agent-expenditure
>- Track per-agent token usage and flag waste patterns in parallel dispatch workflows. Consult after running parallel agents to evaluate whether expenditure was proportional to value. Cross-references the plan-before-large-dispatch rule
Install via CLI (Recommended)
clawhub install openclaw/skills/skills/athola/nm-conserve-agent-expenditureNight Market Skill — ported from claude-night-market/conserve. For the full experience with agents, hooks, and commands, install the Claude Code plugin.
Agent Token Waste Monitoring
When To Use
- After parallel agent dispatch completes
- When evaluating whether to increase agent count
- During retrospectives on agent-heavy workflows
- When plan-before-large-dispatch rule triggers
When NOT To Use
- Single-agent workflows (no coordination overhead)
- During active agent execution (post-hoc analysis)
- For token budgeting (use token-conservation instead)
Brooks's Law for Agents
Dispatching more agents does not always help. Coordination overhead grows with agent count:
| Agent Count | Expected Overhead | Guidance |
|---|---|---|
| 1-3 | Negligible | Dispatch freely |
| 4-5 | 10-15% | Acceptable; plan first |
| 6-8 | 20-30% | Monitor closely |
| 9+ | 30%+ | Likely counterproductive |
Coordination overhead is measured as shared-file conflicts: concurrent Read/Write operations on the same file by different agents, as a percentage of total agent runtime.
Post-Dispatch Review Checklist
After parallel agent runs, evaluate:
- Did each agent produce unique findings?
- Was total token expenditure proportional to value?
- Did any agent duplicate another's work?
- Would fewer agents have produced the same result?
If 2+ questions answer no, reduce agent count in future dispatches of the same type.
Waste Signals
See modules/waste-signals.md for the 5 waste signal categories and
detection criteria.
Cross-References
.claude/rules/plan-before-large-dispatch.mdfor the 4+ agent planning requirementconserve:token-conservationfor session-level token budgetingconjure:agent-teamsfor dispatch coordination
Metadata
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Find the right skillPaste this into your clawhub.json to enable this plugin.
{
"plugins": {
"official-athola-nm-conserve-agent-expenditure": {
"enabled": true,
"auto_update": true
}
}
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