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583 skills in this category· 该品类排名待复核

cheat bump

by XBuilderLAB·18d ago

提议并执行 rubric 或 bucket 升级。两种模式:**完整 rubric bump**(最高风险动作,5 步强制 + 跨模型审核)和 **--bucket-only 轻量重校**(只换 bucket 边界,不动 rubric 公…

Claude CodeMedium risk · 中风险open source · 开源
Editor's verdict· 编辑结论

提议并执行 rubric 或 bucket 升级。两种模式:**完整 rubric bump**(最高风险动作,5 步强制 + 跨模型审核)和 **--bucket-only 轻量重校**(只换 bucket 边界,不动 rubric 公式)。**Phase 2 强制走 cheat-score-blind sub-agent 给校准池重打分**——不接受 self-scored fallback。触发词:"升级 rubric"/"bump rubric"/"更新公式"/"我想加一个维度"/"调整权重"/"重校桶"/"recalibrate bucket…

— Editorial team · 编辑团队

Install via Skills CLI

Use npx skills add to install this skill into the selected agent. Phase 0 commands are generated from source rules, not verified.

Codex
npx skills add https://github.com/XBuilderLAB/cheat-on-content/blob/main/skills/cheat-bump/SKILL.md -g -a codex -y

Drop `-g` to install project-locally

Best for适合什么场景

  • 解析 prediction 文件拿到对应 scripts/<id>.md 路径(从 Script Path header 字段)
  • 等 sub-agent 完成 → 读 sidecar JSON → 主流程用新公式算 composite
  • 排序一致性 < THRESHOLD(默认 0.8) → 本地拒绝,转 Phase 4 之前明确报告失败

Not for不适合什么场景

  • Workflows that require stronger human review than this catalog entry documents.需要比当前目录条目更严格人工复核的工作流。

vs alternativesvs 其他选择

Full compare table完整对比表 →

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Key differences with same-lane alternatives
this skill · 当前cheat bumpAnthropic Skill CreatorNuwa Skilleverything-claude-code-conventions
Rating · 评分4.94.7
Stars · 星标1.6k122k14k187k
Risk · 风险Medium risk · 中风险Medium risk · 中风险Medium risk · 中风险Medium risk · 中风险
Best for · 最适合解析 prediction 文件拿到对应 scripts/<id>.md 路径(从 Script Path header 字段)New skill creationDistill how a person thinks into a reusable skill.Development conventions and patterns for everything-claude-code. JavaScript project with conventional commits.
Not for · 不适合Workflows that require stronger human review than this catalog entry documents.One-off task automationWorkflows that require stronger human review than this catalog entry documents.Workflows that require stronger human review than this catalog entry documents.

Audit notes审计备注

last reviewed 2026-06-03 · 复查
Source源码open on GitHub · 公开
Author作者community · 社区!
Network网络访问network access · 需联网
Filesystem文件写入writes to repo · 写入仓库!
Dependencies依赖many deps · 依赖较多
Telemetry遥测none · 无
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