compare-model-sweep SKILL.md skillA
compare-model-sweep from understudylabs/orchestra-agent-tools is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add understudylabs/orchestra-agent-tools/compare-model-sweep@git:20261027.533318ePins git:20261027.533318e in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- understudylabs/orchestra-agent-tools
- Path
skills/compare-model-sweep/SKILL.md- Versions recorded
- 5
- Latest version
- git:20261027.533318e, committed Oct 27, 2026
- First version recorded
- Jul 22, 2026
- Size
- 13,782 bytes
- Repository stars
- 19
- License
- MIT
Use when a developer wants to compare candidate models — any mix of local, gateway, or frontier — on the same eval and see quality, latency, cost, and reliability side by side. "Which model should I use", "sweep these models on my benchmark", "compare Gemma vs the frontier on my eval". To stand up and serve a local candidate first, use run-local-model-lab.
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
# Compare Model Sweep Use this worker when the question is not "can one model pass this eval?" but "which candidate sits on the useful frontier for this workload?" The skill runs one frozen harness across a candidate matrix, records each run, and emits a decision-ready Pareto report an agent can use for route decisions. Prefer this after [`../understand-workload/SKILL.md`](../understand-workload/SKILL.md), [`../optimize-agentic-workload/SKILL.md`](../optimize-agentic-workload/SKILL.md), or [`../run-local-model-lab/SKILL.md`](../run-local-model-lab/SKILL.md) has already identified a resettable eval and a first local candidate. ## Safety Gates Launching a named bounded sweep authorizes its declared provider calls, uploads, benchmark rows, evaluation, receipts, and cleanup. Ask again only if the sweep expands its displayed data, destination, spend, retention, download, or production-impact envelope. Never place private traces or customer data in a public sweep report. Recommend a candidate matrix sized to resolve the objective, including a strong anchor when it could change the decision. Present expected spend and wall-clock before the run and follow …
Read the whole file at its exact version.
How to install
mdr add understudylabs/orchestra-agent-tools/compare-model-sweep@sha256:3b12eefd071e7942The line at the top of this page pins the label git:20261027.533318e, 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_qugewmhms74hchws)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 5 versions of this file, between Jul 22, 2026 and Oct 27, 2026, about one every 24 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261027.533318e latest | 2026-10-27 | 533318e | 13,782 B | A | view · diff |
| git:20261027.3c367b0 | 2026-10-27 | 3c367b0 | 13,785 B | A | view · diff |
| git:20261019.c3e8da1 | 2026-10-19 | c3e8da1 | 13,787 B | A | view · diff |
| git:20260724.e36d6fe | 2026-07-24 | e36d6fe | 12,809 B | A | view · diff |
| git:20260722.7efedb0 | 2026-07-22 | 7efedb0 | 11,505 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 (13782 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
understudylabs/orchestra-agent-tools · 19 stars · license MIT · pushed 2026-11-05 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_qugewmhms74hchws GET https://markdownregistry.com/api/v1/resolve?ref=understudylabs/orchestra-agent-tools/compare-model-sweep GET https://markdownregistry.com/api/v1/blob/3b12eefd071e7942a10d63ebc85f493a35befcfb456df8f54a51cf8a2e73b1bb
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.