reflect SKILL.md skillA
reflect 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/reflect@git:20261106.12fd292Pins git:20261106.12fd292 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/reflect/SKILL.md- Versions recorded
- 5
- Latest version
- git:20261106.12fd292, committed Nov 6, 2026
- First version recorded
- Oct 26, 2026
- Size
- 5,748 bytes
- Repository stars
- 4
- License
- MIT
Remember, find, classify, correct or forget explicitly authorized local engineering memory; reflect on current-task evidence and propose bounded improvements to existing skill owners.
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
# Reflect 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 the current conversation and its artifacts. Do not scan unrelated chat histories or private workspace transcripts. ## Method 1. **Reconstruct the lesson:** the failed assumption, the observation that disproved it and the correction that worked. Ask whether the evidence supports a reusable rule or only one local circumstance. Keep one-off preferences local to the task. 2. **Classify the cause:** an inapplicable owner, missed trigger/routing, buried method, missing body, or execution failure to follow a clear method. Fix placement/trigger only when observed task/catalog evidence supports it, and do not duplicate an existing guard. Consider lucky success and consequential unexercised paths with concrete evidence, not imagined defects. For repeated-error audits, cluster actual selected corrections, reverts and reviews by cause before generalizing. …
Read the whole file at its exact version.
How to install
mdr add kinqsradio/orbyn-fullstack-skills/reflect@sha256:08e98ff217a89638The line at the top of this page pins the label git:20261106.12fd292, 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_g75qld2u5vd2dgs4)
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Versions
The registry has recorded 5 versions of this file, between Oct 26, 2026 and Nov 6, 2026, about one every 3 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261106.12fd292 latest | 2026-11-06 | 12fd292 | 5,748 B | A | view · diff |
| git:20261102.ba04c34 | 2026-11-02 | ba04c34 | 5,489 B | A | view · diff |
| git:20261101.8be107b | 2026-11-01 | 8be107b | 5,231 B | A | view · diff |
| git:20261028.933dd9d | 2026-10-28 | 933dd9d | 4,703 B | A | view · diff |
| git:20261026.65a61b5 | 2026-10-26 | 65a61b5 | 3,542 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 (5748 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_g75qld2u5vd2dgs4 GET https://markdownregistry.com/api/v1/resolve?ref=kinqsradio/orbyn-fullstack-skills/reflect GET https://markdownregistry.com/api/v1/blob/08e98ff217a89638f508f4672bc7b7671cf12400b5d13bac7dd6622f0c7838c4
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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