skill-tuning

What problem does it solve?

This Skill helps identify and fix common failure modes in multi-phase, tool-using skills—especially issues like context explosion, long-tail forgetting, broken state/data flow, and fragile agent coordination.

Core Features & Use Cases

• Universal skill diagnosis: Detects anti-patterns across context handling, memory/constraints retention, state consistency, agent call robustness, documentation drift, and token consumption.
• Actionable optimization workflow: Produces prioritized fix proposals, applies selected fixes with backups/rollback capability, and verifies improvements via re-diagnosis/quality gates.
• Gemini-assisted deep analysis: Triggers on critical or uncovered areas to perform deeper root-cause or architecture/prompt/performance reviews when pattern-based checks are insufficient.

Quick Start

Run skill tuning on the target skill directory by asking the skill to diagnose the command "Fix memory leaks in my skill".