7xuanlu

Eval Skew Reviewer — Development agent for Claude Code

Development community

Reviews diffs that add or change a write-time enrichment feature / retrieval channel for training-serving skew — verifies the feature is wired into the ONE canonical ingest path AND the eval seed AND.

How to install Eval Skew Reviewer

Installs to ~/.claude/agents/7xuanlu-wenlan-eval-skew-reviewer.md

Terminal

mkdir -p ~/.claude/agents && curl -fsSL https://raw.githubusercontent.com/7xuanlu/wenlan/HEAD/.claude/agents/eval-skew-reviewer.md -o ~/.claude/agents/7xuanlu-wenlan-eval-skew-reviewer.md

Restart Claude Code, or start a new session, for it to be picked up.

What Eval Skew Reviewer does

name: eval-skew-reviewer description: Reviews diffs that add or change a write-time enrichment feature / retrieval channel for training-serving skew — verifies the feature is wired into the ONE canonical ingest path AND the eval seed AND the seed liveness contract, so it can't ship "merged-but-inert". Use after changes touching ingest enrichment, a new RRF channel/substrate, or the eval seed/contract. Read-only — produces findings, does not edit. tools: Read, Grep, Glob, LSP, Bash model: opu

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