PLUGIN FOR CLAUDE CODE & CODEX

Merged PRs, while you're doing something else.

An agent team picks the issue, builds the fix, scores its own PR, and iterates until a maintainer would merge it.

/plugin install superhuman@superhuman
★ Star on GitHub
superhuman — /contribute · run #12
unattended
ISSUE-SELECTOR
Issue picked
#23015 · ranked from 23
REPO-PROFILER
Conventions learned
from 120 merged PRs
PLANNER
Plan approved
scoped to one fix
BUILDER
Fix + tests green
allowlisted CI only
SCORER
62%
merge probability · weakest dimension → fixed
Merged #23015
The superhuman mascot — a tuxedo cat with glasses leaning back with its feet on the desk, coffee in paw, saying: it works on my machine
iterating
PROVEN

Merged into repos it doesn't own.

huggingface/transformers#45611 #45611 Clear error for single-label classification with num_labels=1 Python apache/airflow#65685 #65685 Honor AUTH_ROLE_PUBLIC in the FastAPI API server Python oxc-project/oxc#23015 #23015 Attribute-aware implicit roles in the jsx-a11y lint rule Rust ant-design/ant-design#58241 #58241 Apply labelStyle/contentStyle to bordered Descriptions cells TypeScript Lightning-AI/pytorch-lightning#21686 #21686 Fix torch.compile breaking toggle_optimizer Python tesseract-ocr/tesseract#4563 #4563 Fix crash when LSTM is missing in a disabled-legacy build C++

Plus merges into llama_index, mem0, langchain4j, lima, LibreChat, and mocha.

THE LOOP

Closed loop. Not open loop.

Open-loop tools generate once and hope. superhuman grades its own work before a maintainer ever sees it.

01
Score

A 10-dimension rubric grades the PR like a maintainer would.

02
Target

The single weakest dimension. Nothing else.

03
Fix

Routed to the matching language specialist.

04
Repeat

Until 95% merge probability — two runs in a row.

every outcome → merge_outcomes.jsonl → a sharper prior for the next repo

INSTALL

Two commands. Then walk away.

CLAUDE CODE
# prerequisite: superpowers
/plugin marketplace add https://github.com/obra/superpowers
/plugin install superpowers@superpowers
# superhuman
/plugin marketplace add https://github.com/gaurav0107/superhuman
/plugin install superhuman@superhuman
CODEX
# symlink the skill
git clone https://github.com/gaurav0107/superhuman ~/src/superhuman
ln -s ~/src/superhuman/skills/superhuman ~/.codex/skills/superhuman
# then: "use the superhuman skill to contribute"

Needs gh (authenticated), git, jq · Forks only, --force-with-lease · MIT licensed