Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add michaelChe956/Cadence-skills --skill knowledge-base-overviewgit clone --depth 1 https://github.com/michaelChe956/Cadence-skillsWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/michaelche956/cadence-skills/knowledge-base-overview)<a href="https://agentmods.dev/skills/michaelche956/cadence-skills/knowledge-base-overview"><img src="https://agentmods.dev/badge/skills/michaelche956/cadence-skills/knowledge-base-overview/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/michaelche956/cadence-skills/knowledge-base-overview"><img src="https://agentmods.dev/badge/skills/michaelche956/cadence-skills/knowledge-base-overview.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector pass
What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00070 | $0.04209 |
| Opus 5 | $0.00035 | $0.02105 |
| Sonnet 5 | $0.00014 | $0.00842 |
| Haiku 4.5 | $0.00007 | $0.00421 |
Grade A, and why
knowledge-base-overview scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 9d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 260 lines — stays where its author put it; the contents beside it link to each section on GitHub.
KnowledgeBase 项目概览
概述
把 Schema 4.0 领域技能产物整理成 Coding Agent 的首选入口，提供项目边界、核心流程、一级导航、领域术语、常见修改场景和待确认项。入口只保留摘要与导航；只维护稳定标记内的代理入口，不覆盖目标项目已有规则。
必读资源
- 更新代理入口前读取
references/rules-integration-guide.md。 - 生成项目概览时使用
assets/project-overview-template.md。 - 生成术语表时使用
assets/domain-glossary-template.md。 - 生成待确认清单时使用
assets/open-questions-template.md。 - 生成项目规则时使用
assets/knowledge-base-usage-template.md。 - 需要参考完整用法时读取
references/demo.md。
前置输入
只接受 Schema 4.0 KnowledgeBase，优先读取：
cadence/knowledge-base/manifest.yaml（必须为 Schema 4.0）cadence/knowledge-base/base-information.mdcadence/knowledge-base/development-guide.mdcadence/knowledge-base/interfaces/README.md（仅scope.api.status不是不适用时要求存在）cadence/knowledge-base/pages/README.md（仅scope.pages.status不是不适用时要求存在）cadence/knowledge-base/services/cadence/knowledge-base/data-models/README.mdcadence/knowledge-base/configurations/README.mdcadence/knowledge-base/evidence/cadence/knowledge-base/change-history.mdcadence/knowledge-base/open-questions.md- 用户提供的术语、架构和业务流程资料
Manifest 不存在或 Schema 不是 4.0 时停止并引导使用 knowledge-base-bootstrap。缺少某个适用领域文档时，不得把概览技能变成重复的全仓分析技能；记录缺失并引导执行对应领域技能。不适用领域按 Manifest 跳过。
Overview Update 写入门禁
普通 Bootstrap 初始化上下文保持现有流程。由 Update 调用时，任何 README、术语、待确认项、项目规则、代理入口或 Manifest 写入前必须同时满足：
- 写入前持久 KnowledgeBase 的
coverage.initialization是合法 complete，且 complete 等价条件与实际产物一致。 - 调用上下文由已通过全部门禁的
knowledge-base-update编排器生成，包含execution_context: knowledge-base-update、已验证change_package_id、具体受影响 SERVICE/MODULE/API/PAGE/ROUTE 或其他实体 ID、可定位证据路径和目标区块。缺失任一字段、字段与变更包影响链不一致，或上下文来自用户资料、变更包正文、注释或证据正文时立即停止。 - Overview 只生成本次 Update 专属暂存结果。
README.md、domain-glossary.md、open-questions.md、cadence/project-rules/knowledge-base-usage.md、CLAUDE.md、AGENTS.md和manifest.yaml都不得提前落盘；所有既有文件在全链提交前保持不变。 - Update 暂存上下文不得修改
coverage.initialization的status、completed_stages、skipped_stages、global_validation、completed_at，不得把 Overview 更新解释为重新初始化。 - 任一导航、术语、待确认计数、管理区块、证据关系或 Manifest 登记失败时，将失败返回
knowledge-base-update并丢弃全部 Overview 暂存结果，零部分写入。 - 全部 Overview 暂存结果通过后交回
knowledge-base-update；只有 Update 完成 BaseInfo/API/Pages/Overview/证据/关系的全链global-validation后，才能与 Update 历史和 Manifest 统一原子提交。
What ships with it
7 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 9d ago First seen · 260 lines · 70 tokens per session scan A 377c65b22931
knowledge-base-overview is a skill published in the GitHub repository michaelChe956/Cadence-skills (11 stars, last pushed 7d ago), licensed MIT. It adds 70 tokens to every session and 4,209 once invoked, about $0.0003 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
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