caveman-evidence-review
Review Caveman Cloud Evidence
LLM cost and quality changes are difficult to explain from aggregates alone. This skill produces bounded, trace-supported Caveman Cloud reviews without changing experiments.
Instalar con mi Agente
Copia esta solicitud en tu Agente. Incluye la página canónica del Skill y el manifiesto.
Review the Skillstore skill "caveman-evidence-review" from https://skillstore.io/skills/juliusbrussee-caveman-evidence-review.md and its manifest at https://skillstore.io/api/skills/juliusbrussee-caveman-evidence-review/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 "caveman-evidence-review". Why did costs rise during the last seven days?
Resultado esperado:
- Scope: selected project, August 17 through August 24.
- Measured cost increased in the document-processing workflow, alongside more retries and a higher-cost model mix.
- Representative trace identifiers and the comparison window are listed.
- Model routing remains unproven until the same workflow is compared with an earlier control cohort.
Usando "caveman-evidence-review". Are the reported savings verified?
Resultado esperado:
Verified ledger savings are reported separately from inferred daily headroom. The review names the ledger window, supporting traces, and any missing verification signal.
Usando "caveman-evidence-review". Which workflow needs attention?
Resultado esperado:
The review ranks workflows using cost, failures, and latency, then cites representative traces and proposes one bounded read-only follow-up query.
Auditoría de seguridad
SeguroAll 26 external-command detections are false positives caused by Markdown backticks, fenced examples, or documented Caveman tool names. The system-reconnaissance detection is a read-only Caveman identity check, and no prompt injection or malicious intent was found.
Factores de riesgo
⚙️ Comandos externos (26)
Compartir y citar este informe
Comparte el informe de evaluación versionado, la insignia neutral, la tarjeta insertable y las citas. Skillstore presenta evidencias sin decidir si este Skill es seguro.
Copiar enlace del informe
https://skillstore.io/skills/juliusbrussee-caveman-evidence-review/audits/2?utm_source=security_passport&utm_medium=share&utm_campaign=versioned_reportInsignia Markdown
[](https://skillstore.io/skills/juliusbrussee-caveman-evidence-review?utm_source=security_passport_badge)Insignia HTML
<a href="https://skillstore.io/skills/juliusbrussee-caveman-evidence-review?utm_source=security_passport_badge"><img src="https://skillstore.io/badges/skills/juliusbrussee-caveman-evidence-review/security.svg" alt="Skillstore security assessment" loading="lazy"></a>Tarjeta para insertar
<iframe src="https://skillstore.io/embed/skills/juliusbrussee-caveman-evidence-review.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). caveman-evidence-review security audit report (audit version 2) [Author version unspecified]. Skillstore. https://skillstore.io/skills/juliusbrussee-caveman-evidence-review/audits/2Cita BibTeX
@techreport{juliusbrussee-juliusbrussee-caveman-evidence-review-2026,
author = {juliusbrussee},
title = {caveman-evidence-review security audit report (audit version 2)},
institution = {Skillstore},
year = {2026},
number = {2},
url = {https://skillstore.io/skills/juliusbrussee-caveman-evidence-review/audits/2},
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: "caveman-evidence-review security audit report (audit version 2)"
version: "unspecified"
type: report
authors:
- name: "juliusbrussee"
date-released: "2026-08-24"
url: "https://skillstore.io/skills/juliusbrussee-caveman-evidence-review/audits/2"
identifiers:
- type: other
value: "skillstore:juliusbrussee-caveman-evidence-review:audit:2"
description: "Skillstore immutable audit report identifier"
Puntuación de Skillstore
Por qué esta puntuación Confianza de la evidencia: MedioLo que puedes crear
Investigate spend changes
Compare cost reports and trace cohorts to identify workflows, models, or retries associated with an LLM spend change.
Review reliability evidence
Examine errors, latency, status classes, and representative spans within a bounded production window.
Validate optimization results
Keep inferred headroom separate from verified ledger savings and identify the evidence supporting each result.
Prueba estos prompts
Review current Caveman Cloud costs for the selected project. State the report window, cost basis, main drivers, and missing evidence.
Review workflows for the last seven days. Identify high-cost or failing workflows, then cite representative trace identifiers and exact time windows.
Test whether model routing caused the recent cost increase. Compare a bounded suspect cohort with an earlier control cohort and report unresolved factors.
Audit the selected project across costs, score, plan, workflows, and verified savings. Separate every cost category and inspect representative traces without payloads.
Mejores prácticas
- Select the correct Caveman project before requesting analysis.
- Provide a bounded time window and a specific cost, quality, or reliability question.
- Request payload review only when metadata and spans cannot answer the question.
Evitar
- Do not treat an empty result as proof of zero cost or zero risk.
- Do not combine measured costs, inferred headroom, verified savings, and evidence costs.
- Do not claim causality from one aggregate or one expensive trace.
Preguntas frecuentes
Does this skill change Caveman experiments?
What access does it require?
Does it read prompt or completion content?
Can it explain a cost increase?
How does it report savings?
Which tools does it support?
Detalles del desarrollador
Autor
juliusbrusseeLicencia
MIT
Revisión de Skillstore
r1
Aviso de versión
El autor no declaró una versión.
Ref.
18c566f98cd9d675bf70dca057f35ef24e82ac57
Actualidad del mantenimiento
24/8/2026
Uso
1 descargas · 0 vistas
Estructura de archivos
📄 SKILL.md