IntelliKit release notes

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IntelliKit release notes#

This topic summarizes the features included in each IntelliKit release.

IntelliKit 0.1.0#

First release of IntelliKit — agent-first tooling that makes GPU kernel profiling, inspection, and validation programmatically accessible to both developers and LLM agents.

  • Metrix — human-readable GPU counter profiling with bottleneck classification. Supports CDNA2/3/4 and RDNA2/3.

  • Linex — source-line stall analysis, maps cycle counts and ISA to individual source lines.

  • Nexus — kernel disassembly, register pressure analysis, and dispatch inspection via KernelDB.

  • Accordo — side-by-side correctness validation across dtypes and tolerances.

  • Kerncap — GPU kernel dispatch capture and standalone reproducer generation.

  • ROCm MCP — MCP servers for HIP compilation, amd-smi, and rocminfo.

  • uProf MCP — host-side CPU hotspot analysis via AMD uProf.

  • MCP Servers — every tool ships with its own MCP server for structured LLM agent integration.

  • Tool Skills — every tool ships with an installable SKILL.md playbook.

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