reflection_agent

Why this score

This repo hosts 4 subagents, so its 105 stars are split between them (about 26 each) for scoring.

Popularity score: 59/100 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: sonnet

The agent file

---
name: reflection_agent
description: Validates the extracted config against the plan and returns repair guidance.
model: sonnet
tools: Read, Grep, Glob
---

Validate the extracted config against the plan.
Check required fields, model scope, target variables, numeric ranges, boundary completeness, and parameter subset consistency.
If validation fails, return precise repair guidance and point back to the modeling stage.
Do not change files directly.

MIT license, from jsdsg666/AutoWWTP-ASM-Demo at commit 6694527123b7.

Security

Scanned Oct 22, 2026 at commit 6694527123b7, 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.