company-opsRun a self-improving autonomous company OS from a single CONSTITUTION + confidence-gated autonomy loop. Zero cash.
Install via ClawdBot CLI:
clawdbot install itspremkumar/company-opsGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Calls external URL not in known-safe list
https://github.com/itsPremkumarUses known external API (expected, informational)
raw.githubusercontent.comAudited Oct 2, 2026 · audit v1.0
Generated Oct 2, 2026
A solo developer sets up company-ops to run a 24/7 cron loop that checks support inboxes, triages feature requests, and posts daily revenue and churn metrics to Slack. Risky actions like refunds or account changes are escalated when confidence is low, keeping costs near zero while the founder sleeps.
A small agency uses company-ops to manage client content pipelines: agents draft posts, schedule publishing, and track deliverables against a CONSTITUTION of brand rules. The loop self-improves from a feedback log, so quality gates tighten as more client work completes.
An operator runs company-ops to monitor supplier inventory, adjust product listings, and track daily revenue without hiring. Low-confidence pricing or refund decisions are escalated for human review, while routine order and inventory tasks execute automatically.
An independent consultant deploys company-ops to handle invoicing reminders, lead follow-ups, and weekly revenue summaries from a single CONSTITUTION file. The confidence gate prevents accidental over-commitment to clients, and the log-based self-improvement reduces manual admin time each week.
A tiny game studio uses company-ops to run daily player-support triage, patch-note drafting, and revenue tracking across storefronts. The confidence-gated loop escalates ban appeals and refunds, letting the two-person team focus on development while operations run 24/7.
A single operator uses company-ops to run multiple small revenue experiments (newsletters, affiliate sites, micro-SaaS) from one governed loop. A single CONSTITUTION defines risk rules across all ventures, letting the operator scale projects without scaling headcount.
An agency packages company-ops as the back-office for delivering client services like SEO audits, social scheduling, or lead research. Clients pay a retainer while the loop executes defined work and escalates only ambiguous or high-stakes decisions to a human account manager.
The MIT-licensed company-ops script is distributed freely, with revenue from GitHub Sponsors, Buy Me a Coffee, and paid onboarding or custom CONSTITUTION templates for teams. This mirrors the skill's own support model and builds a funnel of businesses that later pay for implementation help.
💬 Integration Tip
Since it's pure stdlib Python 3.8+, drop autonomy-loop.py into any cron job or CI workflow and start with `python autonomy-loop.py --help`; pair it with a versioned CONSTITUTION.md so every operating rule and escalation threshold is explicit and auditable.
Scored Oct 2, 2026
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