summarize-manual SKILL.md skillA
summarize-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/summarize-manual@git:20261017.5c5d646Pins git:20261017.5c5d646 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/reference/summarize-manual/SKILL.md- Versions recorded
- 8
- Latest version
- git:20261017.5c5d646, committed Oct 17, 2026
- First version recorded
- Aug 23, 2026
- Size
- 5,702 bytes
- Repository stars
- 11
- License
- Apache-2.0
Operational guide for recording tool-result summaries, applying them with a full rebuild, recovering raw evidence, and choosing summarize versus molt.
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
# Summarize Manual
Use this reference after you have inspected a bulky tool result and know what a future turn must retain, or when current Context guidance asks you to compact consumed results. It is the focused procedure; resident `meta_guidance` remains the source for current pressure timing.
## Choose the operation
- `context(action="summarize")` is **record-only**. It replaces selected prior tool-result blocks in runtime history with your agent-authored summaries, marks them pending, and preserves the raw event for recovery. The active provider continuation may still carry the raw block.
- `context(action="rebuild")` is the one active application path, but a rare exception rather than routine compaction: full replay is costly, can disturb prompt-prefix cache reuse, and retains bulky history. It first re-reads and recomposes **all** canonical prompt sources, then records/applies supplied and pending summaries, then requests provider replay with the new prompt and history. Bare `input={}` is valid, including with no pending summaries.
…Read the whole file at its exact version.
How to install
mdr add lingtai-ai/lingtai-kernel/summarize-manual@sha256:7bfb30f1929d0743The line at the top of this page pins the label git:20261017.5c5d646, 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_r3auame3psv3ozq4)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 8 versions of this file, between Aug 23, 2026 and Oct 17, 2026, about one every 8 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261017.5c5d646 latest | 2026-10-17 | 5c5d646 | 5,702 B | A | view · diff |
| git:20261017.90160ce | 2026-10-17 | 90160ce | 5,666 B | A | view · diff |
| git:20261012.8a52349 | 2026-10-12 | 8a52349 | 5,520 B | A | view · diff |
| git:20261002.e38649c | 2026-10-02 | e38649c | 5,319 B | A | view · diff |
| git:20260930.884cbac | 2026-09-30 | 884cbac | 5,266 B | A | view · diff |
| git:20260909.115c1a7 | 2026-09-09 | 115c1a7 | 4,924 B | A | view · diff |
| git:20260905.628458c | 2026-09-05 | 628458c | 18,956 B | A | view · diff |
| git:20260823.d2924b2 | 2026-08-23 | d2924b2 | 17,478 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 (5702 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_r3auame3psv3ozq4 GET https://markdownregistry.com/api/v1/resolve?ref=lingtai-ai/lingtai-kernel/summarize-manual GET https://markdownregistry.com/api/v1/blob/7bfb30f1929d0743f44c5620c22d69adbc086e64fa94f00a113f1b31f477c5c2
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.