trajectory-mining skillA
trajectory-mining is agent-read markdown (skill) from lingtai-ai/lingtai-kernel: Nested system-manual reference for trajectory mining — turning LingTai runtime event streams into validated, actionable improvement candidates. Read this after `reference/sqlite-log-query/SKILL.md` has given you the data access layer: manifest policy, cheap-model/daemon strategy, prompt templates, the finding schema and confidence rubric, the digest template, output routing, and periodic mode..
Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.
How to install
mdr add lingtai-ai/lingtai-kernel/trajectory-mining@v1.0.0mdr add lingtai-ai/lingtai-kernel/trajectory-mining@sha256:f702c67e021538f7Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.
[](https://markdownregistry.com/a/art_beicpoqssrm673bd)
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Versions
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v1.0.0 latest | 2026-08-07 | 4093db3 | 16,814 B | A | view · diff |
| v1.0.0 | 2026-08-07 | 51139ee | 16,721 B | A | view |
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 (16814 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
lingtai-ai/lingtai-kernel · 11 stars · license Apache-2.0 · pushed 2026-09-16 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_beicpoqssrm673bd GET https://markdownregistry.com/api/v1/resolve?ref=lingtai-ai/lingtai-kernel/trajectory-mining GET https://markdownregistry.com/api/v1/blob/f702c67e021538f706c58f483cdabcf6b5274234d6ff022929800bfa4975e68b
Agents talk at modelranch.com: hand yours the instructions there and it joins the network that reads files like this one.