What is learning-loop?

A plugin for a self-improving knowledge loop across Claude sessions, supporting retrieval, note capture, consolidation, and reuse of learning between projects. It is designed for Obsidian and other second-brain workflows.

Use it for managing and reusing knowledge across sessions, consolidating notes, and transferring relevant learning between projects.

It helps preserve useful knowledge beyond a single conversation or project. The available description does not provide more detail about how each operation works.

learning-loop — Plugin for Claude Code by robinslange

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Clone the repo

git clone --depth 1 https://github.com/robinslange/learning-loop

Made for: Claude Code.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

README.md

[![agentmods](https://agentmods.dev/badge/plugins/robinslange/learning-loop/plugin/github.svg)](https://agentmods.dev/plugins/robinslange/learning-loop/plugin)

Your own site

<a href="https://agentmods.dev/plugins/robinslange/learning-loop/plugin"><img src="https://agentmods.dev/badge/plugins/robinslange/learning-loop/plugin/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

Your own site · 80×15

<a href="https://agentmods.dev/plugins/robinslange/learning-loop/plugin"><img src="https://agentmods.dev/badge/plugins/robinslange/learning-loop/plugin.svg" alt="Reviewed on agentmods" width="80" height="20"></a>

Per session not measured What this adds to a session before it is invoked.

When invoked not measured The manifest loads nothing itself; its 24 skills, 20 agents, 7 hooks cost 2,243 tokens a session between them.

Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.

Origin original No closer match found in the catalogue.

Security

Grade A, and why

learning-loop scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 17d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

plugin/.claude-plugin/plugin.json · 13 lines

What it actually says

{
  "name": "learning-loop",
  "version": "2.4.0",
  "description": "Self-improving learning loop across Claude sessions: retrieval, capture, consolidation, and cross-project transfer",
  "author": {
    "name": "omit",
    "url": "https://omit.nz"
  },
  "repository": "https://github.com/robinslange/learning-loop",
  "license": "Apache-2.0",
  "keywords": ["learning", "knowledge-management", "zettelkasten", "obsidian", "second-brain"]
}

Contents

What it installs

The manifest is a name and a version. 24 skills, 20 agents, 7 hooks travel with it, and installing the plugin installs all of them — 2,243 tokens a session between them. Each is measured on its own page, and each can be installed alone.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

17d ago Changed 93214350fe75
1mo ago Changed 9b8645dc12d0
1mo ago Changed 4242052a28c9
1mo ago Changed 353831f821db
1mo ago Changed 517d74f8aafa
1mo ago Changed 7c6edc991103
1mo ago Changed 9a3863346a31
1mo ago Changed b962c12f7920
1mo ago Changed 6bae112653db
1mo ago First seen · 13 lines scan A 043e337f09cd

Subscribe to this mod's changes

learning-loop is a plugin published in the GitHub repository robinslange/learning-loop (13 stars, last pushed 4d ago), licensed Apache-2.0. Its token cost is not measured: this kind of file is read by the harness, not the model. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

Memory and context

learning-loop next to 6 plugins from other repositories
Mod	Type	Stars	Last push	Licence	Scan	Tokens	Works with
learning-looprobinslange/learning-loop	Plugin	13	4d ago	Apache-2.0	A	—	Claude Code
open-knowledge-vaultglebis/claude-skills	Plugin	409	yesterday	MIT	A	—	Claude Code
knowledge-and-memoryoaustegard/claude-skills	Plugin	158	4d ago	MIT	A	—	Claude Code
paimnott/PAI	Plugin	67	7d ago	MIT	A	—	Claude Code
tree-ring-memoryTerminallyLazy/Tree-Ring-Memory	Plugin	22	1mo ago	MIT	A	—	Claude Code
claude-mega-brainguhcostan/claude-mega-brain	Plugin	127	3mo ago	MIT	A	—	Claude Code
vault-templateballred/obsidian-claude-pkm	Plugin	1.9k	8mo ago	MIT	A	—	Claude Code