dbs-theory-grounding
Theoretical grounding and case reinterpretation. Audits empirical judgments in pitch decks, courses, copywriting, or methodologies by first determining whether a proposition holds, matching and verifying credible theories, and using those theories to reinterpret the case while explicitly demarcating boundaries. Ideal for finding theoretical foundations for original frameworks, sourcing theory for slides, judging whether a statement can be elevated to a theory, and detecting forced citations of celebrities; focuses on single-instance theoretical anchoring without defaulting to historical isomorphism studies.
1How It Works & Mechanism
Offline by default: Theory matching, proposition auditing, and case reinterpretation must first be completed using user materials, local references, and the model's existing knowledge; network access is demoted to an action performed only 'when strictly required by conclusions'.
**默认离线。** 先依据用户提供的材料、当前对话、本地资料和模型已有知识完成命题审查与理论匹配。联网不是默认研究步骤，不能因为想补充人物、理论、原话、页码或候选数量就自动联网。
Audit propositions before searching for theories: Review items against five risk categories to produce a four-state verdict (Retain / Narrow / Reconstruct / Discard), formalizing the revised standard before theory lookup.
- `放弃`：命题与案例均缺少支撑。
Refocus 'finding celebrities' into mechanism-based retrieval questions: Define the mechanism the theory must explain before entering candidate pools.
把「找名人」改写为 1—3 个理论检索问题，例如：
Filter candidate theories using a single scorecard (score ≥7 to pass) with secondary deduplication: Auxiliary theories must address aspects the primary theory cannot explain, or be removed.
辅助理论必须明确写出「主理论解释不了、它能够解释的部分」；
Tier citations into three layers (Original Foreign Quote / Chinese Translation / Chinese Paraphrase); never mark as 'Chinese Translation' unless the original source text has been verified—label as 'Paraphrase' instead.
中文意译：可依据可靠的理论原义和已有知识压缩表达，必须明确标注「意译」
Strict sentence structures and 5 naming rules for personal credentials, forbidding arbitrary transliterations and unverified birth/death years posing as background information.
4. 无法核实中文译名时，保留外文名并明确写「暂未找到可靠的统一中文译名」，禁止自行音译；
Theories must map to the case sentence by sentence, rather than merely labeling the case with a theory's name.
逐句映射，不能只在案例前面贴理论名。
Tiered outputs by audience: researchers receive scores and verification logs, while course instructors/clients receive a streamlined deliverable by default, including ready-to-present slide templates.
【演讲者注】说明边界、出处和不能上屏的核实信息
Network gating defines 3 permitted vs. 4 prohibited triggers, and completely blocks CLI network access such as curl when internet access is disabled by the user.
用户明确要求不联网时，禁止调用网页搜索、浏览器、网络 API、`curl` 或任何其他外部检索能力。此时应：
Built-in calibration example demonstrates the minimum acceptable baseline: Hayakawa's ladder of abstraction + 'Narrow' verdict + paraphrase label + no field-based profile cards.
- Hayakawa 的「抽象阶梯」优先于只解释记忆效果的理论；
2Core Capabilities
3External Dependencies
| Kind | Dependency / Endpoint |
|---|---|
| network | 宿主联网检索能力（宿主工具，非本 skill 目录内资产；条件触发） |
4Recommended Governance & Evidence
- SKILL.md: Pure prompt instructions and rule text; no script execution or external impact.
5Second-Pass Verification
- [ok] 默认离线原则与联网门控 — 第 5 条硬性原则与「知识、核实与联网标准」节的三允许/四禁触发逐字存在。
- [ok] 用户禁网时的禁用清单（含 curl） — 原文列举"网页搜索、浏览器、网络 API、`curl` 或任何其他外部检索能力"，属硬约束而非能力声明。
- [ok] 引用三层与"不得伪装逐字引文" — "外文原话/中文译文/中文意译"三层定义与"未实际核对原文时不得标「中文译文」"均在源码。
- [ok] 人物定位句式与译名规则 — 句式段与 5 条译名规则逐条存在；样例人物"美国语义学家塞缪尔·早川（S. I. Hayakawa）"逐字命中。
- [ok] 评分门槛与去重规则 — "总分低于 7 分不得入选"与 4 条去重规则（同机制留高分、辅助须覆盖新机制、无信息增量删除、删除后仍可解释则不保留）均在源码。
- [ok] 目录内外部依赖是否为空 — 目录扫描无脚本、无 CLI 调用、无 URL、无第三方包；联网一项已标注为宿主能力、非目录内资产。
- [ok] 无文件写入 / 无凭证读取 — 全文无 write/save/append/read env/keychain 类指令；资产仅两个文本文件。
- [ok] description 是否与正文一致（无夸大） — description 所述"审命题 → 匹配核实理论 → 重释案例 → 标边界 + 聚焦单次锚定"在正文 8 步流程中逐一有对应实现。
6Verdict & Scenarios
36f4b621d056d704…