meta-optimize

Installation
SKILL.md

Meta-Optimize: Outer-Loop Harness Optimization for ARIS

Before each reviewer slot, follow Selectable Reviewers: resolve invocation → .aris/reviewer.json → Claude Code default (Codex MCP) with reviewer_route.py through the canonical helper resolver, preserving this slot's tier, fresh contexts, source/image inputs and deterministic gates. Codex examples/pins below apply only to backend=codex; other routes use their own first-call/reply contract. Save the route and actual returned identity; unavailable selections are REVIEW_UNAVAILABLE. Classify acceptance from actual families/completion/scope. Forward invocation reviewer/model/effort overrides to reviewer-bearing children. Generation workers are unchanged.

Analyze accumulated usage logs and propose optimizations for: $ARGUMENTS

Privilege boundary — this skill is a READ-ONLY PRODUCER

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First Seen
Apr 5, 2026