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docs(skill): remove hackathon references
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skills/cascadeflow/SKILL.md

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@@ -361,7 +361,7 @@ Default: length + confidence (logprobs) + format checks. Opt in to ML-based sema
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- Python: `pip install cascadeflow[semantic]``from cascadeflow.quality.semantic import SemanticQualityChecker`
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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. 0.60.8 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.
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## Multi-tenant demos — user profiles & tiers
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# Per-user budget enforcement, tier-aware routing (FREE/STARTER/PRO/BUSINESS/ENTERPRISE)
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```
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See `examples/user_profile_usage.py` and `examples/user_budget_tracking.py`. Great for SaaS-style hackathon submissions.
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See `examples/user_profile_usage.py` and `examples/user_budget_tracking.py`. Useful for SaaS-style demos and multi-tenant product flows.
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## Framework integrations (pick one, don't reinvent)
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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)
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### Unblock the demo while the PR is in review
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Don't wait for the merge — install your patched fork into the hackathon app:
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Don't wait for the merge — install your patched fork into the app that needs the fix:
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- **Python:** `pip install -e /path/to/your/cascadeflow-fork`
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- **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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