ai-readiness Skill
Scan the portfolio for the highest-leverage AI opportunities and rank where to deploy operating-partner time. Ingests quarterly updates and financials across multiple portfolio companies, identifies quick wins at each, and stacks them into a single ranked action list. Use during quarterly portfolio reviews, annual plan Published by anthropics in financial-services.
What is ai-readiness Skill?
Scan the portfolio for the highest-leverage AI opportunities and rank where to deploy operating-partner time. Ingests quarterly updates and financials across multiple portfolio companies, identifies quick wins at each, and stacks them into a single ranked action list. Use during quarterly portfolio reviews, annual plan Published by anthropics in financial-services. This profile combines repository metadata with install, compatibility, and usage signals so developers can quickly decide whether it fits their agent workflow before opening the source repository.
Automated repository signals based on public metadata such as recency, license, installation evidence, and adoption. These are not a security audit or endorsement.
Key capabilities
- Includes SKILL.md support
- Reusable instructions support
- Database workflows
- Deployment
- Data analysis
- Database workflows use cases
- Deployment use cases
Technical details
- Install or run with Copy skill directory
When to use ai-readiness Skill
- Use it for database workflows.
- Use it for deployment.
- Use it for data analysis.
Built with
Editorial notes
Source
- Creator: anthropics
- Repository: anthropics/financial-services
- Skill file: plugins/vertical-plugins/private-equity/skills/ai-readiness/SKILL.md
What it does
Scan the portfolio for the highest-leverage AI opportunities and rank where to deploy operating-partner time. Ingests quarterly updates and financials across multiple portfolio companies, identifies quick wins at each, and stacks them into a single ranked action list. Use during quarterly portfolio reviews, annual plan
Skill instructions
Portfolio AI Readiness Workflow Step 1: Connect to Portfolio Data First, ask the user where the portfolio materials live. Don't assume — offer the options: - MCP servers — data room, SharePoint, Google Drive, or a portfolio-ops database if one is connected - Local files — a folder path on disk with quarterly decks, financials, board packs - File uploads — drag PDFs, PowerPoint, or Excel directly into the conversation Once connected, pull quarterly updates, board decks, and financials for the portfolio (or a subset). For each company, extract: sector, revenue, headcount by function, tech stack mentioned, and any AI/automation initiatives already in flight. If the user provides a single company, still run the scan but skip the cross-portfolio ranking. Ask up front if not obvious from materials: - Hold period remaining per company (AI payback matters less 12 months from exit) - Whether any portco has already deployed something that worked Step 2: Per-Company Scan For each company, answer
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Frequently asked questions
What is ai-readiness?
ai-readiness is a open-source AI agent skill with Copy skill directory. Scan the portfolio for the highest-leverage AI opportunities and rank where to deploy operating-partner time.
Who is ai-readiness best for?
ai-readiness is best for reusing agent instructions, scripts, and references, database workflows, deployment workflows, data analysis workflows.
How do I install ai-readiness?
Install or run ai-readiness using Copy skill directory. Check ai-readiness for the latest setup command.
Is ai-readiness actively maintained?
ai-readiness may need a closer maintenance check before production use.
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