wzh4464
- 16 skills
- 0 followers
- 9 hours ago last updated
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- ▌ Sourcery Review Loop · wzh4464Use when addressing Sourcery AI code review comments on a GitHub PR — iteratively fix comments, push, trigger re-review, poll for results, and repeat until approved. Trigger on "address sourcery comments", "fix review feedback", "sourcery review loop", or when a PR has unresolved Sourcery comments.
- ▌ Commit Push Pr Workflow · wzh4464Full dev workflow - worktree setup, commit, push, PR, and post-merge cleanup. Use when starting feature work, committing, opening PRs, or cleaning up after merge.
- ▌ Diff Eval · wzh4464 bundleEvaluate agent-generated code changes against a human-approved PR. Compares the local git diff (modified + untracked files, relative to the PR's merge base commit) with the ground truth PR diff, filters out auto-generated files, scores using a structured rubric (functional correctness, completeness, behavioral equivalence), and provides both semantic and data-based coverage analysis. Use when evaluating agent code generation quality, benchmarking AI coding tools, or comparing generated patches against human-approved pull requests. Trigger on "/diff-eval", "evaluate diff", "compare diff with PR", "score the changes".
- ▌ Hf Download · wzh4464 bundleUse when downloading models from Hugging Face, especially large models (LLM, diffusion, VLM) that fail with timeouts or connection drops. Trigger on "download model", "hf download", "pull model from Hugging Face", or when hf download crashes with httpx.ReadTimeout / RemoteProtocolError.
- ▌ Analyze PPTX · wzh4464Use when analyzing a .pptx file's format, colors, fonts, layout, or design preferences. Trigger on requests like "analyze this PPT", "what colors does this slide use", "extract the style from this presentation".
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- ▌ Diff Eval Func · wzh4464 bundleEvaluate agent-generated code changes against a human-approved PR with deterministic file coverage and function-level coverage analysis. Extracts function/symbol changes from diff hunk headers and compares at granular level. Use when evaluating agent code generation quality, benchmarking AI coding tools, or comparing generated patches against human-approved pull requests. Trigger on "/diff-eval-func", "evaluate diff with function coverage", "function-level diff eval".
- ▌ Organize Inbox · wzh4464Use when user says "整理 inbox" or asks to organize, triage, or file notes from the 0-Inbox directory into the knowledge base.
- ▌ Diff Eval Local · wzh4464 bundleEvaluate agent-generated code against ground truth diff and handwritten file list. Prefer reading GT inputs directly from base_repo via experiment metadata. Trigger on "/diff-eval-local", "evaluate diff", "eval experiment".
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- ▌ Academic Researcher · wzh4464Academic research assistant for literature reviews, paper analysis, and scholarly writing. Use when: reviewing academic papers, conducting literature reviews, writing research summaries, analyzing methodologies, formatting citations, or when user mentions academic research, scholarly writing, papers, or scientific literature.
- ▌ Huawei Latex Slides · wzh4464 bundleUse when creating LaTeX Beamer presentations in Huawei internal report style, converting Huawei PPT to LaTeX, or building dense technical slides with dark-blue/red color scheme for project proposals (立项报告), technical reports, or competitive analysis decks.
- ▌ Detect Vulnerability · wzh4464 bundleScan git diff incremental code for security vulnerabilities using multi-agent analysis with evolved prompts, RAG retrieval, and heuristic validation