GitHub
agent-run-orchestrator
Run section orchestrators to coordinate multi-component workflows. Use when starting work on a section.
☆ 13查看技能
mvillmow AI Skills
GitHub ↗浏览 mvillmow 维护的已发布 AI 技能，比较用途与说明，并通过来源仓库了解安装方式。
作者统计
已收录技能
85收录技能的仓库 Stars 合计
1,105仓库 Forks
340平均每个技能的仓库 Stars
13同一仓库中的多个技能可能共享 Stars，合计包含重复仓库数据。
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全部技能
GitHub
extract-hyperparameters
Identify and document model hyperparameters from papers. Use when setting up training configurations.
☆ 13查看技能
GitHub
analyze-simd-usage
Analyze SIMD usage opportunities in Mojo code. Use to find performance optimization opportunities.
☆ 13查看技能
GitHub
verify-pr-ready
Verify a PR is ready for merge (CI passing, approvals, no conflicts). Use before merging to ensure all requirements met.
☆ 13查看技能
GitHub
identify-architecture
Analyze ML model architecture from papers and code. Use when understanding model structure for implementation.
☆ 13查看技能
GitHub
generate-api-docs
Create API reference documentation from docstrings. Use when documenting public module interfaces.
☆ 13查看技能
GitHub
benchmark-functions
Measure function performance and compare implementations. Use when optimizing critical code paths.
☆ 13查看技能
GitHub
prepare-dataset
Process and validate datasets for training. Use when setting up data pipelines.
☆ 13查看技能
GitHub
mojo-lint-syntax
Validate Mojo syntax against current v0.26.1+ standards. Use to catch syntax errors before compilation.
☆ 13查看技能
GitHub
suggest-optimizations
Identify performance optimization opportunities. Use when improving code efficiency.
☆ 13查看技能
GitHub
phase-implement
Coordinate implementation phase by delegating tasks and ensuring code quality. Use during implementation phase to manage engineer tasks.
☆ 13查看技能
GitHub
analyze-code-structure
Examine code organization and identify structural patterns. Use when reviewing module design or understanding architecture.
☆ 13查看技能
GitHub
fix-ci-failures
Diagnose and fix CI/CD failures by analyzing logs, reproducing locally, and applying fixes. Use when CI checks fail on pull requests.
☆ 13查看技能
GitHub
gh-get-review-comments
Retrieve all review comments from a pull request using the GitHub API. Use when you need to see what feedback has been provided on a PR.
☆ 13查看技能
GitHub
generate-fix-suggestions
Generate fix suggestions based on error patterns and best practices. Use when analyzing failures to get actionable remediation steps.
☆ 13查看技能
GitHub
calculate-coverage
Measure test coverage and identify untested code. Use when assessing test completeness.
☆ 13查看技能
GitHub
train-model
Execute model training with optimization algorithms. Use when running training loops on datasets.
☆ 13查看技能
GitHub
check-memory-safety
Check Mojo code for memory safety issues (ownership violations, use-after-free, etc.). Use to catch memory bugs.
☆ 13查看技能
GitHub
detect-code-smells
Identify code quality issues and anti-patterns. Use when reviewing code for maintainability problems.
☆ 13查看技能
GitHub
quality-security-scan
Scan code for security vulnerabilities and unsafe patterns. Use before committing sensitive code or in security reviews.
☆ 13查看技能
GitHub
check-dependencies
Validate and verify dependencies are available and compatible. Use when setting up environments.
☆ 13查看技能
GitHub
evaluate-model
Measure model performance on test datasets. Use when assessing accuracy, precision, recall, and other metrics.
☆ 13查看技能
GitHub
validate-workflow
Validate GitHub Actions workflow files for syntax, best practices, and correctness. Use before committing workflow changes or when workflows fail.
☆ 13查看技能
GitHub
worktree-create
Create isolated git worktrees for parallel development. Use when working on multiple issues simultaneously.
☆ 13查看技能
默认按已收录数据中的 GitHub 仓库 Stars 排序。Stars 属于来源仓库，同一仓库的多个技能可能共享相同数值；它反映仓库关注度，不代表单个技能的安装量或质量评分。