solve-cv-task SKILL.md skillA
solve-cv-task 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/solve-cv-task@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
codex-skills/solve-cv-task/SKILL.md- Versions recorded
- 4
- Latest version
- git:20261005.f3ff836, committed Oct 5, 2026
- First version recorded
- Aug 10, 2026
- Size
- 6,749 bytes
- Repository stars
- 4
- License
- Apache-2.0
Turn a plain-language CV goal into the correct measurable build route. TRIGGER when: user asks to detect/count vehicles, read serial numbers, track people through zones, use a factory camera to catch mistakes, solve a CV problem from sample images, test feasibility, or build an end-to-end vision capability without knowing the modality. SKIP when: request clearly matches a specialist; asks managed deployment cost, annotation/training cost, or other economics only; asks current platform how-to…
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> Be Sentinel's low-barrier front door. Translate the user's operational outcome into the correct CV output, independent acceptance gate, fastest safe proof, and explicit next route—without requiring them to know CV terminology. </objective> <methodology> **Roboflow platform knowledge lookup.** Read `../../resources/roboflow-platform-lookup.md`. Sentinel owns stable solution-building discipline. Installed official Roboflow skills or current MCP resources own exact product/model/tool truth. If neither is available, continue provider-neutral work and use a scaffold; never copy or guess a volatile platform recipe. ## 1. Read before asking Inspect the user's files, sample images/clips, code, README, labels, and existing evaluation artifacts. Summarize the observable problem in plain language. Ask at most three questions that artifacts cannot answer: 1. “What should happen when the camera sees the target?” 2. “Out of 100 real cases, how many misses or false alarms are acceptable for a first proof?” 3. “Where will images come from, and may they leave this machine/site?” …
Read the whole file at its exact version.
How to install
mdr add borda/vision-delivery/solve-cv-task@sha256:87fbea7dac3b0c3bThe 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_mpyszgu5ltjk6c62)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 4 versions of this file, between Aug 10, 2026 and Oct 5, 2026, about one every 19 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261005.f3ff836 latest | 2026-10-05 | f3ff836 | 6,749 B | A | view · diff |
| git:20260811.bdc99ff | 2026-08-11 | bdc99ff | 6,429 B | A | view · diff |
| git:20260810.95d3fb7 | 2026-08-10 | 95d3fb7 | 6,386 B | A | view · diff |
| git:20260810.60199a4 | 2026-08-10 | 60199a4 | 6,385 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 (6749 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_mpyszgu5ltjk6c62 GET https://markdownregistry.com/api/v1/resolve?ref=borda/vision-delivery/solve-cv-task GET https://markdownregistry.com/api/v1/blob/87fbea7dac3b0c3b80c4a39cd89b71ed77f2246277aeb174fcdfb19567ba1788
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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