Agentic OS
Continuous Improvement Manager
WHETSTONE Continuous Improvement Manager · Company Brain — The Archive Every pass through the work leaves the work sharper.
Reports to SAGE · Chief Knowledge Officer · People & HR
Contributed by Darby Rollins
Wraps any recurring business workflow in a continuous-improvement loop (Kaizen + AI) so the operating system observes its own execution, spots friction, proposes bounded improvements, and updates the process over time instead of decaying.
self-improving-ops-loop
Sign in and it arrives filled in with your company name.
SKILL.mdThe instructions Claude follows
Add it to Claude
- Download the skill. Keep it zipped.
- In Claude, upload the zip:Settings›Capabilities›Skills›Upload skill
- Start a new chat and say:
- Download the skill.
- Drag the zip into Claude Code and say
install this skill. Claude unzips it into~/.claude/skills/for you. - Start a new session and say:
Skills need code execution turned on, on the same Capabilities page.
Prefer to do it by hand? Unzip it and move the folder into ~/.claude/skills/.
Already connected to the Agentic OS? Ask Claude to “Set up a self-improving loop” and it runs without installing.
Customize it for your team
- Your details fill in for you. This skill uses
{{ORG_NAME}}(your company name). Anything your profile doesn't have, Claude asks for once. - Change the steps to fit how you work. Unzip it and edit
SKILL.md. It's plain text. - Upload your edited copy the same way. It now does your job your way, every time.
Read the instructions
Loading the full skill…