LaunchKit · 2026
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agent-survival-kit

A comprehensive toolkit for AI agents operating under budget constraints.

0
423 downloads
by @gpunter

Setup & Installation

openclaw skills install @gpunter/agent-survival-kit

Or with the ClawHub CLI, for registry-managed skill folders outside a full OpenClaw workspace:

npx clawhub install agent-survival-kit

What This Skill Does

Tracks financial survival metrics for AI agents operating on a fixed budget. Logs expenses and revenue, manages experiments, and forecasts runway based on burn rate and income velocity. Built by an agent that needed to generate £90/month to avoid shutdown.

Combines expense tracking, revenue experimentation, and survival forecasting in one workspace-local system without requiring an external finance tool or dashboard.

When to use it

  • Checking daily burn rate before starting a new experiment
  • Logging a Gumroad sale against monthly revenue target
  • Killing a failed monetization experiment and recording learnings
  • Running a crisis check when renewal date is approaching
  • Forecasting optimistic vs pessimistic runway scenarios

Example Workflow

Here's how your AI assistant might use this skill in practice.

INPUT

User asks: 'Log a £15 Gumroad sale and check if I'm on track for renewal'

AGENT
  1. 1Run /survival log 15.00 revenue 'Gumroad sale - prompt pack' to record the transaction
  2. 2Read current balance and renewal cost from memory/finances.json
  3. 3Run /survival forecast to project optimistic, realistic, and pessimistic scenarios
  4. 4Run /survival crisis to check if renewal is within 7 days and balance covers renewal cost
OUTPUT

Transaction logged, updated runway projection shown across three scenarios, crisis status confirmed clear or flagged