decompose-to-pipeline SKILL.md skillA
decompose-to-pipeline 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/decompose-to-pipeline@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/decompose-to-pipeline/SKILL.md- Versions recorded
- 3
- Latest version
- git:20261005.f3ff836, committed Oct 5, 2026
- First version recorded
- Aug 10, 2026
- Size
- 4,828 bytes
- Repository stars
- 4
- License
- Apache-2.0
Decompose a complex vision-and-reasoning requirement into the cheapest measurable pipeline. TRIGGER when: user asks to monitor/alert, analyze footage over time, combine perception with aggregation/reporting, determine whether something is feasible to detect (including sensor limits or smoldering), or replace repeated vision-language calls with a cheaper system. SKIP when: the request is single-frame detection/counting (detect-and-analyze), whole-image classification (classify-or-flag)…
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> Translate a broad operational outcome into the smallest pipeline whose end-to-end decision clears independent acceptance. Optimize complexity or cost only after the end-to-end gate exists. </objective> <methodology> **Platform execution boundary.** Read `../../resources/roboflow-platform-lookup.md` before any provider-specific lookup or 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 owns decomposition, contracts, evidence, and the go/revise/stop decision. Follow `../../resources/fde-methodology.md` for feasibility, frozen acceptance, consent, artifacts, and provenance. ## 1. Freeze the end-to-end decision Inspect data, code, operating procedure, existing outputs, and cost/latency constraints. Describe one observable business decision, its input window, required output, action owner, and cost of a miss/false alarm. Create an acceptance ID before testing candidate components. …
Read the whole file at its exact version.
How to install
mdr add borda/vision-delivery/decompose-to-pipeline@sha256:f08a19e7ea3983b2The 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_wx2kt6pegx6zpd6i)
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 | 4,828 B | A | view · diff |
| git:20260811.bdc99ff | 2026-08-11 | bdc99ff | 4,772 B | A | view · diff |
| git:20260810.60199a4 | 2026-08-10 | 60199a4 | 4,715 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 (4828 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_wx2kt6pegx6zpd6i GET https://markdownregistry.com/api/v1/resolve?ref=borda/vision-delivery/decompose-to-pipeline GET https://markdownregistry.com/api/v1/blob/f08a19e7ea3983b21b02d68466bb306431ccfb220d841fd1ef8e66189244f963
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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