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Skill

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ai-finops-governance site/smithery.ai/ai-finops-governance Governs AI development with cost-effectiveness, monitoring, and security guardrails. Use when building s, …

ai-ide-developer site/smithery.ai/ai-ide-developer Master AI-integrated development environments with comprehensive coverage of Windsurf, Cursor, Antigravity, Zed, Clin…

ai-ml-engineer site/smithery.ai/ai-ml-engineer Copilot that assists with machine learning model development, training, evaluation, deployment, and MLOps Trigg…

ai-native-builder-workflow site/smithery.ai/ai-native-builder-workflow A complete end-to-end framework for non-technical product managers to build and ship software using AI coding s.…

ai-orchestration site/smithery.ai/ai-orchestration LLM keyring management, multi-provider support, and AI orchestration

ai-powered-pentesting site/smithery.ai/ai-powered-pentesting Guide for AI-powered penetration testing tools, red teaming frameworks, and autonomous security s.

ai-rules-cli site/smithery.ai/ai-rules-cli >- Use ai-rules CLI to manage and synchronize AI coding rules across multiple AI assistants (Cursor, Claude Code, Git…

ai-sdk-handler site/smithery.ai/ai-sdk-handler Integrate Vercel AI SDK for LLMs, Chatbots, Generative UI, and ic Workflows.

ai-sdk-v6 site/smithery.ai/ai-sdk-v6 Guide for building AI-powered applications using the Vercel AI SDK v6.

aimds site/smithery.ai/aimds AI Manipulation Defense System implementation with Midstream, DB, and lean-ic

alex-mcp site/smithery.ai/alex-mcp OpenAlex MCP server for author disambiguation, affiliations, and works retrieval optimized for AI s.

alogin-cli site/smithery.ai/alogin-cli alogin CLI-only remote server operations for environments where MCP tools are not available (CI pipelines, terminal a…

alto-dev-guide site/smithery.ai/alto-dev-guide Use when developing ALTO itself - editing devenv.nix, hooks/*.py, s/*.md, or checking Claude Code hook/ syn…

always-on-guidance site/smithery.ai/always-on-guidance Always-on rule-oriented guidance for claude-plugin s. Use to align behavior, tool usage, and model-specific defa…

amp-skill site/smithery.ai/amp-skill Interruption pattern detection and retrieval from Amp thread history. Use for analyzing tool rejection patterns and i…

analyze-ablation site/smithery.ai/analyze-ablation Analyze guideline ablation experiment results to determine which guideline sections are essential, marginal, or dispe…

analyze-code site/smithery.ai/analyze-code Deep code analysis using consultant . Identifies technical debt, risks, and improvement opportunities.

annotate site/smithery.ai/annotate Create flexible annotation workflows for AI applications. Contains common tools to explore raw ai logs/transcri…

answer-engine-optimization-playbook site/smithery.ai/answer-engine-optimization-playbook Strategies for getting products and content cited within LLM responses (ChatGPT, Perplexity, Claude). Use this when l…

api-research site/smithery.ai/api-research Researches and validates live data APIs for a given topic. Finds free/public endpoints that work without authenticati…

apl site/smithery.ai/apl Autonomous Phased Looper - Complete digital experience . Handles coding, content, deployment, design, research, …

appflowy-integration site/smithery.ai/appflowy-integration Integration with AppFlowy project management tool for task tracking, database management, and workspace organization.…

appforge-cli-issue-management site/smithery.ai/appforge-cli-issue-management Manage Appforge issues from the CLI coding . Use when changing issue status to Blocked or In review, unclaiming …

approve-spec site/smithery.ai/approve-spec Approve a specification and export it to beads as an epic with tasks. Creates the epic, child tasks, dependencies, an…

architecture-synthesis site/smithery.ai/architecture-synthesis Generate a reference architecture specification from analyzed frameworks.

