Навыки caveman-evidence-review

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caveman-evidence-review

Name: caveman-evidence-review
Author: juliusbrussee

Ревизия содержимого r1 Безопасно ⚙️ Внешние команды

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.

Поддерживает: Claude Codex Code(CC)

🥉 77 Бронза

Установить с помощью моего Агента

Скопируйте этот запрос в своего Агента. Он содержит каноническую страницу Skill и манифест.

Запрос агента

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.

Ваш Агент по-прежнему должен показать план и запросить все подтверждения, требуемые политикой безопасности.

Ресурсы для AI-агентов

Используйте эти ссылки, когда AI-агенту, crawler или script нужен чистый контекст вместо полной страницы.

Markdown-детали GET /skills/juliusbrussee-caveman-evidence-review.md Подписанный manifest GET /api/skills/juliusbrussee-caveman-evidence-review/manifest Подписанный lockfile GET /api/skills/juliusbrussee-caveman-evidence-review/lockfile

Протестировать

Использование «caveman-evidence-review». Why did costs rise during the last seven days?

Ожидаемый результат:

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.

Использование «caveman-evidence-review». Are the reported savings verified?

Ожидаемый результат:

Verified ledger savings are reported separately from inferred daily headroom. The review names the ledger window, supporting traces, and any missing verification signal.

Использование «caveman-evidence-review». Which workflow needs attention?

Ожидаемый результат:

The review ranks workflows using cost, failures, and latency, then cites representative traces and proposes one bounded read-only follow-up query.

Аудит безопасности

Безопасно

v2 • 24.08.2026 Открыть версионный отчет

All 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.

Просканировано файлов

145

Проанализировано строк

Пункты проверки

Ложные срабатывания проигнорированы

Факторы риска

Последний завершенный статический и семантический аудит не обнаружил подтвержденных проблем безопасности. Это не доказывает отсутствие побочных эффектов у навыка.

Аудитор:: codex Посмотреть историю аудитов →

Поделиться и цитировать этот отчет

Делитесь версионным отчетом об оценке, нейтральным значком, встраиваемой карточкой и цитатами. Skillstore публикует доказательства, не решая, безопасен ли этот Skill.

Открыть версионный отчет

Копировать ссылку на отчёт

https://skillstore.io/skills/juliusbrussee-caveman-evidence-review/audits/2?utm_source=security_passport&utm_medium=share&utm_campaign=versioned_report

Значок Markdown

[![Skillstore security assessment](https://skillstore.io/badges/skills/juliusbrussee-caveman-evidence-review/security.svg)](https://skillstore.io/skills/juliusbrussee-caveman-evidence-review?utm_source=security_passport_badge)

Значок 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>

Встраиваемая карточка

<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>

Академические ссылки (APA · BibTeX · CFF)

Цитата 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/2

Цитата 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"

Оценка Skillstore

Почему такая оценка Достоверность доказательств: Средний

Архитектура

Сопровождаемость

Контент

Сообщество

Соответствие спецификации

Что вы можете построить

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.

Попробуйте эти промпты

Review current costs

Review current Caveman Cloud costs for the selected project. State the report window, cost basis, main drivers, and missing evidence.

Find workflow issues

Review workflows for the last seven days. Identify high-cost or failing workflows, then cite representative trace identifiers and exact time windows.

Test a cost explanation

Test whether model routing caused the recent cost increase. Compare a bounded suspect cohort with an earlier control cohort and report unresolved factors.

Audit optimization evidence

Audit the selected project across costs, score, plan, workflows, and verified savings. Separate every cost category and inspect representative traces without payloads.

Лучшие практики

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.

Избегать

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.

Часто задаваемые вопросы

Does this skill change Caveman experiments?

No. It performs read-only reviews and only proposes possible actions.

What access does it require?

It requires Caveman authentication and a selected project context.

Does it read prompt or completion content?

Not by default. Payload retrieval requires an explicit user request.

Can it explain a cost increase?

It can test explanations using bounded cohorts and traces, but it labels unsupported causes as unproven.

How does it report savings?

It keeps verified ledger savings separate from inferred daily headroom and measured costs.

Which tools does it support?

It prefers Caveman MCP tools and uses documented Caveman CLI commands as a fallback.

Сведения для разработчиков

Автор

juliusbrussee

Лицензия

MIT

Ревизия Skillstore

Примечание о версии

Автор не указал версию.

Репозиторий

https://github.com/juliusbrussee/caveman/tree/7bb71309e8749a4f112aacd3a54b3941d8689905/skills/caveman-evidence-review

Ссылка

18c566f98cd9d675bf70dca057f35ef24e82ac57

Актуальность поддержки

25.08.2026

Использование

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Структура файлов

📄 SKILL.md