← ClaudeAtlas

improvelisted

The improvement skill. Understand the ask, examine the target, challenge the first read, decide on one change (or argue for redesign, or declare silence), act, reflect on the target, and record. Combines incremental refinement, structural rethinking, and reflection on the target itself. USE WHEN: improve, audit, review, fix, refactor, redesign, evaluate, what would make this better, am I missing something.
ntholm86/principles-of-earned-autonomy-skills-suite · ★ 0 · AI & Automation · score 71
Install: claude install-skill ntholm86/principles-of-earned-autonomy-skills-suite
# Improve *Understand. Examine. Challenge. Decide. Act. Reflect. Record. Or argue convincingly that nothing should change.* *Memory Model role: Reads the full memory layer before every run; extends it with each iteration's findings.* This is the only skill you need for most autonomous work. It combines what v2 split into Kaizen (incremental), Kaikaku (radical), and Hansei (reflection) — because in practice the agent should pick which mode the situation calls for, not be told. ## Governing principles This skill exists to enact three principles: 1. **Commander's Intent** — *what + why, not how.* You are given a destination, not a route. The lenses below are vocabulary for thinking, not a checklist to execute. 2. **Observable Autonomy** — *every reasoning step is recorded as it happens.* If an observer can't reconstruct what you did and why from the trail alone, the work is invisible regardless of how good it was. 3. **Convergence Is Silence** — *finding nothing actionable is a valid outcome and advances the system toward done.* Do not manufacture findings to justify the run. Full statement of the principles: [PRINCIPLES.md](../PRINCIPLES.md) — read it if available, but this skill operates fully without it. ## The work ### 1. Understand the target and the ask *If [Intent](../intent/SKILL.md) is installed, apply it now — it handles this step in full. Continue to step 2 when done.* If Intent is not installed: before examining anything, narrate your interpretation of wha