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docs: ground README claims in what actually ships; fix missed em dashes
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docs: add scorecard hero image to README (renders inline on GitHub)
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docs: tighten the 'what building it taught me' section, drop subjecti…
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docs: add CASE_STUDY.md (positioning + honest tradeoffs/limitations, …
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docs: make cold-start/synthetic claims honest (built-in synth is demo…
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Fix false-success + robustness bugs; add negative-path tests
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Fix pip-install onboarding gaps found by dogfooding the README
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Examples: clean extraction walkthrough (72 cases), gate refund minima…
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Examples: add extraction-agent (reference-driven metrics) + broaden s…
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docs: show init and metrics in the README walkthrough
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Comprehensive metric library (29 pre-built) + guided onboarding
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Harden toolkit: context-managed reads, robust config parser, two real…
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Packaging (pip + Claude Code plugin manifest) + prompt-driven example…
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v3: make it genuinely work end-to-end on a real agent
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