ark-issues site/smithery.ai/ark-issues Search, list, view, and update existing GitHub issues. Primary use case is CVE tracking and security vulnerability is…

assemblyai-streaming site/smithery.ai/assemblyai-streaming This skill should be used when working with AssemblyAI’s Speech-to-Text and LLM Gateway APIs, especially for streamin…

Async Feedback Loop site/smithery.ai/async-feedback-loop Enables mid-stream course correction by monitoring a FEEDBACK.md file for user interventions. Allows the to inc…

asyncreview site/smithery.ai/asyncreview AI-powered GitHub PR/Issue reviews with ic codebase access. Use when the user needs to review pull requests, ana…

atomic-bead-filing site/smithery.ai/atomic-bead-filing Use when noticing something off (code smell, design smell, workaround) while working and want to capture it without l…

audit-cascade site/smithery.ai/audit-cascade Perform systematic audit-and-correct between phases of multi-step work. Use when PM says "audit cascade", before tran…

auto-tdd-executor site/smithery.ai/auto-tdd-executor Combines Ralph Wiggum loops with structured feature plans for automated TDD-driven development.

automate-something site/smithery.ai/automate-something Create an automation with a Zo task

automating-hammerspoon site/smithery.ai/automating-hammerspoon Manage Hammerspoon hotkeys, launchd s, Ghostty on macOS.

autonomous-browse site/smithery.ai/autonomous-browse Run an autonomous browser to complete a task on a website

autonomous-cloud-orchestration site/smithery.ai/autonomous-cloud-orchestration Orchestrate multi-service AWS workflows with autonomous s. Coordinates across compute, storage, identity, and ob…

avoid-feature-creep site/smithery.ai/avoid-feature-creep Prevent feature creep when building software, apps, and AI-powered products.

aws-coworker-development site/smithery.ai/aws-coworker-development **AWS Coworker Development Guardrails** - MANDATORY when extending or modifying AWS Coworker itself. TRIGGERS (use th…

backend-java site/smithery.ai/backend-java Java Developer . Java/Spring Boot 기반 백엔드 개발을 담당합니다. Spring, JPA, Hibernate, Maven, Gradle 전문.

backend-kotlin site/smithery.ai/backend-kotlin Kotlin Developer . Kotlin 기반 백엔드 개발을 담당합니다. Coroutines, Ktor, Spring Boot + Kotlin 전문.

background-implementer site/smithery.ai/implementing-in-background Run bounded parallel implementation with isolated workers (native worktrees or Codex), respect a dependency DAG, and …

batch-report site/smithery.ai/batch-report Generate post-run analysis reports for batch processing jobs. Analyzes manifests, timings, and failures to produce co…

batch-research site/smithery.ai/batch-research 批量数据采集技能，负责分批并发调度 researcher 抓取所有数据源。

batching-patterns site/smithery.ai/batching-patterns Batch all related operations into single messages for maximum parallelism and performance.

bazinga-db site/smithery.ai/bazinga-db DEPRECATED - Use domain-specific skills instead. Routes to bazinga-db-core, bazinga-db-workflow, bazinga-db-s, o…

bazinga-db-s site/smithery.ai/bazinga-db-s logs, reasoning, and token tracking. Use when logging interactions, saving reasoning, tracking tokens, or manag…

bbs site/smithery.ai/bbs Bulletin board for threaded discussions - create topics, threads, and messages. Use for Q&A, discussions, or leaving …

bdi-mental-states site/smithery.ai/bdi-mental-states This skill should be used when modeling mental states with BDI concepts: beliefs, desires, intentions, RDF-to-b…

beads-orchestration site/smithery.ai/beads-orchestration Multi- orchestration for GitHub Issues using BEADS task tracking

beam-debug-issue-tasks site/smithery.ai/beam-debug-issue-tasks Debug failed/issue tasks from Beam.ai using Langfuse traces. Load when user says "debug issue tasks", "check failed t…