Skills agent-expenditure
install
source · Clone the upstream repo
git clone https://github.com/openclaw/skills
Claude Code · Install into ~/.claude/skills/
T=$(mktemp -d) && git clone --depth=1 https://github.com/openclaw/skills "$T" && mkdir -p ~/.claude/skills && cp -r "$T/skills/athola/nm-conserve-agent-expenditure" ~/.claude/skills/clawdbot-skills-agent-expenditure && rm -rf "$T"
manifest:
skills/athola/nm-conserve-agent-expenditure/SKILL.mdsource content
Night 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
for the 4+ agent planning requirement.claude/rules/plan-before-large-dispatch.md
for session-level token budgetingconserve:token-conservation
for dispatch coordinationconjure:agent-teams