rea-analysis-optimization SKILL.md skillA
rea-analysis-optimization 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/rea-analysis-optimization@git:20261105.7e37d15Pins git:20261105.7e37d15 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/rea-analysis-optimization/SKILL.md- Versions recorded
- 5
- Latest version
- git:20261105.7e37d15, committed Nov 5, 2026
- First version recorded
- Oct 22, 2026
- Size
- 4,323 bytes
- Repository stars
- 4
- License
- MIT
Optimize a measured REA analysis bottleneck while preserving evidence and resource ownership; scoped to REA.
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
# Optimize a completed REA investigation Use this to reduce REA analysis cost, not ordinary application performance or test-suite speed. Route suite costs to [REA CI audit](../rea-ci-tests-audit/SKILL.md). Read the consuming checkout's instructions and current implementation; use [how](../how/SKILL.md) to trace unfamiliar source. Measure only when the change targets performance or a regression is suspected. Routine cleanup needs correctness checks, not this workflow or synthetic benchmarks. This local procedure needs no upstream webpage. It does not authorize target execution, tests or edits outside the task. ## Define the task and oracle State the analyst question and the facts needed to finish it. Pin source revision, artifact digest, provider/tool versions, architecture/options, detail and allowed workload. When measurement is authorized, include a representative large input and a small/empty case. Preserve an unchanged baseline in an isolated checkout. Choose a correctness oracle independent of the proposed optimization: known fixture facts, independently mapped bytes or a verified producer interpretation. …
Read the whole file at its exact version.
How to install
mdr add kinqsradio/orbyn-fullstack-skills/rea-analysis-optimization@sha256:73c8128ab0cab8f6The line at the top of this page pins the label git:20261105.7e37d15, 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_up6krhbw4lsca3fj)
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Versions
The registry has recorded 5 versions of this file, between Oct 22, 2026 and Nov 5, 2026, about one every 4 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261105.7e37d15 latest | 2026-11-05 | 7e37d15 | 4,323 B | A | view · diff |
| git:20261101.8be107b | 2026-11-01 | 8be107b | 4,158 B | A | view · diff |
| git:20261026.4f2c4ac | 2026-10-26 | 4f2c4ac | 4,065 B | A | view · diff |
| git:20261024.5684ee5 | 2026-10-24 | 5684ee5 | 3,648 B | A | view · diff |
| git:20261022.860e2dc | 2026-10-22 | 860e2dc | 1,667 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 (4323 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_up6krhbw4lsca3fj GET https://markdownregistry.com/api/v1/resolve?ref=kinqsradio/orbyn-fullstack-skills/rea-analysis-optimization GET https://markdownregistry.com/api/v1/blob/73c8128ab0cab8f621225375b06c1ea5be3a76680d0e2b8d11211e21f21b9dea
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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