orbyn-research SKILL.md skillA
orbyn-research from kinqsradio/orbyn-fullstack-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add kinqsradio/orbyn-fullstack-skills/orbyn-research@git:20261106.ede0d8bPins git:20261106.ede0d8b in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- kinqsradio/orbyn-fullstack-skills
- Path
skills/orbyn-research/SKILL.md- Versions recorded
- 6
- Latest version
- git:20261106.ede0d8b, committed Nov 6, 2026
- First version recorded
- Oct 24, 2026
- Size
- 4,091 bytes
- Repository stars
- 4
- License
- MIT
Resolve a specific product-evidence, architectural, dependency, platform or design uncertainty using local evidence and authoritative external sources before choosing an implementation.
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
# Research for an Orbyn decision Read [stack boundaries](../orbyn-workflow/references/project-policy.md#stack-and-ownership) before starting. ## Method 1. **Name the decision,** the unknown and the evidence that would change the choice. Aim to settle that one decision rather than write a general technology survey. 2. **Start locally.** Trace local code with `how` first; installed manifests and current source outrank generic tutorials about this project. For a language implementation question, consult the relevant [local guide](../language-best-practices/SKILL.md) first, then verify only the unresolved target-version behavior. 3. **Go to primary sources** for external facts: official documentation, source repositories, standards or original research. Verify version and provider applicability. Use focused searches and stop when the decision is supported, leaving the rest of the domain and unrelated background alone. …
Read the whole file at its exact version.
How to install
mdr add kinqsradio/orbyn-fullstack-skills/orbyn-research@sha256:0e7374b579e12d60The line at the top of this page pins the label git:20261106.ede0d8b, 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_zcz3qsdr2ham6cur)
1 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 6 versions of this file, between Oct 24, 2026 and Nov 6, 2026, about one every 3 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261106.ede0d8b latest | 2026-11-06 | ede0d8b | 4,091 B | A | view · diff |
| git:20261101.8be107b | 2026-11-01 | 8be107b | 3,901 B | A | view · diff |
| git:20261027.6df6ea6 | 2026-10-27 | 6df6ea6 | 3,844 B | A | view · diff |
| git:20261026.b67f9d5 | 2026-10-26 | b67f9d5 | 3,471 B | A | view · diff |
| git:20261025.251cd2e | 2026-10-25 | 251cd2e | 3,062 B | A | view · diff |
| git:20261024.7876158 | 2026-10-24 | 7876158 | 3,022 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 (4091 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
kinqsradio/orbyn-fullstack-skills · 4 stars · license MIT · pushed 2026-11-08 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_zcz3qsdr2ham6cur GET https://markdownregistry.com/api/v1/resolve?ref=kinqsradio/orbyn-fullstack-skills/orbyn-research GET https://markdownregistry.com/api/v1/blob/0e7374b579e12d605db854e99c3a3b8c092fa605db961edf38eb967431575595
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.