caveman-discover
Label LLM Workflows for Caveman Cloud
Unlabeled LLM traffic hides which jobs create spend. This skill discovers repository workflows, proposes durable labels, applies approved changes, and verifies attribution.
Mit meinem Agent installieren
Kopieren Sie diese Anfrage in Ihren Agent. Sie enthält die maßgebliche Skill-Seite und das Manifest.
Review the Skillstore skill "caveman-discover" from https://skillstore.io/skills/juliusbrussee-caveman-discover.md and its manifest at https://skillstore.io/api/skills/juliusbrussee-caveman-discover/manifest. Verify the artifact. You may proceed after verification, subject to the environment's own policy.Ihr Agent sollte weiterhin seinen Plan anzeigen und alle von der Sicherheitsrichtlinie verlangten Bestätigungen anfordern.
Agent-lesbare Ressourcen
Verwenden Sie diese Links, wenn ein KI-Agent, Crawler oder Skript sauberen Kontext benötigt, statt die vollständige Seite zu lesen.
Testen
„caveman-discover“ wird verwendet. Discover workflows in a service with a support endpoint and nightly summary job.
Erwartetes Ergebnis:
- support-reply: answers inbound support tickets from the reply handler.
- nightly-digest: creates the scheduled summary from the digest job.
- Approval required before applying either label.
„caveman-discover“ wird verwendet. Report results after labeling one routed workflow and finding one direct provider call.
Erwartetes Ergebnis:
Labeled support-reply and verified its request succeeded. The direct evaluation call remains not wired because it bypasses the Caveman gateway.
„caveman-discover“ wird verwendet. Handle an unclear evaluation script during discovery.
Erwartetes Ergebnis:
Proposed eval-suite with review status because its purpose was inferred from the filename. No edit was applied pending confirmation.
Sicherheitsaudit
Mittleres RisikoAll 26 static findings are false positives caused by Markdown backticks, fenced examples, and inline technical identifiers in SKILL.md. The skill does direct approved code changes and repository-native command execution, creating a moderate operational risk when used on untrusted projects.
Bestätigte Sicherheitsbedenken (1)
Risikofaktoren
⚙️ Externe Befehle (25)
Diesen Bericht teilen & zitieren
Teile den versionierten Bewertungsbericht, das neutrale Badge, die Einbettungskarte und Zitate. Skillstore berichtet Nachweise, ohne zu entscheiden, ob dieser Skill sicher ist.
Berichtslink kopieren
https://skillstore.io/skills/juliusbrussee-caveman-discover/audits/1?utm_source=security_passport&utm_medium=share&utm_campaign=versioned_reportMarkdown-Badge
[](https://skillstore.io/skills/juliusbrussee-caveman-discover?utm_source=security_passport_badge)HTML-Badge
<a href="https://skillstore.io/skills/juliusbrussee-caveman-discover?utm_source=security_passport_badge"><img src="https://skillstore.io/badges/skills/juliusbrussee-caveman-discover/security.svg" alt="Skillstore security assessment" loading="lazy"></a>Einbettungskarte
<iframe src="https://skillstore.io/embed/skills/juliusbrussee-caveman-discover.html" title="Skillstore Security Assessment" sandbox="allow-popups allow-popups-to-escape-sandbox" loading="lazy" referrerpolicy="no-referrer" width="420" height="180"></iframe>Wissenschaftliche Zitate (APA · BibTeX · CFF)
APA-Zitat
juliusbrussee. (2026). caveman-discover security audit report (audit version 1) [Author version unspecified]. Skillstore. https://skillstore.io/skills/juliusbrussee-caveman-discover/audits/1BibTeX-Zitat
@techreport{juliusbrussee-juliusbrussee-caveman-discover-2026,
author = {juliusbrussee},
title = {caveman-discover security audit report (audit version 1)},
institution = {Skillstore},
year = {2026},
number = {1},
url = {https://skillstore.io/skills/juliusbrussee-caveman-discover/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: "caveman-discover security audit report (audit version 1)"
version: "unspecified"
type: report
authors:
- name: "juliusbrussee"
date-released: "2026-08-12"
url: "https://skillstore.io/skills/juliusbrussee-caveman-discover/audits/1"
identifiers:
- type: other
value: "skillstore:juliusbrussee-caveman-discover:audit:1"
description: "Skillstore immutable audit report identifier"
Skillstore-Score
Warum dieser Score Evidenzvertrauen: MittelWas Sie erstellen können
Attribute Product AI Spend
Separate support, onboarding, and reporting costs by the product job that generated each request.
Label Scheduled Automation
Identify cron jobs, queue workers, and CI tasks that consume LLM tokens and assign stable labels.
Audit Agent Workflows
Map graphs, agents, chains, and evaluation suites into distinct workflows before reviewing their spend.
Diese Prompts ausprobieren
Discover LLM workflows in this repository. Present the proposed workflow table, but do not edit files yet.
Review the proposed workflow labels for valid syntax, clear job names, and uncertain purposes. Mark uncertain labels for review.
Apply the approved workflow labels with minimal changes. Label callers, preserve repository style, and list calls without Caveman gateway routing.
Verify one labeled path using the repository's existing method. Report observed results, dashboard timing, unlabeled traffic, and unresolved workflow names.
Bewährte Praktiken
- Review and approve the workflow table before any repository files change.
- Name each human-recognizable job instead of its provider, model, or shared helper.
- Inspect verification commands and referenced scripts before running them.
Vermeiden
- Do not label a shared LLM helper when several distinct jobs call it.
- Do not invent a workflow purpose when repository evidence is unclear.
- Do not claim dashboard verification before the labeled workflow actually runs.
Häufig gestellte Fragen
Does this skill configure the Caveman gateway?
Will it modify code without approval?
Which LLM entry points can it inspect?
How are workflow names chosen?
What happens when a workflow purpose is unclear?
When do labels appear in Caveman Cloud?
Entwicklerdetails
Autor
juliusbrusseeLizenz
MIT
Skillstore-Revision
r1
Versionshinweis
Der Autor hat keine Version angegeben.
Ref.
95244ee20a58fc3ea629a87b9e746dbc45854aa0
Aktualität der Wartung
13.8.2026
Nutzung
0 Downloads · 0 Aufrufe
Dateistruktur
đź“„ SKILL.md