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Skill

agent-self-improvement

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agent-self-improvement Skill

SKILL.md

Agent Self-Improvement (Weekly)

Use when running a weekly improvement pass for agent behavior and workflow quality.

Purpose

Produce evidence-backed, propose-only recommendations to improve workflows, context alignment, and automation hygiene.

Trigger

  • Weekly cadence (recommended via playbook/cron wrapper)
  • Or manual run on demand

Required sources

  • workspace/memory/**
  • workspace/dump/**
  • Core context files: SOUL.md, IDENTITY.md, USER.md, MEMORY.md, AGENTS.md, TOOLS.md, HEARTBEAT.md
  • Installed skills (for overlap/gap checks)
  • Cron inventory

Output contract

Return one concise weekly report with these sections:

  1. Top recurring friction/failure themes
  2. Candidate workflow improvements
  3. Candidate cron/automation suggestions
  4. Candidate new ideas
  5. Context alignment suggestions
  6. Kill/merge/tune hygiene suggestions
  7. Recommended priority set for next week

Item quality rules

Every recommendation must include:

  • evidence (where it came from)
  • why it matters now
  • first 30-minute move
  • pragmatic score: impact / recurrence / effort / confidence (H/M/L)

Operating mode

  • Propose-only
  • Do not auto-edit core files
  • Do not auto-create/update/delete crons
  • Do not auto-send external/internal messages

Format

Use the exact report structure in references/report-template.md. Apply scoring guidance in references/scoring.md.