budget-negotiator
An advanced skill for L3 autonomous loops. When the token budget nears exhaustion, the agent analyzes its ROI and autonomously drafts a negotiation request for…
Check token budget and run-log spend before and after a loop run. Enforces early exit when over budget or when there is no actionable work.
$ npx -y skills add cobusgreyling/loop-engineering --skill loop-budget --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
/loop-budgetContext preview
The summary Claude sees to decide when to auto-load this skill.
Check token budget and run-log spend before and after a loop run. Enforces early exit when over budget or when there is no actionable work.
name: loop-budget description: Check token budget and run-log spend before and after a loop run. Enforces early exit when over budget or when there is no actionable work.
Run at the **start** and **end** of every loop iteration.
1. Read `loop-budget.md` for daily caps and kill-switch flags. 2. Read recent entries in `loop-run-log.md` (last 24h). 3. Sum `tokens_estimate` for the active pattern today. 4. If spend ≥ 80% of the pattern's daily cap → **report-only mode** (no sub-agents, no auto-fix). 5. If spend ≥ 90% and High Priority items remain in `STATE.md`, yield to the [budget-negotiator](../budget-negotiator/SKILL.md) skill (if installed). Otherwise, if spend ≥ 100% or `loop-pause-all` is set → **exit immediately** with a one-line note in STATE.md. 6. If watchlist/state has no actionable items → **exit in <5k tokens** (do not spawn sub-agents).
Append one JSON object to `loop-run-log.md`:
{
"run_id": "<ISO8601>",
"pattern": "<pattern-id>",
"duration_s": <number>,
"items_found": <number>,
"actions_taken": <number>,
"escalations": <number>,
"tokens_estimate": <number>,
"outcome": "no-op | report-only | fix-proposed | escalated"
}Stop prompting. Design the loop. Get a score. Start in 5 minutes · Quickstart · What do you want to do? · Refactor path · 中文 · Pattern picker --tool defaults to claude if you omit it. Swap for grok, codex, or opencode. Week one is report-only.
Repo: cobusgreyling/loop-engineering
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