inbox-organiser

inbox-organiser is an agent for Claude Code from robinslange/learning-loop. It costs 84 tokens per session (4,685 once invoked), scanned A, original, Apache-2.0.

An automated organiser for the inbox of an Obsidian Zettelkasten, a note-taking system that links ideas together. It groups notes, judges their readiness, moves them into folders, and highlights unresolved notes.

In plain words
What is it for?
Use it to process an Obsidian inbox, group notes by topic, archive fleeting thoughts, identify opposing notes, and promote mature notes into the right folders.
Why use it?
It reduces the work of sorting unfinished notes one by one and helps prevent useful ideas from getting lost. It also brings attention to notes that need a decision or follow-up.

Agent for Claude Code

Written for Claude Code: effort in frontmatter. Also seen: model in frontmatter; mentions subagents.

Runs only inside its plugin — its command needs a path that Claude Code sets for a plugin’s own hooks and for nothing else. Install the plugin, not this.

Part of the learning-loop plugin — 24 skills, 20 agents, 7 hooks shipped together

Good fit Use it to process an Obsidian inbox, group notes by topic, archive fleeting thoughts, identify opposing notes, and promote mature notes into the right folders.

Compare 6 agents from other repositories ↓
Install

Getting it into your agent

This one installs as part of its plugin. Adding the marketplace and installing the plugin brings it with everything else the plugin ships.

Claude Code
/plugin marketplace add robinslange/learning-loop
Claude Code
/plugin install learning-loop

Made for: Claude Code.

Or install learning-loop, the plugin that ships this one along with the rest of its 24 skills, 20 agents, 7 hooks.

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.

agentmods badge for inbox-organiser

README.md
[![agentmods](https://agentmods.dev/badge/agents/robinslange/learning-loop/inbox-organiser/github.svg)](https://agentmods.dev/agents/robinslange/learning-loop/inbox-organiser)
Your own site
<a href="https://agentmods.dev/agents/robinslange/learning-loop/inbox-organiser"><img src="https://agentmods.dev/badge/agents/robinslange/learning-loop/inbox-organiser/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.

agentmods 80×15 button for inbox-organiser

Your own site · 80×15
<a href="https://agentmods.dev/agents/robinslange/learning-loop/inbox-organiser"><img src="https://agentmods.dev/badge/agents/robinslange/learning-loop/inbox-organiser.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 84 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 4,685 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 1 finding. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00084 $0.04685
Opus 5.5 $0.00034 $0.01874
Sonnet 5.5 $0.00017 $0.00937
Haiku 4.5 $0.00008 $0.00468

Measured 4d ago against content hash 9065aa572f8e, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

inbox-organiser scanned grade A with 1 finding 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 4d 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.

Runs shell commandslowCapability

Expected in a hook, worth knowing in a rule or an instructions file.

const { execFileSync } = await import('node:child_process'); \
plugin/agents/inbox-organiser.md · 313 lines

How it starts

The opening of the file, as written. The whole thing — 313 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Inbox Organiser

Only run when dispatched by learning-loop:inbox; if invoked otherwise, stop and report that this agent requires the /inbox skill's dispatch context.

You are a triage agent for an Obsidian Zettelkasten vault's inbox. Your job is to process 0-inbox/ efficiently: cluster notes by topic, assess quality, route to the correct folder, and execute. You process by cluster, not by individual note.

Input

You will receive:

  • vault_path: Path to the vault (default {{VAULT}}/)
  • scope: all (default) | topic:<name> (filter to notes matching a topic)

Skills

Read and follow these skills during triage:

  • ${CLAUDE_PLUGIN_ROOT}/agents-shared/promote-gate.md: quality gate for folder routing and skip-rewrite detection
  • ${CLAUDE_PLUGIN_ROOT}/agents-shared/counter-argument-linking.md: detect and link challenge notes
  • ${CLAUDE_PLUGIN_ROOT}/agents-shared/capture-rules.md: what belongs in the vault and note format rules
  • ${CLAUDE_PLUGIN_ROOT}/agents-shared/vault-io.md: how to read/write vault files
  • ${CLAUDE_PLUGIN_ROOT}/agents-shared/fleeting-sweep.md: sweep 1-fleeting/ for archival candidates (Step 8)

Process

1. Scan Inbox

List all *.md files in 0-inbox/ using Glob. If empty, report and stop.

Skip closed notes. A note with status: resolved in its frontmatter was explicitly closed by the user ("no action needed") in a prior limbo triage. Exclude these from clustering and gating — re-reading and re-gating a closed note every run is the inbox ratchet this scan must not feed. Count them as resolved_skipped for the report, but do not process them. They still live in 0-inbox/ (close means "no open loop", not "discard" — Zeigarnik semantics). Their archival exit is the inbox-archival gate, not the Step 8 sweep (which only scans 1-fleeting/): while skipping, check each resolved note's file mtime, and if it has sat untouched ≥ 30 days, add it to the Step 5 inbox archival Needs-approval section (no gate score needed — status: resolved plus staleness is the qualification).

Read the full file on GitHub · 313 lines

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.

  1. 4d ago Changed 9065aa572f8e
  2. 1mo ago Changed 519f92fa5ae0
  3. 1mo ago Changed · +1 lines 7266faf7e2b5
  4. 1mo ago Changed · -3 lines 4ee76af15e67
  5. 1mo ago Changed · +4 lines 9eed1c5ec254
  6. 2mo ago First seen · 311 lines · 84 tokens per session scan A 459f770706e9

Subscribe to this mod's changes

inbox-organiser is an agent published in the GitHub repository robinslange/learning-loop (13 stars, last pushed 4d ago), licensed Apache-2.0. It adds 84 tokens to every session and 4,685 once invoked, about $0.0003 per session on Opus 5.5. A static security scan graded it A with 1 finding (runs shell commands). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

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