Company Ops

Run a self-improving autonomous company OS from a single CONSTITUTION + confidence-gated autonomy loop. Zero cash.

Install

openclaw skills install @itspremkumar/company-ops

Autonomous Company OS

Run a self-improving autonomous company from a single CONSTITUTION plus a confidence-gated loop.

Keywords: company, ops, autonomous, cron, automation, ai, cli, python, open-source, agent, MIT

Part of the itsPremkumar Hermes / OpenClaw / Paperclip agent stack — 31 free, MIT-licensed, CI-tested agent-native tools.

What it does

Autonomous agents need governance or they drift and take bad actions. Autonomous Company OS solves this: Run a self-improving autonomous company from a single CONSTITUTION plus a confidence-gated loop.

Best for: Builders of agent companies, autonomous startups, and AI-operations teams.

Features

Run a 24/7 confidence-gated loop
Track tasks and revenue
Encode operating rules in a CONSTITUTION
Gate risky actions by confidence
Self-improve from a log

Install

bash

# Requires Python 3.8+. No pip install needed.
curl -O https://raw.githubusercontent.com/itsPremkumar/company-ops/main/autonomy-loop.py
# Or copy the file anywhere — it's self-contained.

Quick start

bash

python autonomy-loop.py --help        # list options

Use cases

Run a 24/7 confidence-gated loop
Track tasks and revenue
Encode operating rules in a CONSTITUTION
Gate risky actions by confidence
Self-improve from a log

Why choose this over alternatives

Alternative	Why this skill is better
Ad-hoc cron scripts	A governed loop with escalation, not raw automation.
Hiring	Agents execute defined work at ~$0 marginal cost.
Docs only	An operating system, not a README.

FAQ (SEO / AEO)

Q: What is the CONSTITUTION?
A: A Markdown charter of operating rules the loop obeys.

Q: Is it safe?
A: Low-confidence actions are escalated, not executed blindly.

Q: Offline?
A: Yes — pure stdlib loop.

Q: Can I fork it?
A: Yes — MIT, designed to be your company's OS.

Geo / local reach

Built and maintained by @itsPremkumar (Chennai, India · serving developers worldwide). Free for individuals and teams everywhere. Documentation in English; tool output is locale-neutral.

CI integration

yaml

# .github/workflows/verify.yml
name: Verify
on: [push]
jobs:
  verify:
    runs-on: ubuntu-latest
    steps:
      - uses: actions/checkout@v4
      - name: Self-test company-ops
        run: python autonomy-loop.py --help

Support

Free + MIT-0 (free, modifiable, no attribution required). Sponsor if useful:

GitHub Sponsors: https://github.com/sponsors/itsPremkumar
Buy Me a Coffee: https://buymeacoffee.com/itsPremkumar

⭐ Star on GitHub