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.
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Copia esta solicitud en tu Agente. Incluye la página canónica del Skill y el manifiesto.
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.Tu Agente debe seguir mostrando su plan y solicitar cualquier confirmación exigida por la política de seguridad.
Recursos legibles por agentes
Usa estos enlaces cuando un agente de IA, crawler o script necesite contexto limpio en vez de leer la página completa.
Pruébalo
Usando "investigate-first". The checkout test fails twice weekly, but reruns pass. Recent edits changed retry timing.
Resultado esperado:
- 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.
Usando "investigate-first". API latency increased after deployment, with no increase in request volume.
Resultado esperado:
The strongest evidence points to a new downstream wait. Compare dependency timing before and after deployment to confirm the responsible transition.
Usando "investigate-first". A report is empty for one customer, but logs and sample data are unavailable.
Resultado esperado:
No cause can be supported yet. The exact blocker is missing customer-specific input, filtering decisions, and report generation output.
Auditoría de seguridad
SeguroThe two prompt-only files contain no executable code, external access, credential handling, or suspicious instructions. No static or semantic security findings were identified.
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Copiar enlace del informe
https://skillstore.io/skills/juliusbrussee-investigate-first/audits/1?utm_source=security_passport&utm_medium=share&utm_campaign=versioned_reportInsignia Markdown
[](https://skillstore.io/skills/juliusbrussee-investigate-first?utm_source=security_passport_badge)Insignia HTML
<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>Tarjeta para insertar
<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>Citas académicas (APA · BibTeX · CFF)
Cita APA
juliusbrussee. (2026). investigate-first security audit report (audit version 1) [Author version unspecified]. Skillstore. https://skillstore.io/skills/juliusbrussee-investigate-first/audits/1Cita BibTeX
@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"
Puntuación de Skillstore
Por qué esta puntuación Confianza de la evidencia: MedioLo que puedes crear
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.
Prueba estos prompts
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.
Mejores prácticas
- 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.
Evitar
- 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.
Preguntas frecuentes
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?
Detalles del desarrollador
Autor
juliusbrusseeLicencia
MIT
Revisión de Skillstore
r1
Aviso de versión
El autor no declaró una versión.
Ref.
d8fdd465806692db394c1b3f87ab3a021fe733d2
Actualidad del mantenimiento
13/8/2026
Uso
0 descargas · 0 vistas
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