volcengine/openviking · examples/compile/ov-compile-skills/knowledge-distillation/SKILL.md

knowledge-distillation skillA

knowledge-distillation is agent-read markdown (skill) from volcengine/openviking: Compile one or more OpenViking knowledge bases or document collections into topic-organized, evidence-grounded high-level knowledge, including cross-source findings, trends, changes, drivers, comparisons, implications, and uncertainties. Use with ov compile when the user asks to distill or synthesize a knowledge base, compare multiple collections, or derive higher-order insights such as changes across financial reports; do not use for document-by-document summaries..

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

Latest version
mdr add volcengine/openviking/knowledge-distillation@git:20260909.7eed9ad
Exact content
mdr add volcengine/openviking/knowledge-distillation@sha256:78bb818f7bc9d44c

Pin 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.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_q6tbgczafawujaav.svg)](https://markdownregistry.com/a/art_q6tbgczafawujaav)

0 badge views in 30 days

Versions

versioncommittedcommitsizeaudit
git:20260909.7eed9ad latest2026-09-09 7eed9ad 11,093 BA view · diff
git:20260820.1efb0dc2026-08-20 1efb0dc 11,083 BA 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 (11093 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

volcengine/openviking · 36,270 stars · license AGPL-3.0 · pushed 2026-09-09 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_q6tbgczafawujaav
GET https://markdownregistry.com/api/v1/resolve?ref=volcengine/openviking/knowledge-distillation
GET https://markdownregistry.com/api/v1/blob/78bb818f7bc9d44c0d74a4beed3fa48145dfabf458acc3a8fa66a02b0da92633