Self-Improving + Proactive Agent

Self-reflection + Self-criticism + Self-learning + Self-organizing memory. Agent evaluates its own work, catches mistakes, and improves permanently. Use when... The skill's requirements and instructions are coherent with its stated purpose: it is an instruction-only, local memory/learning helper that reads and writes a dedicated ~/self-improving/ workspace and may non-destructively update workspace steering files; it requests no credentials or exotic installs. This skill is an instruction-only local memory/learning system and appears to do what it says: create and maintain ~/self-improving/ and update small workspace steering files non-destructively. Before installing or enabling it: (1) Confirm you are comfortable letting the agent read and write files under ~/self-improving/ and make limited edits to AGENTS.md/SOUL.md/HEARTBEAT.md; (2) Back up AGENTS.md and SOUL.md if you want an easy rollback; (3) Note the skill will not request credentials, but it will store user-provided corrections and preferences—review boundaries.md and ensure it meets your privacy expectations; (4) Only allow the optional 'Proactivity' companion to be installed if you review that skill first (it runs a network install); (5) Verify the skill's kill-switch and export/wipe flows work as promised (ask it to export and then to wipe on a test run) and limit file permissions on ~/self-improving/ if you want stricter local access control.

• • Run a minimal workflow with Self-Improving + Proactive Agent and verify output quality + runtime logs.
• • Validate install command, load behavior, and rollback in a clean environment.

• • Build a focused agent workflow using Self-Improving + Proactive Agent as one capability node.
• • Combine this skill with a retrieval/search skill and compare output quality.