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- TS: `npm install @cascadeflow/ml @huggingface/transformers`, then `quality: { useSemanticValidation: true, semanticThreshold: 0.5 }` on `CascadeAgent`
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Tune `qualityThreshold` (TS) / `quality_threshold` (Py) to hit a target drafter-handled rate. 0.6–0.8 is a reasonable hackathon default. Higher threshold → more escalations → less savings.
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Tune `qualityThreshold` (TS) / `quality_threshold` (Py) to hit a target drafter-handled rate. 0.6-0.8 is a reasonable starting range. Higher threshold means more escalations and less savings.
@@ -428,7 +428,7 @@ TS: `result.savingsPercentage` directly — use it in the UI.
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If you discover a bug **inside cascadeflow itself** (the `cascadeflow` Python package, `@cascadeflow/core`, or any integration package), the skill expects you to fix it upstream — fork, patch, push, open a PR — not paper over it locally. Everything ships from one monorepo: `lemony-ai/cascadeflow`.
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If the bug is in **your own hackathon app**, this skill has no opinion — follow your project's normal workflow. The flow below is for upstream fixes only.
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If the bug is in **your own app**, this skill has no opinion — follow your project's normal workflow. The flow below is for upstream fixes only.
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### Where the code lives (so the agent doesn't guess)
-**TypeScript:**`pnpm pack` inside the patched package, then `npm install /path/to/cascadeflow-<pkg>-x.y.z.tgz` in the hackathon app. (`npm link` works but is flaky with pnpm workspaces.)
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-**TypeScript:**`pnpm pack` inside the patched package, then `npm install /path/to/cascadeflow-<pkg>-x.y.z.tgz` in the target app. (`npm link` works but is flaky with pnpm workspaces.)
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After the PR merges and a release ships, swap back to the published package.
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