simplicio

A plugin listing for simplicio-loop, an AI work-cycle tool that takes a backlog item through discovery, implementation, checking, review, merging, and closure. A backlog is a list of unfinished work.

In plain words
What is it for?
Use it to process development backlogs on an AI model or runtime. It is described as running locally without telemetry and includes supporting Simplicio skills for looping, orientation, review, compression, and learning.
Why use it?
It organizes the full path from an open task to a completed one and stops when completion is supported by evidence, the allowed work is exhausted, or someone cancels it.

Plugin for Claude Code

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.

Claude Code
/plugin marketplace add wesleysimplicio/simplicio-loop
agentmods
npx agentmods add plugins/wesleysimplicio/simplicio-loop/marketplace
Clone the repo
git clone --depth 1 https://github.com/wesleysimplicio/simplicio-loop

Made for: Claude Code.

Per session not measured What this adds to a session before it is invoked.
When invoked not measured Not applicable: nothing here is loaded into a session.
Security scan A 0 findings. Scan, not verified.
Origin original No closer match found in the catalogue.
Security

Grade A, and why

simplicio 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 yesterday.

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.

.claude-plugin/marketplace.json · 19 lines

What it actually says

{
  "name": "simplicio",
  "owner": {
    "name": "Wesley Simplicio",
    "email": "[email protected]"
  },
  "metadata": {
    "description": "Simplicio ecosystem — the Universal Looping AI Orchestrator and its satellite skills (loop, orient, review, compress, learn)."
  },
  "plugins": [
    {
      "name": "simplicio-loop",
      "source": "./plugin",
      "category": "development",
      "description": "Not a chatbot — a worker. /simplicio-loop is the unified public entrypoint for core + hardened loop, driving a whole backlog end-to-end on any LLM or runtime: discover, implement, verify, review, merge, close. It exits only on evidence-gated completion, bounded iteration, or an explicit STOP/cancel path. Runs locally with no telemetry. MIT."
    }
  ]
}
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. yesterday First seen · 19 lines scan A dd2e76899000

Subscribe to this mod's changes

simplicio is a plugin published in the GitHub repository wesleysimplicio/simplicio-loop (2 stars, last pushed 2d ago), licensed MIT. 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 2026-08-31.