WorkMate AISkill Vault
Free skill · Claude Code + Codex

Your AI setup goes stale the week you get busy. This one feeds itself

Six small skills. Three collect what you already produce. Your agent sessions, one place you work in every day, a few sources you read. One runs them all. One sorts every proposed fix into do it, ask me, or sign off. A schedule runs it twice a week. One field and the skill is yours in seconds.

Not a prompt pack. A guided build, about an hour, that leaves you with a change log, a checklist waiting for your tick, and a system that stops rotting.

Animated summary of the self-improving system

Unlocks instantly on this page and lands in your inbox. No spam, unsubscribe any time.

Done. Here it is.
Download self-improving-system.zip →

Unzip, copy SKILL.md into ~/.claude/skills/self-improving-system/ or ~/.codex/skills/self-improving-system/, open a new session, run /self-improving-system. Or drop the zip into Claude Code or Codex and say "install this skill".

What it actually does

1
SessionsEvery agent session you had gets one page. What it was about, what got done, what you corrected. Re-running never duplicates.
2
Your dataOne place you already work in. Your task tracker, email, bookings. New items pulled since the last run, tagged, one file each. 15 min.
3
OutsideTwo or three sources you actually read. Raw item saved, 3 to 6 things you could act on extracted. Fewer than 3, it stays out. 10 min.
4
SortDead links, duplicates, index lines. Fixed and logged. Skill edits, rule changes, contradictions. A checklist waits for your tick. Questions it cannot settle come back to you as questions, not guesses.
5
ScheduleCollect in the morning, sort at the end of the day, twice a week. The review lands in your inbox. One line stops it. 5 min plus one command to run all three.
$ /improve-system
improve-system 2026-09-04: auto-applied 1 (change-log.md),
  sign-off 7 (outputs/review-2026-09-04.md),
  questions 5 (outputs/needs-context-2026-09-04.md)

review-2026-09-04.md
- [ ] Approve  [ ] Reject  [ ] Don't ask again · 4. 68 wiki links point
      at files that are not in the vault
- [ ] Approve  [ ] Reject  [ ] Don't ask again · 5. Two tracker issues
      still "In Progress" for a project deleted two weeks ago

Ready? Send me the skill

Want your own agent built with you?

The skill keeps your assistant honest. An agent does the work. Two weeks, four live sessions, one working agent tied to a number in your business. UK small business only.

See the build programme