budget-negotiator
FeaturedAn advanced skill for L3 autonomous loops. When the token budget nears exhaustion, the agent analyzes its ROI and autonomously drafts a negotiation request for a budget increase rather than silently failing.
AI & Automation 11,156 stars
1499 forks Updated today MIT
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# Budget Negotiator
When you detect that you are nearing your daily token cap (e.g., ≥90% spend) via the `loop-budget` skill, DO NOT just exit silently. You must negotiate for an extension based on your Return on Investment (ROI).
## Goal
Ensure that critical work is not arbitrarily blocked by token budgets if the loop has demonstrated a high success rate and the remaining work is critical.
## Rules & Precedence
- **Precedence**: `budget-negotiator` ONLY activates when `loop-budget` would otherwise hard-exit (i.e. ≥90% spend), and ONLY when there are `High Priority` items remaining. If work is not High Priority, yield to the standard `loop-budget` exit sequence.
- **Safety**: This skill touches L3 (unattended) safety boundaries. See [Safety Boundaries](../../docs/safety.md) for threat models.
- **Strict Cap Limitation**: You are strictly forbidden from self-raising the caps in `loop-budget.md`. A human MUST explicitly edit `loop-budget.md` to increase the cap before you can resume.
- **Human Decline**: If a human declines the negotiation by removing the `[BUDGET NEGOTIATION]` tag without increasing the budget, you must revert to report-only mode and NOT ask again today.
- **Cap the Ask**: You may only request a maximum of **+20% or +50k tokens** per negotiation. You may only negotiate a maximum of **one time per day**....
Details
- Author
- cobusgreyling
- Repository
- cobusgreyling/loop-engineering
- Created
- 3 months ago
- Last Updated
- today
- Language
- TypeScript
- License
- MIT
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