Agent skill · research science · onewave-ai
ai-readiness-assessment
Assesses how ready a business is for AI adoption across six dimensions. Evaluates data maturity, tech stack, team skills, process documentation, budget, and culture. Generates a comprehensive ai-readiness-report.md with scores, gap analysis, and recommended starting points. Aligned with OneWave AI's audit methodology.
Why this skill is useful
Provides a structured methodology for assessing AI readiness that includes specific scoring rubrics and tailored recommendations not commonly found in public resources.
What it needs
About 2k tokens when loaded. Last updated 2026-07-15. 242 stars on the source repository.
What this skill does
AI Readiness Assessment Skill Conduct a structured, evidence-based evaluation of a business's readiness for AI adoption across six dimensions, then produce a detailed ai-readiness-report.md covering scores, gap analysis, and prioritized next steps. Aligned with OneWave AI's pragmatic, ROI-driven audit methodology. Contents references/dimensions.md — The six dimensions, full 1-5 scoring rubric, and key questions per dimension. references/methodology.md — Information-gathering, scoring math and interpretation table, gap analysis, recommendation priorities, company-size and industry tailoring, and conversation flow. references/output-template.md — The complete ai-readiness-report.md structure to fill in. Workflow 1. Gather context. Collect information through conversation, document review, and codebase analysis. See references/methodology.md (Phase 1) for channels and the question set in references/dimensions.md. 2. Score the six dimensions. Rate each from 1 to 5 against the rubric in references/dimensions.md. Be honest and conservative, use half-points for nuance, and record the evidence behind every score. 3. Calculate the overall score. Apply the weighted formula and map it to a readiness level using the table in references/methodology.md (Phase 2). 4. Run the gap analysis. For each dimension below 4.0, document current state, target state, the gap, its impact, and the effort to close it (Phase 3). 5. Build recommendations. Produce prioritized actions across the five OneWave priority tiers, tailoring for company size and industry (Phase 4 and tailoring section). 6. Generate the report. Write ai-readiness-report.md following references/output-template.md, then highlight the top 3 immediate actions. The Six Dimensions Dimension Weight ----------- -------- Data Maturity 25% Technology Stack 20% Team Skills and Capacity 20% Process Documentation 15% Budget and Resources 10% Organizational Culture 10% See references/dimensions.md for the full rubric and questions. …
How to use it
Reference it in AdaL, Claude Code, Cursor or any coding agent — nothing to install:
@skills onewave-ai/ai-readiness-assessment