Cost

Show cost tracking and ROI for this engagement.

h-mmer abc520f 1012 B Updated

File contents

Show engagement cost data.

Run these in sequence:

  1. uv run python3 $CLAUDE_PROJECT_DIR/tools/cost.py summary
  2. uv run python3 $CLAUDE_PROJECT_DIR/tools/cost.py roi
  3. Provide analysis: which agents consumed the most, whether the spend is justified by findings.

Top-Tier ROI Review

Cost review is a hunting control, not accounting trivia.

  • Segment spend by phase: recon, ranking, hunting, validation, reporting, rework.
  • Flag any agent class with high spend and low durable output: no new surface, no killed hypotheses, no confirmed evidence.
  • Compare spend to expected value: bounty range, report probability, duplicate risk, and remaining proof work.
  • Recommend one concrete budget move: continue, pivot class, reduce parallelism, raise min-score, skip noisy targets, or run a focused chain pass.
  • Treat repeated false positives as a training signal. Link the spend spike to /learn, /brain, or rules updates.

h-mmer/pentest-agents/tree/main/.claude/skills/cost commit abc520fd1c

Frequently asked questions

npx skillmds@latest add h-mmer/cost