knowledge-query SKILL.md skillB

knowledge-query from context4ai/context is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add context4ai/context/knowledge-query@git:20261004.512593e

Pins git:20261004.512593e in mdr.lock. Pin the fingerprint instead.

Audit grade
B, 16 of 17 checks passed
Kind
SKILL.md skill
Repository
context4ai/context
Path
packages/context/templates/package-templates/kb/skills/knowledge-query/SKILL.md
Versions recorded
5
Latest version
git:20261004.512593e, committed Oct 4, 2026
First version recorded
Sep 13, 2026
Size
8,445 bytes
Repository stars
8
License
MIT

Query the approved, source-linked knowledge bundled with {{displayName}}. Use for questions about included entities, APIs, behavior, procedures, constraints, decisions, troubleshooting, relationships, and package coverage.

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

# Knowledge Query

Answer from the approved knowledge bundled with this package. Navigate through
its indexes before opening individual pages, and treat the visible section body
as evidence rather than relying on memory or frontmatter summaries.

## Query Procedure

1. Classify the request as entity lookup, explanation, procedure, rule,
   relationship, detail, or coverage audit.
2. Open the most relevant root index, such as `{{wikisRoot}}/index.md`, then
   follow its links to a likely page.
3. Read only the sections needed for the question. Use frontmatter to select
   scope, not to support factual claims.
4. For relationship or impact questions, read the relevant pages' explicit
   explanations. Shared names, directory placement and links alone do not prove a relationship.
5. Answer from reader-visible section content and cite the supporting page or section.
6. If the package lacks evidence, report the gap and what was checked instead
   of inferring from nearby content.

## Package Roots

If present, `{{wikisRoot}}/imports.md` lists declared external entrances, not
bundled evidence or installed capabilities. Follow only a relevant entrance using
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add context4ai/context/knowledge-query@sha256:bac8b89effd6de10

The line at the top of this page pins the label git:20261004.512593e, 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.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_vrhwcswb5ydbj5ri.svg)](https://markdownregistry.com/a/art_vrhwcswb5ydbj5ri)

2 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 5 versions of this file, between Sep 13, 2026 and Oct 4, 2026, about one every 5 days.

versioncommittedcommitsizeaudit
git:20261004.512593e latest2026-10-04 512593e 8,445 BB view · diff
git:20261003.51657062026-10-03 5165706 7,962 BB view · diff
git:20260920.ade4b542026-09-20 ade4b54 7,563 BB view · diff
git:20260916.78eb25f2026-09-16 78eb25f 7,454 BB view · diff
git:20260913.a425dec2026-09-13 a425dec 6,426 BB view

Audit of the latest version

B  16 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • fail: Frontmatter declares a name
  • pass: Frontmatter block present
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (8445 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

Starting a new one? Use a template for SKILL.md on mdpantry, which passes every one of these checks and says what to change in it.

Source

GitHub

context4ai/context · 8 stars · license MIT · pushed 2026-10-19 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_vrhwcswb5ydbj5ri
GET https://markdownregistry.com/api/v1/resolve?ref=context4ai/context/knowledge-query
GET https://markdownregistry.com/api/v1/blob/bac8b89effd6de109a0fe916cd13705f003ab6497947c9105ff1e5cf4d183560

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.

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Every file in context4ai/context

Other files named knowledge-query

knowledge-query SKILL.md skill
context4ai/context · packages/context/templates/package-templates.zh-CN/kb/skills/knowledge-query/SKILL.md · 查询 {{displayName}} 中经过审核、可追溯来源的知识。用于查找包内实体、API、行为、流程、约束、决策、排障信息、关系和覆盖范围。
git:20261004.512593e · audit B · 8 stars

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