caveman-learn
Reduce Agent Token Usage
Large configuration files and repeated context increase token usage. This skill reviews Caveman reports and applies measured changes with individual approval.
Instalar com meu Agente
Copie esta solicitação para o seu Agente. Ela inclui a página canônica do Skill e o manifesto.
Review the Skillstore skill "caveman-learn" from https://skillstore.io/skills/juliusbrussee-caveman-learn.md and its manifest at https://skillstore.io/api/skills/juliusbrussee-caveman-learn/manifest. Verify the artifact. You may proceed after verification, subject to the environment's own policy.Seu Agente ainda deve apresentar o plano e solicitar qualquer confirmação exigida pela política de segurança.
Recursos legíveis por agentes
Use estes links quando um agente de IA, crawler ou script precisar de contexto limpo em vez de ler a página completa.
Testar
Usando "caveman-learn". Review my report without editing anything.
Resultado esperado:
Cave Score: 72. The largest reducible sink is project instructions. Recurring context ranks second. Load-bearing guidance remains unchanged.
Usando "caveman-learn". Propose a safe offload for the repeated deployment notes.
Resultado esperado:
- Source hash matches the report locator.
- The compact pointer and recall cost are lower than repeated loading.
- Approve storing the block and replacing it with the proposed recall pointer?
Usando "caveman-learn". Apply the approved trim.
Resultado esperado:
The approved section was trimmed. Tokens per turn decreased from 420 to 285. The original content and reversal steps are recorded.
Auditoria de segurança
SeguroAll 17 static findings are false positives caused by documentation paths, Markdown backticks, test assertions, or bounded Caveman file access. The skill requires consent, integrity checks, measurement, and rollback before changing user configuration.
Fatores de risco
📁 Acesso ao sistema de arquivos (12)
⚙️ Comandos externos (3)
Compartilhar e citar este relatório
Compartilhe o relatório de avaliação versionado, o badge neutro, o cartão incorporável e as citações. A Skillstore apresenta evidências sem decidir se este Skill é seguro.
Copiar link do relatório
https://skillstore.io/skills/juliusbrussee-caveman-learn/audits/1?utm_source=security_passport&utm_medium=share&utm_campaign=versioned_reportBadge Markdown
[](https://skillstore.io/skills/juliusbrussee-caveman-learn?utm_source=security_passport_badge)Badge HTML
<a href="https://skillstore.io/skills/juliusbrussee-caveman-learn?utm_source=security_passport_badge"><img src="https://skillstore.io/badges/skills/juliusbrussee-caveman-learn/security.svg" alt="Skillstore security assessment" loading="lazy"></a>Cartão incorporável
<iframe src="https://skillstore.io/embed/skills/juliusbrussee-caveman-learn.html" title="Skillstore Security Assessment" sandbox="allow-popups allow-popups-to-escape-sandbox" loading="lazy" referrerpolicy="no-referrer" width="420" height="180"></iframe>Citações acadêmicas (APA · BibTeX · CFF)
Citação APA
juliusbrussee. (2026). caveman-learn security audit report (audit version 1) [Author version unspecified]. Skillstore. https://skillstore.io/skills/juliusbrussee-caveman-learn/audits/1Citação BibTeX
@techreport{juliusbrussee-juliusbrussee-caveman-learn-2026,
author = {juliusbrussee},
title = {caveman-learn security audit report (audit version 1)},
institution = {Skillstore},
year = {2026},
number = {1},
url = {https://skillstore.io/skills/juliusbrussee-caveman-learn/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-learn 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-learn/audits/1"
identifiers:
- type: other
value: "skillstore:juliusbrussee-caveman-learn:audit:1"
description: "Skillstore immutable audit report identifier"
Pontuação do Skillstore
Por que esta pontuação Confiança das evidências: MédioO que você pode criar
Trim project instructions
Review a large CLAUDE.md and approve only edits that reduce measured tokens per turn.
Offload recurring context
Move repeated session context into cavemem while preserving compact recall and exact recovery paths.
Review team token usage
Present ranked token sinks and separate actionable configuration findings from load-bearing context.
Teste estes prompts
Run my Caveman learn report and explain the ranked token sinks without changing files.
Review reducible findings, show each proposed diff and measured impact, then ask before every edit.
Find recurring context suitable for cavemem, verify its hash, measure recall cost, and propose a reversible offload.
Process only my selected sinks, preserve load-bearing content, validate every recall path, and revert changes without confirmed token reduction.
Boas práticas
- Review the complete report before selecting changes.
- Approve each diff only after checking its measured impact.
- Test recall and exact recovery before accepting an offload.
Evitar
- Do not apply every recommendation without reviewing individual diffs.
- Do not remove load-bearing instructions to improve the score.
- Do not keep changes that fail to reduce tokens or preserve recall.
Perguntas frequentes
Does this skill edit files automatically?
What is a reducible finding?
What is recurring context?
How does cavemem offloading stay reversible?
Will it change load-bearing content?
How are savings validated?
Detalhes do desenvolvedor
Autor
juliusbrusseeLicença
MIT
Revisão da Skillstore
r1
Aviso de versão
O autor não declarou uma versão.
Repositório
https://github.com/juliusbrussee/caveman/tree/a0109974ea3258a14aadaef1ed1f8ff2837d30d5/skills/caveman-learnReferência
663bc75480aaf8c7b857fb3b51c35654a097de3d
Atualidade da manutenção
13/08/2026
Uso
0 downloads · 0 visualizações
Estrutura de arquivos