The AI Skill Registry at 5,776: A Deep Dive into Reusable Modules for Code Review, Terraform, and Database Migrations

Short summary

TormentNexus' AI skill registry has grown to 5,776 reusable modules across 37 domains, with code review, infrastructure-as-code, and database operations as top categories. The registry uses a dependency-graph architecture where skills chain together, achieving a 94% autonomous execution success rate and 1.42s average latency. Detailed examples show how code-review skills using tree-sitter AST analysis plus fine-tuned Mistral 7B outperform baseline GPT-4 calls by 25 percentage points in bug detection.

• •5,776 verified AI skills in a dependency-graph registry with 94% autonomous success rate
• •Code review skills use two-pass AST + LLM approach, detecting 87% of bugs vs 62% for plain GPT-4
• •Top categories: code review (1,072 modules), infrastructure as code, and database operations

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