docs(skill): document the user-explicit invocation path

Bilingual README updates for the four touched packages (ui-skill's claim
flow and deterministic-injection model experience, the apiproxy skills
domain, the shared renderSkillContent seam export, the catalog stitch
sentence), the implemented Agent Note triplet recording the decision and
its peer-product evidence, and the regenerated catalogs/graphs.

packages/skill/skill/README.i18n.yaml

@@ -2,5 +2,5 @@
 # side as of the last confirmed-consistent state. Both languages carry equal authority;
 # after editing either side, bring the other along and re-record with:
 #   pnpm run verify-translation-pairing --write packages/skill/skill/README.md
-README.md: f538ae668ccff291be86348627d5547150f460df
-README.zh.md: d61a242d01df1e22270c1cb049b922536654bbd6
+README.md: 0c1b2249d8c46ad9ce8097ceeda2bd988c92eb21
+README.zh.md: 8fed350d00433206aecdb32819adc81c82745869

packages/skill/skill/README.md

@@ -37,6 +37,10 @@ This package owns the `ctx.skills` interface. It does not know whether skills co
 | `{ modelInvocable: false, userInvocable: true }` | excluded | included |
 | `{ modelInvocable: false, userInvocable: false }` | excluded | excluded |
 
+### Shared model-facing rendering
+
+`renderSkillContent(skill)` renders one loaded skill as the canonical `<skill_content>` block (escaped `name` attribute, resource hints, verbatim body). It is the single truth for both loading paths: `dsh-tool-skill` returns it as the `skill` tool result, and the host's user-explicit `skill.invoke` injects it as a user message, so the model sees one shape regardless of who initiated the load. `escapeText` is exported beside it for consumers embedding prose in the same markup frame. The package also declares the `skill-invocation` `MessageSource` kind ({ name, args? }) that user-explicit injection stamps on its messages — transcript consumers present the invocation from this metadata instead of re-parsing the body.
+
 `isModelInvocable(skill)` and `isUserInvocable(skill)` read the matching positive field directly. `ctx.skills.get()` remains the trusted, policy-neutral loading primitive, so every user- or model-facing consumer must enforce the predicate that matches its surface before exposing or loading a skill.
 
 ## Provider Contract

packages/skill/skill/README.zh.md

@@ -37,6 +37,10 @@
 | `{ modelInvocable: false, userInvocable: true }` | 排除 | 包含 |
 | `{ modelInvocable: false, userInvocable: false }` | 排除 | 排除 |
 
+### 共享的面向模型渲染
+
+`renderSkillContent(skill)` 把一个已加载 skill 渲染为规范的 `<skill_content>` 块（转义后的 `name` 属性、资源提示、原样正文）。它是两条加载路径的唯一真源：`dsh-tool-skill` 将其作为 `skill` 工具结果返回，宿主的用户显式 `skill.invoke` 将其作为用户消息注入，因此无论加载由谁发起，模型看到的都是同一种形态。`escapeText` 随之一并导出，供要在同一标记框架中嵌入文案的消费方使用。该包还声明 `skill-invocation` 这个 `MessageSource` kind（{ name, args? }），用户显式注入会把它打在自己的消息上——transcript（文本记录）消费方依据这份元数据呈现该次调用，而不是重新解析正文。
+
 `isModelInvocable(skill)` 和 `isUserInvocable(skill)` 分别直接读取对应的正向字段。`ctx.skills.get()` 仍是受信且与策略无关的加载原语，因此每个面向用户或模型的消费方都必须先执行与自身接口匹配的判定，再暴露或加载 skill。
 
