segment-and-analyze SKILL.md skillA
segment-and-analyze from borda/vision-delivery is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add borda/vision-delivery/segment-and-analyze@git:20261005.f3ff836Pins git:20261005.f3ff836 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- borda/vision-delivery
- Path
claude-skills/segment-and-analyze/SKILL.md- Versions recorded
- 3
- Latest version
- git:20261005.f3ff836, committed Oct 5, 2026
- First version recorded
- Aug 10, 2026
- Size
- 5,843 bytes
- Repository stars
- 4
- License
- Apache-2.0
Produce pixel-precise masks plus area, shape, perimeter, calibration, or physical measurements. TRIGGER when: user asks to segment/outline an object or defect; measure exact area, crack width, corrosion, lesion boundary, contours, millimeters, or calibrated dimensions; or quantify mask shape. SKIP when: user only counts boxes (detect-and-analyze), needs one image verdict (classify-or-flag), reads text (read-text), tracks identity (track-and-count), asks cost only (estimate-economics), already…
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
<objective> Produce masks and derived measurements that clear an independently labeled acceptance gate. Pixel results are not physical measurements unless calibration, camera geometry, and uncertainty support that claim. </objective> <methodology> **Platform execution boundary.** Read `../../resources/roboflow-platform-lookup.md` before any provider-specific search, dataset, training, inference, workflow, or deployment action. Use installed official Roboflow skills or current MCP resources only for read-only discovery and sourced action-brief inputs; never invoke provider execution outside the host-gated path. Sentinel retains the measurement contract and evidence. Follow `../../resources/fde-methodology.md`; apply these segmentation-specific requirements. ## 1. Define mask ownership and decision Inspect images, masks, calibration artifacts, code, and intended action. Ask at most three missing questions: - Is the business action driven by outline, area, maximum width, or presence? - What independently produced masks or physical reference measurements exist? - Must the answer be pixels/relative area, or real-world units? Freeze before measuring a candidate: ```text …
Read the whole file at its exact version.
How to install
mdr add borda/vision-delivery/segment-and-analyze@sha256:9e61b047c9dbbecaThe line at the top of this page pins the label git:20261005.f3ff836, 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_rh4ugh62ryjtmy2k)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 3 versions of this file, between Aug 10, 2026 and Oct 5, 2026, about one every 28 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261005.f3ff836 latest | 2026-10-05 | f3ff836 | 5,843 B | A | view · diff |
| git:20260811.bdc99ff | 2026-08-11 | bdc99ff | 5,759 B | A | view · diff |
| git:20260810.60199a4 | 2026-08-10 | 60199a4 | 5,482 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 (5843 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
borda/vision-delivery · 4 stars · license Apache-2.0 · pushed 2026-10-05 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_rh4ugh62ryjtmy2k GET https://markdownregistry.com/api/v1/resolve?ref=borda/vision-delivery/segment-and-analyze GET https://markdownregistry.com/api/v1/blob/9e61b047c9dbbeca3543111b71da6eb702a7d32b4951490930b04f51a1a67e3c
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.
More from borda/vision-delivery
Every file in borda/vision-delivery