The COO problem
Operations teams are the translators between messy reality and executive clarity. They collect updates, clean context, summarize tradeoffs, and surface decisions. AI helps with that work, but the best methods usually stay with the person who worked them out. When that person is out, or leaves, the quality leaves with them. The same is true for every piece of AI work your operation starts to rely on, from methods to agents.
knacks fixes this with one loop: Publish, Approve, Ship, Use, Improve. An operator describes the repeated work in plain English and knacks drafts the skill with examples and tests. The team lead approves it. The approved skill lands in the whole team's Claude, nothing to install, and lives in the company's skill library: plain markdown in a GitHub repository the company owns, with a named owner and version history. When the owner improves the method once, the whole team is on the latest version immediately, with a one line changelog. One owner keeps each method current.
What knacks makes reusable
Turn metrics, owner updates, risks, and decisions into a consistent executive narrative.
Support escalationsStructure escalation summaries, severity rationale, customer-safe updates, and next actions.
Standardize blockers, owners, timelines, risks, and asks across cross-functional initiatives.
Package role-specific ramp context, tasks, docs, and expected milestones into a reusable skill.
First operating skills to publish
Start with the recurring deliverable that leadership already depends on.
Combine support, success, usage, and commercial signals into a consistent risk picture.
Make high-pressure support and cross-functional handoffs consistent.
Standardize how teams frame context, options, tradeoffs, recommendation, and owner.
COO metrics
| Metric | Question it answers |
|---|---|
| Methods published | Which operating tasks no longer depend on one person's private know-how? |
| Decision quality | Are reports and memos clearer, source-grounded, and easier to act on? |
| Owner coverage | Does every operating skill have a named owner who keeps it current? |
| Version freshness | When was each skill last updated, and is the team on the latest version? |
| Time to standardize | How quickly can one person's method become a shared operating asset? |
Make operating knowledge reusable.
Book a walkthrough and we will turn one piece of repeated operating work into an approved company skill.
Book a walkthrough