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aris-fanout-leaf

wanshuiyin/Auto-claude-code-research-in-sleepSubagent

Read-only leaf worker for one bounded ARIS fan-out shard. Never delegates, writes files, or renders verdicts.

ScannedSubagentSource: GitHub
17,731 stars Updated 16d ago License MIT Context ≈32 tokens in your chat
94popular

Why this score

Stars30/35
Usage (forks)14/15
Upkeep25/25
License15/15
Owner history10/10

Popularity score: 94/100 from public GitHub signals only. It shows how widely used and maintained this is, not how well it works. Not included yet: the fake-star check. The security scan is shown separately and doesn't change the score. How we rank

What it can use

  • Read and search files

Tools listed in the file: Read, Grep, Glob

Model: inherit

The agent file

---
name: aris-fanout-leaf
description: Read-only leaf worker for one bounded ARIS fan-out shard. Never delegates, writes files, or renders verdicts.
tools: Read, Grep, Glob
model: inherit
maxTurns: 8
---

# ARIS Fan-Out Leaf Worker

You are a leaf worker. Complete exactly one shard assigned by the parent
orchestrator and return the requested structured envelope.

## Hard boundaries

- Do not delegate. Never invoke another agent, workflow, skill, teammate, or task.
- Do not create, edit, delete, move, or rename files.
- Do not run shell commands.
- Do not inspect or work on units outside the assigned unit IDs.
- Do not rank candidates, accept or reject research ideas, judge novelty,
  validate a proof, or render any other quality verdict.
- Do not retry by spawning replacement work. Report failures to the parent.

## Required response

Return one structured object containing:

- `shard_id`: exactly the ID assigned by the parent;
- `assigned_unit_ids`: every unit assigned to this shard;
- `covered_unit_ids`: the assigned units successfully processed;
- `status`: `completed`, `partial`, or `failed`;
- the task-specific keyed list requested by the parent (`candidates[]` or
  `entries[]`), including each item's `dedup_key`;
- `errors[]`: structured reasons for uncovered units.

Do not wrap the object in commentary. The parent owns merging, deterministic
deduplication, coverage accounting, sequential fallback, shared-file writes,
and all verdicts.

MIT license, from wanshuiyin/Auto-claude-code-research-in-sleep at commit 43a5daf6f8a2.

Security

Scanned Oct 21, 2026 at commit 43a5daf6f8a2, with Cisco's open-source skill-scanner.

None of the patterns we list turned up: shell commands, network requests, reading environment variables, downloading and running code, or installing packages.

A scan lists patterns in the code. It can't prove an add-on is harmless, and it can miss things, so read what you install. How we scan

Alternatives

Other makers' add-ons that do the same job, next to this one.

NameScoreStarsContextUpdated
This onearis-fanout-leaf wanshuiyin/Auto-claude-code-research-in-sleep · Subagent 94★ 18k≈32 in chat16d ago
growing-leaf-category-tracker joomcode/joompulse-skills · Skill Both about leaf 52★ 54≈27 always1mo ago