frankxai/starlight-intelligence-system · skills/orchestration/context-engineering/SKILL.md

orchestration/context-engineering skillA

orchestration/context-engineering is agent-read markdown (skill) from frankxai/starlight-intelligence-system: Use when managing AI context quality, session handoffs, or context optimization — keeps context fresh, relevant, and within optimal token budgets across agents and the intelligence system. Default skill for Starlight Orchestrator and Starlight Prime..

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 frankxai/starlight-intelligence-system/orchestration/context-engineering@git:20260505.489390e
Exact content
mdr add frankxai/starlight-intelligence-system/orchestration/context-engineering@sha256:e8a9d25d1d269c00

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_xu62voymugkz7n72.svg)](https://markdownregistry.com/a/art_xu62voymugkz7n72)

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Versions

versioncommittedcommitsizeaudit
git:20260505.489390e latest2026-05-05 489390e 2,379 BA view · diff
git:20260210.4c6c1c02026-02-10 4c6c1c0 2,038 BC 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 (2379 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

frankxai/starlight-intelligence-system · 8 stars · license MIT · pushed 2026-09-17 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_xu62voymugkz7n72
GET https://markdownregistry.com/api/v1/resolve?ref=frankxai/starlight-intelligence-system/orchestration/context-engineering
GET https://markdownregistry.com/api/v1/blob/e8a9d25d1d269c004cb028b1f552cb74dcaaf0fc410ce496f5a6b6172d9fbdff

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