Agent skills
Skills you can use with AI coding agents, indexed from public GitHub repositories.
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brainstorming-partner
Interactive brainstorming thought partner. Generates ideas, conducts field-based research, shares opinions, and asks clarifying questions to build on ideas collaboratively. Designed for open-ended discussion, not one-shot answers.
majiayu000/claude-skill-registry 163
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3d-cv-labeling-2026
Expert in 3D computer vision labeling tools, workflows, and AI-assisted annotation for LiDAR, point clouds, and sensor fusion. Covers SAM4D/Point-SAM, human-in-the-loop architectures, and vertical-specific training strategies. Activate on '3D labeling', 'point cloud annotation', 'LiDAR labeling', 'SAM 3D', 'SAM4D', 'sensor fusion annotation', '3D bounding box', 'semantic segmentation point cloud'. NOT for 2D image labeling (use clip-aware-embeddings), general ML training (use ml-engineer), video annotation without 3D (use computer-vision-pipeline), or VLM prompt engineering (use prompt-engineer).
majiayu000/claude-skill-registry 163
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gcp-bigquery
Google Cloud's BigQuery is a serverless, fully managed data warehouse for running SQL queries on large datasets.
majiayu000/claude-skill-registry 163
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frontend-development
前端页面开发。当用户需要开发 Web 应用、创建 UI 组件、实现交互功能或优化前端性能时使用此技能。
majiayu000/claude-skill-registry 163
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inline-pr-comments
Post inline PR review comments on specific lines. Use this skill to deliver code review feedback as inline comments rather than a single summary.
majiayu000/claude-skill-registry 163
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optimize
Performance deep-dive orchestrator. Establishes a baseline, spawns perf-optimizer agent to identify the real bottleneck, and produces a before/after report. Covers CPU, memory, Input/Output (I/O), concurrency, and Machine Learning (ML) / Graphics Processing Unit (GPU) workloads.
majiayu000/claude-skill-registry 163
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optimizing-costs
Optimize cloud infrastructure costs through FinOps practices, commitment discounts, right-sizing, and automated cost management. Use when reducing cloud spend, implementing budget controls, or establishing cost visibility across AWS, Azure, GCP, and Kubernetes environments.
majiayu000/claude-skill-registry 163
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fastmcp
Build MCP servers in Python with FastMCP to expose tools, resources, and prompts to LLMs. Supports storage backends, middleware, OAuth Proxy, OpenAPI integration, and FastMCP Cloud deployment. Prevents 30+ errors.
Use when: creating MCP servers, or troubleshooting module-level server, storage, lifespan, middleware, OAuth, background tasks, or FastAPI mount errors.
majiayu000/claude-skill-registry 163
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research
Systematic technical and scientific research for algorithms, papers, libraries, and implementation strategies. Use when investigating new algorithms, comparing approaches, finding reference implementations, reviewing literature, or gathering information before design decisions.
majiayu000/claude-skill-registry 163
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customer-journey-map
Create a customer journey map across stages, touchpoints, actions, emotions, and metrics. Use when diagnosing a broken experience or aligning a team on the full customer flow.
majiayu000/claude-skill-registry 163
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worker-benchmarks
Run comprehensive worker system benchmarks and performance analysis
majiayu000/claude-skill-registry 163
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slo-implementation
Define and implement Service Level Indicators (SLIs) and Service Level Objectives (SLOs) with error budgets and alerting. Use when establishing reliability targets, implementing SRE practices, or measuring service performance.
majiayu000/claude-skill-registry 163
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arcanea-lore
majiayu000/claude-skill-registry 163
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aspire-configuration
Configure Aspire AppHost to emit explicit app config via environment variables; keep app code free of Aspire clients and service discovery.
majiayu000/claude-skill-registry 163
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create-skill
Use when users want to create a new skill (or update an existing skill) that extends agent capabilities with specialized knowledge, workflows, or tool integrations.
majiayu000/claude-skill-registry 163
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caching-strategy
Cache expensive operations to avoid redundant work across workflow phases. Caches project docs (15min TTL), npm info (60min), grep results (30min), token counts (until file modified), web searches (15min). Auto-triggers when detecting repeated reads of same files or repeated API calls. Saves 20-40% execution time.
majiayu000/claude-skill-registry 163
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build-fix
Fix build errors with minimal changes
majiayu000/claude-skill-registry 163
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vertical-slice-contract-repair
How to rescue a cross-layer vertical slice when placeholders and contract drift have diverged
majiayu000/claude-skill-registry 163
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video-processing-editing
FFmpeg automation for cutting, trimming, concatenating videos. Audio mixing, timeline editing, transitions, effects. Export optimization for YouTube, social media. Subtitle handling, color grading, batch processing. Use for videogen projects, content creation, automated video production. Activate on "video editing", "FFmpeg", "trim video", "concatenate", "transitions", "export optimization". NOT for real-time video editing UI, 3D compositing, or motion graphics.
majiayu000/claude-skill-registry 163
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PostHog Feature Flags
A/B testing, gradual rollouts, flag evaluation
majiayu000/claude-skill-registry 163
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GraphQL Mobile
GraphQL client integration for mobile applications
majiayu000/claude-skill-registry 163
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agent-refinement
Agent skill for refinement - invoke with $agent-refinement
majiayu000/claude-skill-registry 163
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apollo-server
Guide for building GraphQL servers with Apollo Server 5.x. Use this skill when: (1) setting up a new Apollo Server project, (2) writing resolvers or defining GraphQL schemas, (3) implementing authentication or authorization, (4) creating plugins or custom data sources, (5) troubleshooting Apollo Server errors or performance issues.
majiayu000/claude-skill-registry 163
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log-evidence
Record findings from completed offline human tasks (interviews, observations, outreach) back into the canvas. The re-entry point after /handoff.
majiayu000/claude-skill-registry 163