What problem does it solve?
When you hit a cryptic error, version conflict, or API usage question, manually hunting through GitHub Issues, Stack Overflow, and community forums is slow and unstructured. This Skill runs a disciplined, budgeted web search across those sources and returns classified, deduplicated findings you can act on.
Core Features & Use Cases
- Multi-source routing: Searches GitHub Issues/Discussions, Stack Exchange, Chinese technical communities (SegmentFault, V2EX, Zhihu, CSDN, Juejin), and general web sources including official documentation, with automatic or explicit source selection.
- Four-axis evidence classification: Labels every result by match quality (exact/normalized/contextual), finding type (error/compatibility/API-usage/workaround), evidence use, and authority (official/maintainer/community/blog).
- Bounded, safe searching: Enforces query budgets, deduplicates reposts and shared citations, treats all fetched content as untrusted, and never executes commands found online.
- Use Case: You encounter "CUDA error: invalid device ordinal" after upgrading a library. The Skill searches the repository's issues and Stack Overflow, finds a maintainer-confirmed regression and a community workaround, and reports both with version details and an explicit evidence boundary.
Quick Start
Ask the agent to run web-debug-search with your exact error message, package name, and versions, optionally restricting sources such as github and stackexchange.
