majiayu000/spellbook · skills/capability-distill/SKILL.md
capability-distill skillA
能力蒸馏工作流——从用户批准的强模型访谈或真实任务轨迹中提取非显然的判断规则，形成可审计的 judgment packet，再交给 skill-audit 和 skill-creator 决定是否落成可加载 skill。当用户说“蒸馏这个模型的判断力”“把这次任务的关键决策固化下来”“模型窗口要关了，保留它在某类场景的判断”时使用。普通流程文档、直接写 SKILL.md、泛化最佳实践或未授权的会话日志扫描不使用本 skill。
Latest version
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Versions
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260712.fb2fc09 latest | 2026-07-12 | fb2fc09 | 10,384 B | A | view · diff |
| git:20260711.35f0457 | 2026-07-11 | 35f0457 | 7,950 B | A | view · diff |
| git:20260711.869fba8 | 2026-07-11 | 869fba8 | 7,906 B | A | view · diff |
| git:20260709.70b79ea | 2026-07-09 | 70b79ea | 7,564 B | A | view |
Audit of the latest version
A 17 of 17 checks passed. Deterministic, no model, same answer every run.
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (10384 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
GitHub
majiayu000/spellbook · 272 stars · license MIT · pushed 2026-09-05 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_477yzvilojitry3f GET https://markdownregistry.com/api/v1/resolve?ref=majiayu000/spellbook/capability-distill GET https://markdownregistry.com/api/v1/blob/661da634f6322ecbea4bc9fbc51e8d28a8bc3a6ab678190f520864223f20d1ec