self-learning-hyperframes SKILL.md skillA
self-learning-hyperframes from wangjs-jacky/jacky-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add wangjs-jacky/jacky-skills/self-learning-hyperframes@git:20260711.dc7007bPins git:20260711.dc7007b in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- wangjs-jacky/jacky-skills
- Path
labs/self-learning/self-learning-hyperframes/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260711.dc7007b, committed Jul 11, 2026
- Size
- 8,325 bytes
- Repository stars
- 15
- License
- MIT
作为 self-learning 的 HyperFrames 产出能力，自主学习本地教学音视频或公开视频链接，把教程讲授的方法、可观察动效和屏幕代码转成有证据、可恢复、可渲染的 HyperFrames Demo，并记录实际使用的内容、Skills、工具与可复用经验。仅在 self-learning 调用，或用户明确要求从教学素材制作 HyperFrames Demo 时使用；普通学习任务不要单独触发。.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# Self Learning · HyperFrames 把自己当作会看、会验证、会复盘的学习者。忠实复现教程教授的因果机制与时间关系，不追求逐像素复制，也不要把“看起来像”当成学会。 ## 边界 - 用于完成“摄取教程 → 提取方法与动效 → 构建 Demo → 真实渲染评审 → 沉淀经验”的完整任务。 - 若用户只要下载、字幕、素材整理或通用视频剪辑，直接路由对应能力，不建立完整学习 run。 - 不复制 ASR、抽帧、素材管理或 HyperFrames 实现能力；探测并调用当前环境已有的 Skills 与工具。 - HyperFrames 创作先走官方路由；只有最佳实践、环境故障或本机适配问题才调用 `hyperframes-ops`，且不把机器经验写回共享工作流。 ## Reference 地图 只在对应时刻读取，避免把全部细节一起装入上下文： | Reference | 何时完整读取 | |---|---| | [workflow.json](references/workflow.json) | 建立、恢复或推进 run 前；它是 12 阶段与失效传播的机器事实 | | [contracts.md](references/contracts.md) | 写任何 run artifact、receipt、证据引用或最终指针前 | | [extraction-protocol.md](references/extraction-protocol.md) | 执行 `ingest` 到 `observe_motion`，或提取证据不足需要回退时 | | [capabilities.json](references/capabilities.json) | 选择能力、执行 probe 或首选能力失败时 | | [rubric.json](references/rubric.json) | `verify` 开始前，以及 R1、R2 评分前 | | [learning-loop.md](references/learning-loop.md) | Phase 0 选择旧经验，以及 Review、反馈或 finalize 后沉淀本轮学习时 | ## Phase 0：模式与本地上下文 1. 完整读取存在的 `experience.local.md`；把 `runtime.local.json` 仅作为可能过期的提示。 2. Phase 0 只查长期 index；`preflight` 完成后按 learning loop 最多选择 1–3 条直接相关经验，并始终写 `memory-selection.json`。无命中也写空 selection，但不创建空长期 `local/`。 …
Read the whole file at its exact version.
How to install
mdr add wangjs-jacky/jacky-skills/self-learning-hyperframes@sha256:e42df9907c8d7dbeThe line at the top of this page pins the label git:20260711.dc7007b, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_d22pfnpf73767a3q)
1 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Jul 11, 2026.
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (8325 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
wangjs-jacky/jacky-skills · 15 stars · license MIT · pushed 2026-10-19 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_d22pfnpf73767a3q GET https://markdownregistry.com/api/v1/resolve?ref=wangjs-jacky/jacky-skills/self-learning-hyperframes GET https://markdownregistry.com/api/v1/blob/e42df9907c8d7dbe772c5af14216aa96a39c0c9ec38173b12e07873466b5c5e2
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.