figure-it-out SKILL.md skillA
figure-it-out 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/figure-it-out@git:20261102.41fe595Pins git:20261102.41fe595 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/figure-it-out/SKILL.md- Versions recorded
- 5
- Latest version
- git:20261102.41fe595, committed Nov 2, 2026
- First version recorded
- Oct 22, 2026
- Size
- 3,127 bytes
- Repository stars
- 4
- License
- MIT
Execute an authorized large migration or cross-cutting change through to its measurable end state, tracking every unit. Use orbyn-plan when the deliverable is only a plan.
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
# Figure it out Follow the consuming project's instructions and requested scope; use the [portable defaults](../orbyn-workflow/references/project-policy.md) only where guidance is missing. Use [orbyn-plan](../orbyn-plan/SKILL.md) to establish or revise the execution plan and [stack ownership](../orbyn-workflow/references/project-policy.md#stack-and-ownership) to place changes. ## Method 1. **Define the end state.** Write a checkable end state, exclusions and the largest unresolved risk. 2. **Inventory the units from current source,** not an estimated file count, before planning. Mark each as pending, active, verified, deferred by the user or blocked by a named dependency. Keep one task record rather than separate competing plans. 3. **Sequence by dependency and risk.** Use coherent units that can be inspected without leaving ambiguous ownership, and take the riskiest complete path first. 4. **Set up each unit.** Record its entry revision, expected artifact, authorized check, and reversible recovery point. Follow the user's verification scope. Use existing tools before building automation; create a small reusable helper when repetition or reliable checking justifies it. …
Read the whole file at its exact version.
How to install
mdr add kinqsradio/orbyn-fullstack-skills/figure-it-out@sha256:b7f0d09fc934dd9bThe line at the top of this page pins the label git:20261102.41fe595, 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_7fhcetgmrvx7h62p)
1 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 5 versions of this file, between Oct 22, 2026 and Nov 2, 2026, about one every 3 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261102.41fe595 latest | 2026-11-02 | 41fe595 | 3,127 B | A | view · diff |
| git:20261101.8be107b | 2026-11-01 | 8be107b | 3,117 B | A | view · diff |
| git:20261025.251cd2e | 2026-10-25 | 251cd2e | 2,424 B | A | view · diff |
| git:20261024.7876158 | 2026-10-24 | 7876158 | 2,420 B | A | view · diff |
| git:20261022.860e2dc | 2026-10-22 | 860e2dc | 2,161 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 (3127 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_7fhcetgmrvx7h62p GET https://markdownregistry.com/api/v1/resolve?ref=kinqsradio/orbyn-fullstack-skills/figure-it-out GET https://markdownregistry.com/api/v1/blob/b7f0d09fc934dd9be40979ddd23cc4a49239dd784bd0628484d6529bde6e858b
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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