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
One wheel: mapper and dev-cli are built in, so it also provides the two required operators,
simplicio-mapper and simplicio-dev-cli. Update later with simplicio-loop update.
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+. Mapper and dev-cli ship inside this wheel, so there are no separate
simplicio-mapper / simplicio-cli packages to install. 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 3.45.0
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-3.45.0.tar.gz | 5.5 MB | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| simplicio_loop-3.45.0-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 10.5 MB
Release files / simplicio_loop-3.45.0.tar.gz
| Download URL | simplicio_loop-3.45.0.tar.gz |
|---|---|
| Size | 5.5 MB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
a6f7f579045a3eba581bfa01b3a51cedd1618f1e7434c91effa87119bbd80c0e
|
|
BLAKE2b-256 checksum How to use checksums |
b349e9ee8d8ab47ee9fbaa649908801a071dd3a2d00e9bb57fdcce7e430d8fad
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/7.0.0 CPython/3.14.6
|
Release files / simplicio_loop-3.45.0-py3-none-any.whl
| Download URL | simplicio_loop-3.45.0-py3-none-any.whl |
|---|---|
| Size | 5.1 MB |
| Tags | Python 3 |
|
SHA-256 checksum How to use checksums |
de5f893499ddcc2a1a6e83602f59d6f742f11ee84d332ee657279b0eb02f0954
|
|
BLAKE2b-256 checksum How to use checksums |
cfc0218ce964b70b7fdf22f63ac6ef78ba70c1e9373ec783376cb34d3b8dfc88
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/7.0.0 CPython/3.14.6
|
