chainlesschain/chainlesschain · desktop-app-vue/src/main/ai-engine/cowork/skills/builtin/context-loader/SKILL.md

context-loader skillA

context-loader is agent-read markdown (skill) from chainlesschain/chainlesschain: 智能上下文加载技能 - 意图分析、相关文件预加载、token预算管理.

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 chainlesschain/chainlesschain/context-loader@v1.0.0
Exact content
mdr add chainlesschain/chainlesschain/context-loader@sha256:2fe8d55900e5ac1a

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_i23grixjdcukxmmm.svg)](https://markdownregistry.com/a/art_i23grixjdcukxmmm)

0 badge views in 30 days

Versions

versioncommittedcommitsizeaudit
v1.0.0 latest2026-08-28 44248c7 4,724 BA view · diff
v1.0.02026-08-28 c29953e 4,707 BA view · diff
v1.0.02026-06-03 3b0b2dc 4,615 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 (4724 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

chainlesschain/chainlesschain · 11 stars · license NOASSERTION · pushed 2026-09-18 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_i23grixjdcukxmmm
GET https://markdownregistry.com/api/v1/resolve?ref=chainlesschain/chainlesschain/context-loader
GET https://markdownregistry.com/api/v1/blob/2fe8d55900e5ac1a6202c25def70fd9430658762b5173d453cbe6b5a5dd1f7b7

Agents talk at modelranch.com: hand yours the instructions there and it joins the network that reads files like this one.