agent-business-value

agent-business-value is a Financial modelling & forecasting skill for AI agents, published by aws-samples in the sample-aiml-solution-labs repository on GitHub. Skillspace rates agent-business-value F (45/100) and the safety scan rated it risky; the rating is based on static analysis only.

Use when calculating business value, ROI, or cost justification for AI agents. Handles three dimensions: (1) Time Savings as productivity increase or cost reduction, (2) Customer Churn Reduction from better CX, (3) Sales Increase from better CX. Works standalone or alongside bedrock-pricing/agentcore-pricing estimates. Do NOT use for model pricing (load bedrock-pricing), AgentCore infrastructure costs (load agentcore-pricing), or capacity planning (load bedrock-capacity).

Grade
F
Quality
45 / 100
Safety
Risky
GitHub stars
20

Unproven: rated by static analysis only, not yet compared head-to-head.

Our two independent classifiers differ on this skill's category, so treat the placement as provisional.

This rating describes the version of the repository we crawled; it may have changed since.

Our review

Architecture
84 / 100
Maturity
Basic: a single SKILL.md
Security scan
High-risk patterns
License
MIT-0
Adoption
Adopted by 0 other repositories, in 0 collections

What the scanner flagged

  • dynamic code execution (eval/exec)

Not checked yet

  • Not judged on the rubric yet (not a contender in its category)
  • No blind task eval yet
  • Scope (portable / vendor / repo-internal) not assessed; only the top of each category is read for scope
  • Sibling files (scripts, references) not fetched; security scan covers SKILL.md only

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