context-manual SKILL.md skillA
context-manual from lingtai-ai/lingtai-kernel is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add lingtai-ai/lingtai-kernel/context-manual@v2.4.0Pins v2.4.0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- lingtai-ai/lingtai-kernel
- Path
src/lingtai/tools/context/manual/SKILL.md- Versions recorded
- 18
- Latest version
- v2.4.0, committed Oct 21, 2026
- First version recorded
- Aug 25, 2026
- Size
- 7,943 bytes
- Repository stars
- 11
- License
- Apache-2.0
Use for an unfamiliar or consequential context operation, session journaling, handoff, or context-loss recovery; routine calls can follow the schema.
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
# Context Manual
Use the schema for routine calls; open this manual for unfamiliar workflows or recovery risk. Context has four operations:
- `summarize` records compact replacements for selected old tool results; it does not rebuild provider context.
- `rebuild` recomposes all canonical prompt sources, applies summaries, then requests provider replay. Bare `input={}` is valid; durable file edits do not hot-load. It is strongly discouraged as routine compaction, tool-result cleanup, or a ceremony after every Pad/Knowledge edit: full replay is costly, can disturb prompt-prefix cache reuse, and still retains the bulky history.
- `molt` sheds conversation while retaining durable files and stores. It is an irreversible boundary, not housekeeping, but it is the preferred deliberate response to substantial or noisy history or sustained pressure when a fresh briefing is worth its cost.
- `manual` returns the installed `context-manual` without changing context.
## Shortest useful path
…Read the whole file at its exact version.
How to install
mdr add lingtai-ai/lingtai-kernel/context-manual@sha256:60cfce44fd36d448The line at the top of this page pins the label v2.4.0, 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_dehfuaof7xdwydrb)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 18 versions of this file, between Aug 25, 2026 and Oct 21, 2026, about one every 3 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v2.4.0 latest | 2026-10-21 | e62ba74 | 7,943 B | A | view · diff |
| v2.4.0 | 2026-10-17 | 637d025 | 7,882 B | A | view · diff |
| v2.4.0 | 2026-10-17 | e3051bd | 7,473 B | A | view · diff |
| v2.4.0 | 2026-10-17 | 4082087 | 7,461 B | A | view · diff |
| v2.4.0 | 2026-10-16 | e2fed6d | 7,095 B | A | view · diff |
| v2.4.0 | 2026-10-12 | 8a52349 | 7,107 B | A | view · diff |
| v2.4.0 | 2026-10-12 | 989cd36 | 6,893 B | A | view · diff |
| v2.4.0 | 2026-10-12 | 0cd71bc | 6,878 B | A | view · diff |
| v2.3.0 | 2026-10-11 | 3122fbc | 6,104 B | A | view · diff |
| v2.3.0 | 2026-10-02 | cb3dd19 | 5,331 B | A | view · diff |
| v2.3.0 | 2026-09-30 | 884cbac | 4,909 B | A | view · diff |
| v2.2.0 | 2026-09-15 | 6a7c067 | 4,146 B | A | view · diff |
| v2.2.0 | 2026-09-09 | 115c1a7 | 4,052 B | A | view · diff |
| v2.1.2 | 2026-09-06 | 891e713 | 17,549 B | A | view · diff |
| v2.1.2 | 2026-09-05 | 628458c | 17,827 B | A | view · diff |
| v2.1.1 | 2026-08-30 | 588e427 | 17,535 B | A | view · diff |
| v2.1.0 | 2026-08-29 | d9f76c5 | 17,396 B | A | view · diff |
| v2.1.0 | 2026-08-25 | c7262c2 | 17,255 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 (7943 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 2026-10-21 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_dehfuaof7xdwydrb GET https://markdownregistry.com/api/v1/resolve?ref=lingtai-ai/lingtai-kernel/context-manual GET https://markdownregistry.com/api/v1/blob/60cfce44fd36d44851c90444dc89d8db545fbeffcb8ca4a46040d8837b25fcc7
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.