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.
Installer avec mon Agent
Copiez cette demande dans votre Agent. Elle contient la page Skill de référence et le manifeste.
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.Votre Agent doit toujours présenter son plan et demander toute confirmation exigée par la politique de sécurité.
Ressources lisibles par les agents
Utilisez ces liens lorsqu’un Agent IA, un crawler ou un script a besoin d’un contexte propre au lieu de lire toute la page.
Tester
Utilisation de « caveman-discover ». Discover workflows in a service with a support endpoint and nightly summary job.
Résultat attendu:
- 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.
Utilisation de « caveman-discover ». Report results after labeling one routed workflow and finding one direct provider call.
Résultat attendu:
Labeled support-reply and verified its request succeeded. The direct evaluation call remains not wired because it bypasses the Caveman gateway.
Utilisation de « caveman-discover ». Handle an unclear evaluation script during discovery.
Résultat attendu:
Proposed eval-suite with review status because its purpose was inferred from the filename. No edit was applied pending confirmation.
Audit de sécurité
Risque moyenAll 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.
Préoccupations de sécurité confirmées (1)
Facteurs de risque
⚙️ Commandes externes (25)
Partager et citer ce rapport
Partagez le rapport d’évaluation versionné, le badge neutre, la carte intégrable et les citations. Skillstore présente les preuves sans décider si ce Skill est sûr.
Copier le lien du rapport
https://skillstore.io/skills/juliusbrussee-caveman-discover/audits/1?utm_source=security_passport&utm_medium=share&utm_campaign=versioned_reportBadge Markdown
[](https://skillstore.io/skills/juliusbrussee-caveman-discover?utm_source=security_passport_badge)Badge HTML
<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>Carte intégrable
<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>Citations académiques (APA · BibTeX · CFF)
Citation APA
juliusbrussee. (2026). caveman-discover security audit report (audit version 1) [Author version unspecified]. Skillstore. https://skillstore.io/skills/juliusbrussee-caveman-discover/audits/1Citation BibTeX
@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"
Score Skillstore
Pourquoi ce score Niveau de confiance des preuves: MoyenCe que vous pouvez créer
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.
Essayez ces prompts
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.
Bonnes pratiques
- 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.
Éviter
- 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.
Foire aux questions
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?
Détails du développeur
Auteur
juliusbrusseeLicence
MIT
Révision Skillstore
r1
Avis de version
L’auteur n’a déclaré aucune version.
Réf
95244ee20a58fc3ea629a87b9e746dbc45854aa0
Récence de maintenance
13/08/2026
Utilisation
0 téléchargements · 0 vues
Structure de fichiers
đź“„ SKILL.md