simplicio-loop
The Universal Looping AI Orchestrator — a runtime-agnostic super-plugin (7 skills) that
drains any queue of work end-to-end on any LLM / runtime:
discover → implement → verify → merge → close → watch 24/7, behind safety gates and evidence
checks, at up to 96% fewer tokens. Not a chatbot. A worker.
Install
pip install simplicio-loop
Then drop the skills + hooks into your project (or globally):
simplicio-loop install # into ./.claude of the current project
simplicio-loop install --global # into ~/.claude (all projects)
Now invoke it from your agent runtime (Claude Code, Cursor, Codex, Gemini, …):
/simplicio-loop finish all the open issues
What you get — 7 skills
| Skill | What it does |
|---|---|
simplicio-loop |
Unified public entrypoint: orchestrator core + hardened loop behind one command. |
simplicio-tasks |
Legacy alias kept only for compatibility with older installs and saved prompts. |
simplicio-orient |
Terminal-first token economy — output-reduction catalog, tee-cache, signatures-read. |
simplicio-review |
Adversarial review — parallel subagents on distinct rubrics, deduped into one verdict. |
simplicio-compress |
Output + memory compression, byte-preserving identifiers. |
simplicio-autoresearch |
Evolutionary mutate/eval/keep-revert optimizer — yool-guardrailed caps, git-isolated branch, anti-Goodhart gate-first eval. |
simplicio-learn |
Retrospective — durable, deduped lessons written back to memory. |
Highlights
- 12 runtimes, one protocol — Claude Code, Codex, VS Code/Copilot, Cursor, Antigravity, Kiro, OpenCode, Gemini, Aider, Simplicio Agent (formerly Hermes), OpenClaw, Orca.
- Evidence-gated completion — never a false "done"; exits only on a verified
<promise>, cap, spindle handoff, or STOP. - Token economy — honest "answer concisely" baseline; savings credited only on verified-correct outcomes.
Requires Python 3.11+. The Loop dependency closure includes simplicio-fast,
simplicio-mapper, and simplicio-cli; Python 3.11 is therefore the honest
minimum for an installed bundle. The package remains pure cross-platform Python.
MIT — part of the Simplicio ecosystem. Full docs: https://github.com/wesleysimplicio/simplicio-loop
1 maintainer
Metadata
1 maintainer
Release files for simplicio-loop 3.43.7
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| simplicio_loop-3.43.7.tar.gz | 2.2 MB | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| simplicio_loop-3.43.7-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 3.7 MB
Release files / simplicio_loop-3.43.7.tar.gz
| Download URL | simplicio_loop-3.43.7.tar.gz |
|---|---|
| Size | 2.2 MB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
d110522b716a578c82a14b0dc1eb95d2024731a6037f28b698f231fc50ffd9ec
|
|
BLAKE2b-256 checksum How to use checksums |
87611a3e89c7299e2da545709824c01a7805e4ad8324f8c81db9a2ccca573f67
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.2.0 CPython/3.14.6
|
Release files / simplicio_loop-3.43.7-py3-none-any.whl
| Download URL | simplicio_loop-3.43.7-py3-none-any.whl |
|---|---|
| Size | 1.5 MB |
| Tags | Python 3 |
|
SHA-256 checksum How to use checksums |
535489c8b184c2cc8501e24218c0da6f80606648ddef47fadbc55704003be132
|
|
BLAKE2b-256 checksum How to use checksums |
747e9d9fd2e272c0c99b0507a489c0ca88598ba4dc9c825a39f44d3d5cc73665
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.2.0 CPython/3.14.6
|
