model-orchestration SKILL.md skillA
This file is byte-identical to the first copy the registry indexed. Same content hash, so the same checks give both the same grade.
model-orchestration from uzysjung/uzys-agent-harness is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add uzysjung/uzys-agent-harness/model-orchestration@git:20261011.510aa0bPins git:20261011.510aa0b in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- uzysjung/uzys-agent-harness
- Path
templates/skills/model-orchestration/SKILL.md- Versions recorded
- 6
- Latest version
- git:20261011.510aa0b, committed Oct 11, 2026
- First version recorded
- Aug 30, 2026
- Size
- 10,200 bytes
- Repository stars
- 3
- License
- MIT
Select models, reasoning effort, and delegation boundaries for a task. Use when choosing direct execution versus subagents, allocating parallel work or independent review, or reducing multi-agent token and context overhead. Favor context reuse and add model calls or workers when their expected contribution justifies the cost.
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
# Model Orchestration Apply intelligence where it most improves a verified, usable outcome. Optimize whole-task cost and delay, including context duplication, coordination, verification, and likely rework, while preserving required quality and authority. These are allocation principles, not a mandatory multi-agent workflow. Explicit project requirements remain binding. ## 1. Keep ownership with useful context The current session normally holds the user's intent and relevant project context. It chooses the execution structure and owns integration and final acceptance. It may plan, draft, implement, run checks, and refine directly, or delegate where another model is better suited. Roles describe responsibilities, not model names or a requirement for separate workers. Keep tightly coupled work together when a handoff would mostly make another agent reconstruct the same understanding. Completing the task in one capable context is a valid orchestration choice, not a failure to delegate. Treat model capability, reasoning effort, and context count as separate choices. Where supported, changing model or effort within an existing context may be more …
Read the whole file at its exact version.
How to install
mdr add uzysjung/uzys-agent-harness/model-orchestration@sha256:78cb2ac0f153afc4The line at the top of this page pins the label git:20261011.510aa0b, 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_onpkehuc4zdofs2x)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 6 versions of this file, between Aug 30, 2026 and Oct 11, 2026, about one every 9 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261011.510aa0b latest | 2026-10-11 | 510aa0b | 10,200 B | A | view · diff |
| git:20260927.af21ea9 | 2026-09-27 | af21ea9 | 9,858 B | A | view · diff |
| git:20260920.639753f | 2026-09-20 | 639753f | 7,106 B | A | view · diff |
| git:20260913.d34c425 | 2026-09-13 | d34c425 | 19,764 B | A | view · diff |
| git:20260913.70cacbc | 2026-09-13 | 70cacbc | 21,116 B | A | view · diff |
| git:20260830.6d617e9 | 2026-08-30 | 6d617e9 | 20,531 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 (10200 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
uzysjung/uzys-agent-harness · 3 stars · license MIT · pushed 2026-10-20 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_onpkehuc4zdofs2x GET https://markdownregistry.com/api/v1/resolve?ref=uzysjung/uzys-agent-harness/model-orchestration GET https://markdownregistry.com/api/v1/blob/78cb2ac0f153afc4deb3ccc88b40abc7bab1f2b9ab8138d2fd3998082f380178
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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