cost

SkillSecurity

Show cost tracking and ROI for this engagement.

Available today. Use it from your connected AI after setup.

No other account needed.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the cost skill

What this skill tells your AI

The instructions your AI receives, as published by h-mmer/pentest-agents in .claude/skills/cost/SKILL.md and read by ahel’s review.

Show engagement cost data.

Run these in sequence:

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

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.

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