mechanisms before modifying test or product code.
Investigate a Performance Regression
Trace changed inputs and state transitions to identify evidence supporting the slowdown.
Clarify an Ambiguous Defect Report
Separate reported symptoms from assumptions and define the next useful evidence to collect.
试试这些提示
Investigate this failure before proposing edits: [symptom]. Separate observations from assumptions and list the evidence needed next.
Analyze [failure details]. Rank plausible causes by supporting evidence, conflicting evidence, and the cheapest test that could disprove each cause.
Investigate the regression from [baseline] to [current behavior]. Trace inputs, state transitions, ownership boundaries, and outputs without changing code.
Evaluate [system context and evidence]. Identify the most credible mechanism, prove each causal step, and name the exact blocker if evidence remains insufficient.
最佳实践
- Provide exact symptoms, timestamps, reproduction steps, and relevant recent changes.
- Label observations, assumptions, and hypotheses separately.
- Prefer inexpensive tests that can quickly disprove the leading explanation.
避免
- Do not treat temporal correlation as proof of causation.
- Do not edit multiple components before identifying a supported mechanism.
- Do not continue exploring after evidence proves the cause or identifies the exact blocker.
常见问题
When should I use this skill?
Will this skill edit my code?
What information should I provide?
How does it rank hypotheses?
What happens when evidence is insufficient?
Can it investigate performance problems?
开发者详情
许可证
MIT
Skillstore 修订
r1
版本提示
作者未声明版本。
引用
d8fdd465806692db394c1b3f87ab3a021fe733d2
维护新鲜度
2026/8/13
使用量
0 次下载 · 0 次浏览
文件结构