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Lets the leaderboard show real numbers without a local key: the new "Update Skill Leaderboard" workflow (workflow_dispatch) runs the eval harness with the ANTHROPIC_API_KEY secret, commits evals/results.json, and the Pages deploy re-renders the public leaderboard with real data. - .github/workflows/eval-leaderboard.yml: manual trigger, contents: write, runs run-evals.mjs + build-leaderboard.mjs, commits results.json. - deploy-playground.yml: also trigger on evals/results.json (and the build scripts) so the committed results refresh the live page. - evals/README + CHANGELOG document the CI route. Claude-Session: https://claude.ai/code/session_016JWn5jRD5tcEFKrubjQ6Px Co-authored-by: Claude <noreply@anthropic.com>