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deliver-cv-project SKILL.md skillA

deliver-cv-project from borda/vision-delivery is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned

mdr add borda/vision-delivery/deliver-cv-project@git:20261005.f3ff836

Pins 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/deliver-cv-project/SKILL.md
Versions recorded: 3
Latest version: git:20261005.f3ff836, committed Oct 5, 2026
First version recorded: Aug 10, 2026
Size: 10,173 bytes
Repository stars: 4
License: Apache-2.0

Turn an independently evaluated CV model or pipeline into a verified delivery handoff without copying volatile platform recipes. TRIGGER when: user has a working model, Workflow, OCR pipeline, or tracker and asks to export it, run locally, integrate an app/camera/RTSP source, deploy, productionize, monitor drift, add active learning, or make a runnable package. SKIP when: user asks to build a detector/model from sample images, the capability is unsolved, or measured acceptance is absent…

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>

Deliver a previously evaluated CV capability as a replayable artifact and an explicit engineering handoff. The exit criterion is not “deployment requested.” It is a completed delivery contract whose artifact kind, acceptance evidence, commands, dependencies, data boundary, rollback, and remaining external checks are truthful and tested.

</objective>

\<entry_gate>

Read existing code, model metadata, `.vision-delivery/eval-*.md`, ledger rows, generated artifacts, and sample outputs before asking questions.

Require:

1. a model/pipeline identity and output schema;
2. a machine-readable acceptance artifact frozen before the candidate result, with its `acceptance_id`, project-relative path, and SHA-256 digest;
3. independent acceptance evidence for the selected version;
4. the intended consumer and runtime environment.
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint

mdr add borda/vision-delivery/deliver-cv-project@sha256:a4ffdca10de3c9aa

The 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.

Badge

[![mdr](https://markdownregistry.com/badge/art_4id5v77ltzpuvvv7.svg)](https://markdownregistry.com/a/art_4id5v77ltzpuvvv7)

1 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	10,173 B	A	view · diff
git:20260811.bdc99ff	2026-08-11	bdc99ff	10,145 B	A	view · diff
git:20260810.60199a4	2026-08-10	60199a4	8,152 B	A	view

Audit of the latest version

A 17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.

pass: Frontmatter block present
pass: Frontmatter declares a name
pass: Frontmatter declares a description
pass: Size between 200 bytes and 200 KB (10173 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

GitHub

borda/vision-delivery · 4 stars · license Apache-2.0 · pushed 2026-10-05 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_4id5v77ltzpuvvv7
GET https://markdownregistry.com/api/v1/resolve?ref=borda/vision-delivery/deliver-cv-project
GET https://markdownregistry.com/api/v1/blob/a4ffdca10de3c9aa4717b3e4b0c964eadd81a084b4130d2591f3c4424ff1d09a

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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