I build open-source developer tools and contribute to coding-agent workflows. My current focus is read-only investigation, practical agent integration, and reproducible validation: commands that can be rerun, observations tied to a revision, and conclusions that stay within the evidence.

• Issue Boundary Evidence — A read-only Python CLI that collects traceable dependency, runtime, upstream, and version-history evidence from public GitHub issues, with explicit evidence gaps.
• Release State Reconcile — A read-only Python CLI that reconciles fixes, backports, checks, release notes, and published releases while keeping missing links and unknown states visible.

Both are experimental tools for investigation and review; maintainer judgment remains part of the workflow.

• wanaku-barn #175 — Added skill installation for Codex, Claude, and custom destinations, with existing-target protection and JVM/native validation.
• anythingmcp #886 — Added shared agent instructions based on exercised setup and validation commands, documenting contribution boundaries and local test failures.
• Semantiq #156 — Corrected Python SDK examples and platform-specific checksum instructions, with executable-example verification.

For ripwire's Hermes integration, I tested a running Hermes agent on macOS x86_64: MCP registration and scoped MCP use worked, while default-mode tool selection and a wrapper path containing spaces exposed limitations. These observations apply to the reported versions and environment.

My ripwire PRs for Elixir quote handling and Python import captures remain open.

I value reproducible tests, traceable evidence, and clear disclosure of failures, uncertainty, and scope.