 ## 提供方契约

packages/skill/tool-skill/README.i18n.yaml

@@ -2,5 +2,5 @@
 # side as of the last confirmed-consistent state. Both languages carry equal authority;
 # after editing either side, bring the other along and re-record with:
 #   pnpm run verify-translation-pairing --write packages/skill/tool-skill/README.md
-README.md: 8e0bff5d1c4853092d412b8f7f9528d4b00d9626
-README.zh.md: c6b815bef59eb1f14be0892078694f129366d004
+README.md: 5c6e592c670f324eb660dbe1fec168fd77e5b368
+README.zh.md: 202a621b1d4047c7d763de3b98c1a69c8c1ee1f7

packages/skill/tool-skill/README.md

@@ -36,7 +36,7 @@ Tool execution does not add a synthetic context message. Its freshly loaded resu
 
 #### What the model sees
 
-If model-invocable skills exist and this exact `skill` tool is visible, the agent receives the catalog template below as a durable user-role message before the first request, with one data-dependent entry per sorted skill. Later membership, description, or visibility changes append a complete replacement using the same `<available_skills>` envelope; deleting every skill appends an empty envelope with an explicit instruction not to use older names.
+If model-invocable skills exist and this exact `skill` tool is visible, the agent receives the catalog template below as a durable user-role message before the first request, with one data-dependent entry per sorted skill. Later membership, description, or visibility changes append a complete replacement using the same `<available_skills>` envelope; deleting every skill appends an empty envelope with an explicit instruction not to use older names. The template's closing sentence is the seam rule against double-loading: the host's user-explicit `skill.invoke` injects the same `renderSkillContent` output (shared from `@deepseek-ai/dsh-skill`) inline, and the catalog tells the model to follow that block instead of re-loading the skill through the tool; the replacement-catalog template carries the same sentence.
 
 ##### Skill catalog template
 
@@ -49,6 +49,7 @@ A skill is a reusable set of task-specific instructions. The following skills ar
 </available_skills>
 
 If the user names a skill, or the task clearly matches a skill's description, call the `skill` tool with the exact skill name before taking task actions. Load all applicable skills, then follow their full instructions. This catalog contains summaries only; do not infer or follow a skill's instructions until it has been loaded.
+A user may also invoke a skill directly; its <skill_content> block then appears in this conversation. Follow it, and do not call the `skill` tool again for that skill.
 </system-reminder>
 ```
 

packages/skill/tool-skill/README.zh.md

@@ -36,7 +36,7 @@
 
 #### 模型看到的内容
 
-如果存在模型可调用 skill，且可见的正是这个 `skill` 工具，agent 会在第一个请求之前收到下方目录模板，其中包含每个已排序 skill 的一条随数据而定的条目。该目录是一条持久的用户角色消息。后续成员关系、描述或可见性的变化会使用同一个 `<available_skills>` 信封追加完整替换；删除所有 skill 时，会追加一个空信封，并明确指示不得使用旧名称。
+如果存在模型可调用 skill，且可见的正是这个 `skill` 工具，agent 会在第一个请求之前收到下方目录模板，其中包含每个已排序 skill 的一条随数据而定的条目。该目录是一条持久的用户角色消息。后续成员关系、描述或可见性的变化会使用同一个 `<available_skills>` 信封追加完整替换；删除所有 skill 时，会追加一个空信封，并明确指示不得使用旧名称。模板的结尾一句是防止双重加载的 seam 规则：宿主的用户显式 `skill.invoke` 会把同一份 `renderSkillContent` 输出（共享自 `@deepseek-ai/dsh-skill`）内联注入，目录则告诉模型遵循该块，而不是再经工具重新加载该 skill；替换目录模板携带同一句话。
 
 ##### Skill 目录模板
 
@@ -49,6 +49,7 @@ A skill is a reusable set of task-specific instructions. The following skills ar
 </available_skills>
 
 If the user names a skill, or the task clearly matches a skill's description, call the `skill` tool with the exact skill name before taking task actions. Load all applicable skills, then follow their full instructions. This catalog contains summaries only; do not infer or follow a skill's instructions until it has been loaded.
+A user may also invoke a skill directly; its <skill_content> block then appears in this conversation. Follow it, and do not call the `skill` tool again for that skill.
 </system-reminder>
 ```