Agent skills
Skills you can use with AI coding agents, indexed from public GitHub repositories.
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dotnet-testing-advanced-webapi-integration-testing
ASP.NET Core WebApi 整合測試完整指南。涵蓋 WebApplicationFactory、IExceptionHandler、ProblemDetails 標準格式驗證。包含 Testcontainers 多容器編排、Flurl URL 建構、AwesomeAssertions HTTP 驗證。
Keywords: webapi integration testing, WebApplicationFactory, asp.net core integration test, webapi 整合測試, IExceptionHandler, ProblemDetails, ValidationProblemDetails, AwesomeAssertions, Flurl, Respawn, Be201Created, Be400BadRequest, 多容器測試, Collection Fixture, 全域例外處理
majiayu000/claude-skill-registry 163
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architectural-forensics
Master protocol for deconstructing agent frameworks to inform derivative system architecture. Use when (1) analyzing an agent framework's codebase comprehensively, (2) comparing multiple frameworks to select best practices, (3) designing a new agent system based on prior art, (4) documenting architectural decisions with evidence, or (5) conducting technical due diligence on AI agent implementations. This skill orchestrates sub-skills for data substrate, execution engine, cognitive architecture, and synthesis phases.
majiayu000/claude-skill-registry 163
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remove-comments
Clean obvious and redundant comments from code
majiayu000/claude-skill-registry 163
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writing-claude-skills
Create properly formatted Claude Code skills with YAML frontmatter, directory structure, and best practices. Use when creating new skills, converting documentation to skills, or learning how to write skills.
majiayu000/claude-skill-registry 163
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moodle-external-api-development
Create custom external web service APIs for Moodle LMS. Use when implementing web services for course management, user tracking, quiz operations, or custom plugin functionality. Covers parameter validation, database operations, error handling, service registration, and Moodle coding standards.
majiayu000/claude-skill-registry 163
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binary-analysis-patterns
Master binary analysis patterns including disassembly, decompilation, control flow analysis, and code pattern recognition. Use when analyzing executables, understanding compiled code, or performing static analysis on binaries.
majiayu000/claude-skill-registry 163
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isocom
Isocom Components MPN encoding patterns, suffix decoding, and handler guidance. Use when working with Isocom optocouplers or IsocomHandler.
majiayu000/claude-skill-registry 163
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anndata
Data structure for annotated matrices in single-cell analysis. Use when working with .h5ad files or integrating with the scverse ecosystem. This is the data format skill—for analysis workflows use scanpy; for probabilistic models use scvi-tools; for population-scale queries use cellxgene-census.
majiayu000/claude-skill-registry 163
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pydantic-model
Pydantic v2 model patterns for req/res validation, MongoDB conversion, validation rules. Travel Panel conventions.
majiayu000/claude-skill-registry 163
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modern-auth-2026
Modern authentication implementation for 2026 - passkeys (WebAuthn), OAuth (Google, Apple), magic links, and cross-device sync. Use for passwordless-first authentication, social login setup, Supabase Auth, Next.js auth flows, and multi-factor authentication. Activate on "passkeys", "WebAuthn", "Google Sign-In", "Apple Sign-In", "magic link", "passwordless", "authentication", "login", "OAuth", "social login". NOT for session management without auth (use standard JWT docs), authorization/RBAC (use security-auditor), or API key management (use api-architect).
majiayu000/claude-skill-registry 163
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gemini-imagegen
Generate and edit images using the Gemini API (Nano Banana Pro). Use this skill when creating images from text prompts, editing existing images, applying style transfers, generating logos with text, creating stickers, product mockups, or any image generation/manipulation task. Supports text-to-image, image editing, multi-turn refinement, and composition from multiple reference images.
majiayu000/claude-skill-registry 163
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startup-data-scientist
Data scientist specializing in startup analytics, user behavior tracking, and metrics analysis for Lean Startup and Customer Development methodologies. Use when analyzing user data, setting up analytics, measuring validation metrics, cohort analysis, or when user asks about tracking, metrics, data analysis, or measuring startup hypotheses.
majiayu000/claude-skill-registry 163
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bulk-rna-seq-batch-correction-with-combat
Use omicverse's pyComBat wrapper to remove batch effects from merged bulk RNA-seq or microarray cohorts, export corrected matrices, and benchmark pre/post correction visualisations.
majiayu000/claude-skill-registry 163
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discover-distributed-systems
Automatically discover distributed systems skills when working with consensus, CRDTs, replication, partitioning, and distributed algorithms
majiayu000/claude-skill-registry 163
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clickhouse-grafana-monitoring
ClickHouse analytics and Grafana dashboard configuration for Vigil Guard v2.0.0 monitoring. Use when querying logs, analyzing 3-branch detection metrics, creating dashboards, investigating events, working with n8n_logs database, managing retention policies, or monitoring branch performance (branch_a_score, branch_b_score, branch_c_score).
majiayu000/claude-skill-registry 163
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web-audio
Production-tested patterns for fault-tolerant browser audio with zero-lag rapid-fire support. Use when implementing sound effects, background music, voice feedback, or any audio playback in web applications. Covers AudioContext singleton, preloading, cloneNode for rapid-fire, autoplay handling, and Web Audio API effects.
majiayu000/claude-skill-registry 163
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visual-design-foundations
Apply typography, color theory, spacing systems, and iconography principles to create cohesive visual designs. Use when establishing design tokens, building style guides, or improving visual hierarchy and consistency.
majiayu000/claude-skill-registry 163
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advanced-agentdb-vector-search-implementation
Advanced AgentDB Vector Search Implementation operates on 3 fundamental principles:
majiayu000/claude-skill-registry 163
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posthog-rate-limits
Implement PostHog rate limiting, backoff, and idempotency patterns.
Use when handling rate limit errors, implementing retry logic,
or optimizing API request throughput for PostHog.
Trigger with phrases like "posthog rate limit", "posthog throttling",
"posthog 429", "posthog retry", "posthog backoff".
majiayu000/claude-skill-registry 163
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lhott-cohesive-linear
Cohesive Linear HoTT patterns for interaction entropy with diagram generation. Implements Schreiber's cohesive modalities (♯,♭,ʃ) and Riley's linear modality (♮) for quantum-classical bridging.
majiayu000/claude-skill-registry 163
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restart-dev-containers
Restarts WitchCityRope Docker DEVELOPMENT containers using the CORRECT procedure. Handles shutdown, rebuild with dev compose overlay, health checks, and compilation verification. Ensures environment is ready for development. SINGLE SOURCE OF TRUTH for dev container restart process. Uses -p witchcityrope-dev for isolation from test containers.
majiayu000/claude-skill-registry 163
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organizational-design
Design or redesign an org structure and operating model by producing an Organizational Design Pack (design brief, current-state map, operating-model decision, target org blueprint, transition plan). Use for org design, reorgs, team topology, functional vs divisional structures, and centralized vs decentralized decision-making. Category: Leadership.
majiayu000/claude-skill-registry 163
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deployment-pipeline-design
Design multi-stage CI/CD pipelines with approval gates, security checks, and deployment orchestration. Use when architecting deployment workflows, setting up continuous delivery, or implementing GitOps practices.
majiayu000/claude-skill-registry 163
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web-to-markdown
Use ONLY when the user explicitly says: 'use the skill web-to-markdown ...' (or 'use a skill web-to-markdown ...'). Converts webpage URLs to clean Markdown by calling the local web2md CLI (Puppeteer + Readability), suitable for JS-rendered pages.
majiayu000/claude-skill-registry 163