refactor: adopt Hard Signal Framework for create-expert verification#781
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refactor: adopt Hard Signal Framework for create-expert verification#781
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…pipeline Replace soft signal verification (LLM judgment) with hard signal verification (deterministic commands with expected outputs). Key changes: - Design Principle 1: "Built-in Verification" → "Hard Signal Verification" with three conditions: Ground truth, Context separation, Determinism - Plan: 3 test queries → 1 comprehensive query with deep signal coverage - Build loop: sequential 3-query cycle → write → test → verify with reproducibility confirmation - Verify-test: artifact inspection + semantic review → hard signal execution + reproducibility check + structural checks - Verdict system: PASS/SUFFICIENT/CONTINUE → PASS/CONTINUE Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
…criptions Replace "exit codes, test results, grep matches" and similar coding-centric examples with domain-neutral language per Design Principle 3 (Domain Agnosticism). create-expert serves all domains, not just software development. Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
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Summary
Test plan
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