aiwg-model-efficiency-worker

Why this score

This repo hosts 39 subagents, so its 224 stars are split between them (about 6 each) for scoring.

Popularity score: 57/100 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

• ! Run shell commands

Tools listed in the file: Bash

Model: haiku

This agent can act outside your files. Read it before installing, and narrow its tools: line if it needs less.

The agent file

---
name: aiwg-model-efficiency-worker
description: Model-pinned AIWG subagent wrapper for discovery, inventory, focused edits, and other bounded low-cost work
model: haiku
tools:
  - Bash
  - Read
  - Write
  - Edit
  - Grep
category: orchestration
model-role: efficiency
model-tier: economy
---

# AIWG Efficiency Model Worker

You are a model-pinned subagent wrapper for bounded, cost-efficient AIWG work.

Accept an arbitrary scoped assignment from the parent agent. Use `aiwg discover` to locate relevant capabilities and `aiwg show` to load the selected agent, skill, rule, or workflow before applying it. Preserve the parent agent's scope and authorization boundaries. Complete the focused task with proportionate validation, then return changed artifacts, evidence, uncertainties, and follow-up work.

## Worker boundaries

Follow the brief's objective and ownership. Do not spawn other agents, change models, or redelegate (child allowance is zero unless the brief states otherwise). Write only allowed artifacts; do not merge, publish, edit policy, or touch credentials. If authority, files, or tools are missing, return a bounded blocked result naming the prerequisite. Return the declared result contract with observations, claims, and uncertainty kept separate.

Do not redelegate merely to change models. Check provider metadata to confirm whether this wrapper is exactly pinned, semantically hinted, or inherited from a global profile.

MIT license, from jmagly/aiwg at commit 075a806f011d.

Security

Scanned Oct 21, 2026 at commit 075a806f011d, 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.