Measure code performance and run benchmarks to investigate slow operations, regressions, or memory pressure. Establish a baseline, compare results under matching conditions, report variability, and rerun correctness tests after optimization.
中文简介正在准备中。当前显示英语简介。
- Investigate slow operations
- Compare performance before and after a change
- Measure performance when memory pressure occurs
ruvnet/ruflo☆ 7.7万2026年10月20日 更新
Benchmark how CodeGraph affects an agent investigating a real codebase. Choose a version, language, repository, and execution mode, then compare cost, tool calls, file reads, and answer correctness with and without CodeGraph.
中文简介正在准备中。当前显示英语简介。
- Evaluating a local development build
- Auditing a published CodeGraph version
- Comparing investigation cost and file reads
colbymchenry/codegraph☆ 7.4万2026年10月20日 更新
Evaluate an Agent Skill bundle before release by checking structure, activation conditions, output quality, scripts, safety, file integrity, and host compatibility. Receive a detailed JSON report that distinguishes local evidence checks from production readiness backed by external attestation.
中文简介正在准备中。当前显示英语简介。
- Reviewing a skill bundle before distribution
- Evaluating activation accuracy and output improvements
- Checking scripts, safety, and distributed files
rohitg00/ai-engineering-from-scratch☆ 7.2万2026年10月19日 更新
Review code changes in a diff, pull request, branch, or file path to identify bugs and cleanup opportunities. Findings include file locations and concrete failure scenarios, with options to apply fixes or post comments.
中文简介正在准备中。当前显示英语简介。
- Review uncommitted changes for bugs
- Check a pull request or branch before merging
- Find duplicated logic and unnecessary work
asgeirtj/system_prompts_leaks☆ 7万2026年10月20日 更新
Fix white flashes and blending problems between scenes in HyperFrames videos. This skill explains background setup, overlapping scene containers, final-frame holds, and timeline templates so transitions render with the intended appearance.
中文简介正在准备中。当前显示英语简介。
- Fixing white flashes between dark scenes
- Checking opacity dips during crossfades
- Assembling the master timeline
heygen-com/hyperframes☆ 6.8万2026年10月20日 更新
Review code changes through a structured check of requirements, design, correctness, security, performance, and tests. Produce specific, constructive feedback that separates required fixes from optional suggestions, and build shared review guidelines for a development team.
中文简介正在准备中。当前显示英语简介。
- Review a pull request systematically
- Create a shared code review checklist
- Give actionable feedback to junior developers
wshobson/agents☆ 4.1万2026年10月20日 更新
Simplify code once its behavior is understood. Confirm the existing behavior through tests or reproduction, reduce unnecessary complexity in small, reviewable steps, and keep verification passing while preserving behavior and necessary safety checks.
中文简介正在准备中。当前显示英语简介。
- Making code easier to read without changing behavior
- Reducing complexity after confirming existing behavior
- Reviewing cleanup changes in small steps
codewhale-hq/Codewhale☆ 4.1万2026年10月19日 更新
Review a pull request or code diff for bugs by reading callers, expected behavior, and nearby error handling. Receive findings tied to specific lines, ranked by severity, plus a summary of merge risks and needed tests.
中文简介正在准备中。当前显示英语简介。
- Checking a pull request for behavioral regressions
- Reviewing risks to stored data
- Investigating input validation and access checks
codewhale-hq/Codewhale☆ 4.1万2026年10月19日 更新
Add a CUDA/C++ GPU operation to sgl-kernel using AOT, meaning compilation before use. Follow the implementation through PyTorch registration, Python API exposure, SGLang integration, correctness tests, and benchmarks that account for cache reuse.
中文简介正在准备中。当前显示英语简介。
- Adding a CUDA/C++ operation to sgl-kernel
- Registering an operation with PyTorch and exposing a Python API
- Testing numerical results and invalid inputs
sgl-project/sglang☆ 3.7万2026年10月20日 更新
Guides language model training with GRPO in TRL, comparing several responses and rewarding better results. Covers dataset preparation, scoring rules for correctness and format, training configuration, monitoring, and saving models for later use.
中文简介正在准备中。当前显示英语简介。
- Training models to follow JSON or XML formats
- Designing rewards for math and coding tasks
- Adjusting training to available GPU memory
davila7/claude-code-templates☆ 3.3万2026年10月20日 更新
Evaluate code generation models with HumanEval, MBPP, and other benchmarks. Test generated programs, compare models across programming languages, and record pass@k scores, which estimate the chance that at least one of k solutions passes the tests.
中文简介正在准备中。当前显示英语简介。
- Comparing code generation models on shared benchmarks
- Measuring correctness across programming languages
- Evaluating models trained to follow instructions
davila7/claude-code-templates☆ 3.3万2026年10月20日 更新
Assess GitHub issues and pull requests by checking demonstrated user needs, existing alternatives, compatibility, and maintenance costs. Produce an evidence-based maintainer recommendation through code and document inspection, without running tests or examples.
中文简介正在准备中。当前显示英语简介。
- Deciding whether a pull request merits merging
- Checking whether existing features already solve an issue
- Comparing competing fixes for the same problem
openai/openai-agents-python☆ 3万2026年10月18日 更新
Edit videos through conversation, from transcription and take selection to cuts, color adjustments, animated overlays, and subtitles. Confirm an editing plan, review a checked preview, and refine the result before the final render.
