ramp-and-verify SKILL.md skillA
ramp-and-verify 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/ramp-and-verify@git:20261027.3c367b0Pins git:20261027.3c367b0 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/ramp-and-verify/SKILL.md- Versions recorded
- 5
- Latest version
- git:20261027.3c367b0, committed Oct 27, 2026
- First version recorded
- Jul 15, 2026
- Size
- 9,227 bytes
- Repository stars
- 19
- License
- MIT
Use for "review this rollout", "compare this workload before and after", "make a task-level rollout view", "ramp this route", or "roll this back". Reads captured traffic into a private reproducible comparison, or applies approved staged traffic changes after a route decision. Historical review is read-only; traffic changes require approval.
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
# Ramp and Verify ## Choose the workflow first For **existing traffic** — select a workload, download its captures, compare before/after, or build a task-level view — follow [`references/review-rollout.md`](references/review-rollout.md) and stop there. This is a read-only workflow. It does not require an eval verdict, probes, replays, inference, or permission to change traffic. The production approval metadata and the pre-ramp gates below apply to traffic changes only. For a requested **traffic change**, continue with the ramp procedure below. Every successful journey through this library ends the same way: a candidate won on a frozen eval and a route decision says ship it. This worker owns the **last mile** — taking that candidate from 0% to 100% of live traffic on the gateway dial without trusting a single lab number, and producing the measured before/after that makes any savings statement honest. It starts where [`../compare-model-sweep/SKILL.md`](../compare-model-sweep/SKILL.md) and [`../use-understudy-gateway/SKILL.md`](../use-understudy-gateway/SKILL.md) stop. ## Resolve CLI Prefer the installed `orchestra` binary. If it is unavailable inside a repo …
Read the whole file at its exact version.
How to install
mdr add understudylabs/orchestra-agent-tools/ramp-and-verify@sha256:470576914de1001aThe line at the top of this page pins the label git:20261027.3c367b0, 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_op5u5mbjz6pdjomz)
1 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 5 versions of this file, between Jul 15, 2026 and Oct 27, 2026, about one every 26 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261027.3c367b0 latest | 2026-10-27 | 3c367b0 | 9,227 B | A | view · diff |
| git:20260925.fd4ae63 | 2026-09-25 | fd4ae63 | 9,230 B | A | view · diff |
| git:20260722.bd10c1f | 2026-07-22 | bd10c1f | 8,768 B | A | view · diff |
| git:20260719.1185398 | 2026-07-19 | 1185398 | 8,341 B | A | view · diff |
| git:20260715.7731d13 | 2026-07-15 | 7731d13 | 7,939 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 (9227 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_op5u5mbjz6pdjomz GET https://markdownregistry.com/api/v1/resolve?ref=understudylabs/orchestra-agent-tools/ramp-and-verify GET https://markdownregistry.com/api/v1/blob/470576914de1001ad7044e0916162886f71af1113339eba9c83740a7698cb129
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.