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SME AI Adoption & Operations Starter
10 operational AI skills for SMEs: customer FAQ builder, ROI tracker, PII redactor, marketing SOP, and workflow automation.
$39
SME AI Adoption & Operations Starter
Example session with this skill installed
Use the sme-ai-starter suite. Calculate the monthly time saved and net value from my task log (roi_log.csv).
- Read your context and instructions
- Compiled the sme ai adoption
- Generated the data export
Summary
The ai-roi-tracker script was run on the example task log that ships with the package (two tasks, one flat tool cost split across rows). This is the real output, not a customer result.
python3 skills/ai-roi-tracker/scripts/calculate_roi.py skills/ai-roi-tracker/examples/roi_log.csv
| Task | Minutes saved / month | Estimated value |
|---|---|---|
| Write weekly report | 220 | $110 |
| Organize FAQ | 150 | $75 |
| Total | 370 | $185 |
Tool cost is $40, so net value is $145 per month for this example.
The figures come from the sample inputs (baseline minutes, AI minutes, runs per month, hourly value). Your numbers depend entirely on what you enter; the script does not estimate them for you.
Next steps
Copy templates/roi_log_template.csv, enter your own tasks, and re-run. Put a flat tool price on one row and 0 on the others.
roi_log_template.csv
CSV · data export
Example file from a real run - the skill writes it into your workspace.
Connects securely to your tools. The creator never sees your data.
About this skill
Turn generative AI into bottom-line operational outcomes for SMEs
Moving beyond vague chat interfaces into structured, repeatable operational workflows. This suite equips small-to-medium enterprises, digital agencies, and non-technical founders with ten turnkey Agent Skills and standalone Python utilities.
Who this is for: SME operators, agency owners, and product teams who want to measure time saved, protect sensitive customer data, and automate repetitive tasks using coding agents (Claude Code, Cursor, Codex, OpenCode).
What you get
beginner-prompt-to-workflow: Dissect unstructured business requests into multi-step execution workflows.ai-marketing-content-sop: Enforce brand voice consistency and compliance across marketing channels.ai-usecase-discovery-for-beginners: Score business operations on feasibility, impact, and net ROI.ai-roi-tracker: Measure labor hours saved, token expenditures, and cost efficiency (calculate_roi.py).ai-report-from-spreadsheet: Turn tabular business spreadsheets into narrative executive summaries.ai-workflow-automation-starter: Scaffold recurring human-in-the-loop AI workflows.ai-customer-service-faq-builder: Mine customer tickets into structured FAQ knowledge bases (build_faq.py).ai-privacy-safe-usage-kit: Redact PII and credentials before sending prompts to LLMs (scan_sensitive_text.py).ai-tool-selection-advisor: Match business requirements against optimal models and SaaS tools.ai-business-output-polisher: Refine rough generative drafts into publication-ready deliverables.
Read before you buy
- Requires Python 3.8+ for bundled automation scripts.
- Scripts operate locally on files and standard input; they do not require third-party cloud subscriptions.
- Works with any Agent Skills-compatible host or directly from your terminal.
How to use
Skills on Agensi run inside your AI agent. Copy the prompt, paste it into your agent, and it connects to Agensi and installs this skill for you. If a payment is needed, your agent shows it to you first.
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