auto-context SKILL.md skillA
auto-context from chainlesschain/chainlesschain is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add chainlesschain/chainlesschain/auto-context@v1.0.0Pins v1.0.0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- chainlesschain/chainlesschain
- Path
desktop-app-vue/src/main/ai-engine/cowork/skills/builtin/auto-context/SKILL.md- Versions recorded
- 4
- Latest version
- v1.0.0, committed Aug 28, 2026
- First version recorded
- Jun 3, 2026
- Size
- 2,855 bytes
- Repository stars
- 11
- License
- a license file GitHub does not identify
智能上下文检测 - 自动识别AI所需的文件、函数和上下文，优化token使用.
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
# Auto Context 技能 ## 描述 智能检测 AI 需要的文件、函数和上下文。通过意图关键词提取、文件相关度评分和 Token 预算管理，自动为 AI 提供最相关的代码上下文。灵感来自 Cursor 的 Auto-context 和 Cline 的上下文管理。 ## 使用方法 ``` /auto-context [选项] ``` ## 模式 ### 检测模式 (--detect) 自动检测相关文件和上下文 ### 预算模式 (--budget) 设置 Token 预算上限 ### 文件模式 (--files) 列出相关文件及评分
Read the whole file at its exact version.
How to install
mdr add chainlesschain/chainlesschain/auto-context@sha256:6929556520788091The line at the top of this page pins the label v1.0.0, 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_ftxhu4qes3jg6bcz)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 4 versions of this file, between Jun 3, 2026 and Aug 28, 2026, about one every 29 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v1.0.0 latest | 2026-08-28 | 44248c7 | 2,855 B | A | view · diff |
| v1.0.0 | 2026-08-28 | 177ec1b | 2,838 B | A | view · diff |
| v1.0.0 | 2026-08-28 | c29953e | 2,824 B | A | view · diff |
| v1.0.0 | 2026-06-03 | 3b0b2dc | 2,715 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 (2855 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
chainlesschain/chainlesschain · 11 stars · license a license file GitHub does not identify · pushed 2026-11-02 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_ftxhu4qes3jg6bcz GET https://markdownregistry.com/api/v1/resolve?ref=chainlesschain/chainlesschain/auto-context GET https://markdownregistry.com/api/v1/blob/6929556520788091eba58e616bff583a6ef95f6e0ee614e2cebe4db5d7ce6fa4
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.