中文简介正在准备中。当前显示英语简介。
- Select the best takes for a presentation video
- Trim tutorials and add subtitles
- Shape interviews or travel footage
browser-use/video-use☆ 2.9万2026年10月9日 更新
Reviews code changes through documented engineering and product principles associated with named practitioners. Combines two engineering perspectives and one product perspective to produce findings with severity, attribution confidence, and technical reasoning for architecture, performance, or user experience issues.
中文简介正在准备中。当前显示英语简介。
- Reviewing architecture or public API changes
- Checking user experience alongside code correctness
- Strengthening a pull request before submission
alirezarezvani/claude-skills☆ 2.8万2026年8月30日 更新
Review agent-written code changes before merge, focusing on concrete correctness defects. Uses independent subagent reviews, targeted verification, and fresh checks after substantial repairs, with a deeper evidence-based process for security, concurrency, persistence, or data-loss risks.
中文简介正在准备中。当前显示英语简介。
- Reviewing agent-written changes before merge
- Rechecking a substantial bug fix
- Examining security, concurrency, or data-loss risks
manaflow-ai/cmux☆ 2.8万2026年10月19日 更新
Review skill and agent definitions for structural issues and whether their instructions meet expected behavior. Four modes cover structure, test specifications, category criteria, and coverage reports that reveal missing specifications or checks.
中文简介正在准备中。当前显示英语简介。
- Check one skill or all skills for structural issues
- Compare skill or agent instructions with a test specification
- Review definitions against category criteria
Donchitos/Claude-Code-Game-Studios☆ 2.7万2026年10月19日 更新
Test user journeys affected by a branch’s changes in a real browser. Check correctness and the experience for intended users, fix small defects with regression tests, and commit fixes alongside a report documenting results and unresolved decisions.
中文简介正在准备中。当前显示英语简介。
- Check user-facing changes before a PR is merged
- Test complete user journeys affected by a branch
- Fix small defects and add regression tests
EveryInc/compound-engineering-plugin☆ 2.6万2026年10月19日 更新
Compare multiple NemoClaw pull requests addressing the same issue. It checks merge eligibility, correctness, quality, and attribution, then produces an evidence-based recommendation for merging or choosing a candidate for further repair.
中文简介正在准备中。当前显示英语简介。
- Comparing competing pull requests for one issue
- Checking merge eligibility before ranking proposals
- Choosing a candidate to repair when none is ready
NVIDIA/NemoClaw☆ 2.3万2026年10月19日 更新
Review Handsontable code changes for architecture, code quality, performance, accessibility, and test coverage. Findings include severity, confidence, and file locations, helping developers assess whether changes follow project rules and demonstrate the intended behavior.
中文简介正在准备中。当前显示英语简介。
- Review a Handsontable branch or pull request
- Check architecture before or during core changes
- Review keyboard access and performance concerns
handsontable/handsontable☆ 2.2万2026年10月20日 更新
Review code changes for unnecessary complexity, including unused flexibility, avoidable dependencies, and abstractions with little purpose. Receive concise findings that name what to remove, what can replace it, and how many lines could be cut.
中文简介正在准备中。当前显示英语简介。
- Check code changes for over-engineering
- Find code replaceable with standard library features
- Identify unnecessary dependencies and abstractions
kortix-ai/suna☆ 2万2026年10月19日 更新
Optimize and troubleshoot MNN's Hexagon DSP backend, which runs computation on a dedicated processor. The workflow uses device measurements to identify bottlenecks, compare v79 and v81 architectures, verify correctness, and investigate crashes or memory usage.
中文简介正在准备中。当前显示英语简介。
- Finding bottlenecks in Hexagon operators
- Checking changes on v79 and v81 devices
- Investigating cDSP crashes and device disconnects
alibaba/MNN☆ 1.6万2026年10月20日 更新
Guide MNN Metal backend development and optimization, from finding performance bottlenecks to changing GPU computation, combining operators, and adjusting execution scheduling. A task-based document index directs work toward relevant implementation rules, benchmarks, and correctness checks.
中文简介正在准备中。当前显示英语简介。
- Finding bottlenecks in Metal inference
- Adding or modifying Metal kernels
- Combining operators into one GPU dispatch
alibaba/MNN☆ 1.6万2026年10月20日 更新
Improve MNN inference on OpenCL by measuring bottlenecks and refining GPU kernels, the code that performs calculations. The skill guides baseline measurements, correctness checks, Android device benchmarks, and integration of new OpenCL features with compatibility fallbacks.
中文简介正在准备中。当前显示英语简介。
- Find bottlenecks in a model's GPU inference
- Optimize a specific operator's GPU kernels
- Integrate an OpenCL extension with a fallback
alibaba/MNN☆ 1.6万2026年10月20日 更新
Review Doris code changes using project-specific checklists for data correctness, concurrency, memory safety, compatibility, performance, and tests. Trace related code paths and explain findings with concrete failure scenarios, using query plan trees when reviewing optimizer behavior.
中文简介正在准备中。当前显示英语简介。
- Review newly completed Doris code changes
- Check concurrency and memory management in related code paths
- Assess compatibility and test coverage before merging
apache/doris☆ 1.6万2026年10月20日 更新