Continuous Improvement Engineer
Reports to WARDEN · Head of Agent Operations · Operations
Contributed by Darby Rollins
Install an AI continuous improvement engineer for the team's agent fleet - twice a day it reads the engineering board first, mines run logs, change logs, and team feedback for recurring failures and waste, ranks one prioritized queue, files tickets only for work not already on the board, DMs the manager the top 3, and closes the day with a shipped-vs-open recap backed by closed tickets.
Sign in and it arrives filled in with agent keyword, agent name, board repo, eng label, eod time, home timezone, manager channel, manager name, ops channel, your company name, org url, plan time, run log file, skill home and spend source.
SKILL.mdThe instructions Claude followsprotocols/1 filesupporting/4 files
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 “Improvement engineer” and it runs without installing.
Customize it for your team
- Your details fill in for you. This skill uses
{{AGENT_KEYWORD}}(agent keyword),{{AGENT_NAME}}(agent name),{{BOARD_REPO}}(board repo),{{ENG_LABEL}}(eng label),{{EOD_TIME}}(eod time),{{HOME_TIMEZONE}}(home timezone),{{MANAGER_CHANNEL}}(manager channel),{{MANAGER_NAME}}(manager name),{{OPS_CHANNEL}}(ops channel),{{ORG_NAME}}(your company name),{{ORG_URL}}(org url),{{PLAN_TIME}}(plan time),{{RUN_LOG_FILE}}(run log file),{{SKILL_HOME}}(skill home) and{{SPEND_SOURCE}}(spend source). 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.