AI Product Builder · Open-source Collaborator · Agent Systems
I work across AI open-source projects on product behavior, integration contracts, developer workflows, and implementation work.
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Laya Product contracts · adoption · review 5 merged PRs · staged adoption · cross-PR review View work → |
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Qwen × ModelScope Agent UX · multimodal eval · speech reliability QwenPaw product UX · EvalScope multimodal eval · FunASR Nano timestamps Explore work → |
 
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Agent OSS Runtime · RAG · context integrity OpenClaw ×4 · Dify ×3 · Cherry ×4 · RAGFlow ×4 All PRs → |
Selected upstream impact — PR evidence
| Project | Contribution | Product / user impact |
|---|---|---|
| Laya | #224 · #292 · #328 · #115 · #415 | Document staged adoption, protect recent intent, correct routing semantics, clarify full-conversation contracts, and recover requests hidden by email disclaimers |
| QwenPaw | #7593 | Restore direct workspace path input while preserving picker and validation behavior |
| EvalScope | #1729 · #1720 | Real multi-image MMMU evaluation and more reliable import semantics |
| FunASR | #3703 | Correct Fun-ASR-Nano punctuation timestamps across VAD merges with real-tokenizer coverage |
| OpenClaw | 4 merged PRs | Gateway repair, CLI behavior, local inference, and setup reliability |
| Dify | 3 merged PRs | RAG ingestion fidelity, moderation behavior, and annotation CSV integrity |
| Cherry Studio | 4 merged PRs | Runtime proxy behavior, Gemini tool schemas, binary-manager state, and rich Excel clipboard interoperability |
| RAGFlow | 4 merged PRs | Agent message semantics plus retrieval and model-utility coverage |
Current footprint: contributions across 14 external upstream repositories. I care about useful upstream changes and maintainer trust more than PR volume.
| Product first Start from the user or developer failure mode. |
Contract before code Align product and API semantics before expanding scope. |
| Narrow scope, hard evidence Reproduce first, keep the diff bounded, and test the actual boundary. |
Review beyond my own PRs Check lifecycle, compatibility, integration, and product contracts. |
| Laya staged adoption · CLI/MCP docs · integration contracts |
Qwen + ModelScope agent UX · multimodal evaluation · ASR correctness |
| Agent & AI OSS runtime · RAG/context fidelity · developer workflow |
n8n + other AI OSS upstream implementation · cross-project review |
