learning-loop SKILL.md skillA
learning-loop from robium-ai/robium is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add robium-ai/robium/learning-loop@git:20260923.fae51c1Pins git:20260923.fae51c1 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- robium-ai/robium
- Path
skills/learning-loop/SKILL.md- Versions recorded
- 6
- Latest version
- git:20260923.fae51c1, committed Sep 23, 2026
- First version recorded
- Aug 28, 2026
- Size
- 4,366 bytes
- Repository stars
- 107
- License
- MIT
Run Robium's learning cycle when asked or when its session-start reminder is approved: consolidate captured signals, absorb ready guidance, refine skills, and inspect learning status.
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
# Learning loop Capture is a lead, not knowledge. Promote it only when the evidence can improve a future decision without injecting old conversations into new work. ## Capture without recall - Hooks silently queue corrections and failures under the project-local `.robium/` directory. - `learnings/observations/<skill>.md` is disposable local working state and is gitignored. Capture is a `tentative` entry there — status and signal are the only required fields. - Hooks are host-dependent. If no queue or transcript exists, an explicit request to learn from the current task may still create a tentative finding; do not invent missing evidence. - SessionStart may emit one count-only reminder per local day, but only for a correction, explicit remember/guardrail, or repeated error signature. It never injects excerpts or prior conversation content. - Ask whether to run the learning cycle in a background subagent and continue the user's current task. Start it only after approval. The subagent reviews the queued evidence, makes any authorized skill edits, validates them, and reports back without blocking the main session. …
Read the whole file at its exact version.
How to install
mdr add robium-ai/robium/learning-loop@sha256:a186c5bd33d95268The line at the top of this page pins the label git:20260923.fae51c1, 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_3agqbcmqa5y2r2ho)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 6 versions of this file, between Aug 28, 2026 and Sep 23, 2026, about one every 5 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260923.fae51c1 latest | 2026-09-23 | fae51c1 | 4,366 B | A | view · diff |
| git:20260922.d17aa3e | 2026-09-22 | d17aa3e | 3,275 B | A | view · diff |
| git:20260907.863840e | 2026-09-07 | 863840e | 3,061 B | A | view · diff |
| v1.2.0 | 2026-08-28 | 371219b | 11,293 B | A | view · diff |
| v1.1.0 | 2026-08-28 | a7a0334 | 11,151 B | A | view · diff |
| v1.0.1 | 2026-08-28 | 32770d5 | 10,676 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 (4366 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
robium-ai/robium · 107 stars · license MIT · pushed 2026-10-07 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_3agqbcmqa5y2r2ho GET https://markdownregistry.com/api/v1/resolve?ref=robium-ai/robium/learning-loop GET https://markdownregistry.com/api/v1/blob/a186c5bd33d9526879bd731b083bf6e066682a3968e671393cbdc8d5748926f5
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.
More from robium-ai/robium
Every file in robium-ai/robium