rem-reflect SKILL.md skillA
rem-reflect from sno-ai/sno-station-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add sno-ai/sno-station-skills/rem-reflect@git:20261018.e1db847Pins git:20261018.e1db847 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- sno-ai/sno-station-skills
- Path
skills/R-recursive-self-improvement/rem-reflect/skill/SKILL.md- Versions recorded
- 7
- Latest version
- git:20261018.e1db847, committed Oct 18, 2026
- First version recorded
- Oct 1, 2026
- Size
- 14,407 bytes
- Repository stars
- 481
- License
- Apache-2.0
Self Learning from this machine's Claude Code, Codex, Hermes, OpenClaw and Cursor sessions. Decide skill changes and lessons with accept/reject/tbd; recall lessons at session start.
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
# Self Learning > **Before you use it.** Sno Station sets the sharing level when it installs, by mode: `full` for `agent-native` and > `rem-enhanced`, `metadata-only` for `local-first`; it never overwrites a choice you already made. At `full`, this tool sends > the text of your Claude Code, Codex, Hermes, OpenClaw and Cursor sessions and every installed skill to Sno's cloud. It uses your > Claude and Codex login in place and copies only Cursor's login into its isolated home to label sessions. In `local-first` nothing is sent to Sno, but the > text of a few sessions a night still goes to each session's own agent account when this tool asks it for lessons; Hermes and OpenClaw use their own login without a credential copy. > "What a run reads, copies and uploads" below lists everything. > Turn uploading off at any time with `sno station consent off`. Self Learning (`rem-reflect`) reads this machine's Claude Code, Codex, Hermes, OpenClaw and Cursor sessions once a day. When the Sno Station settings select `agent-native` or `rem-enhanced`, each session's own CLI (on the host's default model) conservatively decides keep/drop and labels its outcome. Each completed run …
Read the whole file at its exact version.
How to install
mdr add sno-ai/sno-station-skills/rem-reflect@sha256:2da1f9e3b3573f31The line at the top of this page pins the label git:20261018.e1db847, 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_rwucves3ysmrc7q4)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 7 versions of this file, between Oct 1, 2026 and Oct 18, 2026, about one every 3 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261018.e1db847 latest | 2026-10-18 | e1db847 | 14,407 B | A | view · diff |
| git:20261014.08f0a27 | 2026-10-14 | 08f0a27 | 13,730 B | A | view · diff |
| git:20261013.fdbd8e1 | 2026-10-13 | fdbd8e1 | 12,071 B | A | view · diff |
| git:20261008.8a68d97 | 2026-10-08 | 8a68d97 | 10,425 B | A | view · diff |
| git:20261008.34c8b4e | 2026-10-08 | 34c8b4e | 10,439 B | A | view · diff |
| git:20261007.9784a78 | 2026-10-07 | 9784a78 | 10,471 B | A | view · diff |
| git:20261001.8e39faf | 2026-10-01 | 8e39faf | 8,829 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 (14407 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
sno-ai/sno-station-skills · 481 stars · license Apache-2.0 · pushed 2026-10-20 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_rwucves3ysmrc7q4 GET https://markdownregistry.com/api/v1/resolve?ref=sno-ai/sno-station-skills/rem-reflect GET https://markdownregistry.com/api/v1/blob/2da1f9e3b3573f31d8c550800d084e9d143566d32cf1dc11766f14dad6a543b0
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.