estimate-economics SKILL.md skillA
estimate-economics 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/estimate-economics@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/estimate-economics/SKILL.md- Versions recorded
- 4
- Latest version
- git:20261005.f3ff836, committed Oct 5, 2026
- First version recorded
- Aug 10, 2026
- Size
- 6,654 bytes
- Repository stars
- 4
- License
- Apache-2.0
Estimate CV annotation, training, deployment, and operations economics. TRIGGER when: user invokes `$estimate-economics`, asks labeling/training cost, managed vs self-hosted, build-vs-buy, scale economics, deployment crossover, or selects managed-at-scale after a passing proof. SKIP when: user asks to build/test a detector/classifier/OCR/tracker/pose/mask, count objects, finish the PoC, or keep improving because the eval has not passed yet (solve-cv-task); asks only a 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> Give a sourced, editable economic view of the CV decision: one-time effort, monthly run-rate, scaling cliffs, uncertainty, and a managed-vs-DIY recommendation only when comparable inputs exist. This is a decision aid, not a provider sales argument. </objective> <methodology> **Platform execution boundary.** Read `../../resources/roboflow-platform-lookup.md` before any provider-specific plan, credit, quote, deployment, or runtime lookup. Delegate exact current pricing and product capabilities to the installed official Roboflow skill or current MCP resource. Sentinel owns normalization, provenance, sensitivity, and the recommendation. ## 1. Establish decision readiness Read the frozen acceptance artifact, its SHA-256 digest, measured evidence, workload, existing hardware/staff, data volume, and deployment constraints. A measured proof is the preferred basis. If it is absent and the user still wants a rough estimate, label every model/runtime figure as an assumption, retain `proof.status: unbound`, and do not imply technical feasibility or emit `go`. Collect only missing inputs: - cameras/streams, FPS per stream, hours/month, region, and retention; …
Read the whole file at its exact version.
How to install
mdr add borda/vision-delivery/estimate-economics@sha256:858d0af3f6de0a2fThe 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_232zrluo2cb3la5x)
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 | 6,654 B | A | view · diff |
| git:20260811.bdc99ff | 2026-08-11 | bdc99ff | 5,870 B | A | view · diff |
| git:20260810.95d3fb7 | 2026-08-10 | 95d3fb7 | 5,461 B | A | view · diff |
| git:20260810.60199a4 | 2026-08-10 | 60199a4 | 5,460 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 (6654 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_232zrluo2cb3la5x GET https://markdownregistry.com/api/v1/resolve?ref=borda/vision-delivery/estimate-economics GET https://markdownregistry.com/api/v1/blob/858d0af3f6de0a2fc52c6b9501bd45940822a8d5fd7b8c2072caeda9270e564c
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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