Use Cases and Playbooks
Agent Skills bring scattered AI use under one runtime you control. Your teams are already using AI — in personal Claude accounts, ChatGPT tabs, prompt docs, ...
Agent Skills bring scattered AI use under one runtime you control. Your teams are already using AI — in personal Claude accounts, ChatGPT tabs, prompt docs, Slack threads, and spreadsheets. The work is happening. It just isn't owned. These playbooks turn those one-off prompts and informal workflows into shared company infrastructure: reviewed, versioned, attached to the right operational agent, and governed by your team.
Each playbook walks through one real department workflow becoming one approved Agent Skill — authored, reviewed, attached, validated, and rolled out. Start with the one closest to a problem you already have.
Playbooks
Playbook: Build a Team AI Usage Cleanup Skill
Your teams are using AI everywhere and nobody can answer "what AI workflows do we actually rely on?" Build an Agent Skill that helps an operations lead inventory scattered AI usage department by department, classify each workflow by risk and value, and produce a prioritized list of what should move into Assist first. The natural starting point for any AI cleanup program.
Playbook: Build a Support Escalation Summary Skill
Three support reps have three different prompts for summarizing escalations to Tier 2. The summaries leak customer names, make commitments the company cannot keep, and miss fields the receiving engineer needs. Build one reviewed Agent Skill, attach it to the support agent, and stop the five-versions-of-the-same-prompt problem in the function that touches customers most.
Playbook: Build a Discovery Call Summary Skill
Four sales reps have four versions of "summarize this discovery call." None of them end up in the CRM in the same format, none of them flag the same risks, and the handoff to the AE running the next call is inconsistent. Build a reviewed Agent Skill that produces one canonical summary per call, attached to the sales agent, with the qualification fields your team actually tracks.
Playbook: Build a Weekly Operations Update Skill
Your ops manager writes a weekly update to leadership using their personal ChatGPT account. The format drifts, the metrics need a source link, and when the manager is out, nobody else can produce the report. Build a reviewed Agent Skill that codifies the format, the required metrics, and the escalation language — then attach it to your operations agent so the report keeps going out regardless of who is on call.
Playbook: Build a Customer Onboarding Checklist Skill
Customer success has a wiki page that lists the 22 things to do when onboarding a new account. New reps miss steps. Veteran reps skip the parts they consider obvious. Account renewals catch the consequences six months later. Build a reviewed Agent Skill that turns the wiki into an enforced workflow the CS agent runs against every new account, with explicit checks and a record of what was completed.
Playbook: Build an Invoice Review Checklist Skill
Finance reviews every vendor invoice before payment, but the rules live in one analyst's head, one Slack thread from 2023, and one Google Doc nobody can find. Build a reviewed Agent Skill that codifies the review rules — required fields, sensitive-data handling, escalation triggers — and attach it to your finance agent. Every invoice gets the same review whether the senior analyst is at their desk or on PTO.