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Implements Retrieval-Augmented Generation (RAG) patterns to enhance agents with custom knowledge bases. Use this when agents need to search through documents, retrieve context from a knowledge base, or ground r...
Customizes what information the LLM receives for each generation. Use this to control message history, implement RAG context injection, search across threads, and provide custom context.
Sets up and configures Convex agents for chat-based AI interactions. Use this when initializing agent instances, creating conversation threads, and generating basic text or structured responses from LLMs. Essen...
Sends, saves, retrieves, and manages messages within agent conversations. Use this when handling user messages, displaying conversation history, and working with UIMessages for rich rendering.
Create, validate, and refine Claude Code subagents for reliable delegation. Use when building new subagents, validating existing ones, improving quality, scoping tool access, configuring permission modes, or se...
Execute tasks from the current track's plan using TDD workflow. Implements tasks phase by phase with progress tracking.
Start a new feature or bug track. Generates spec.md and plan.md with phased tasks for Context-Driven Development.
Display current progress of Draft tracks and active tasks. Shows phases, completion percentages, and blocked items.
Git-aware revert that understands Draft tracks, phases, and tasks. Safely undo work at task, phase, or track level.
Execute tracer bullet development - implement tasks with validation, code review gates, demos, and learning propagation.
Create a well-formatted git commit following best practices
Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends an agent's capabilities with specialized knowledge, workflows, or...
This skill provides guidance for building workflow visualizations using Vercel AI Elements and React Flow. It should be used when implementing interactive node-based interfaces, workflow diagrams, or process fl...
This skill provides comprehensive documentation for all 23 Vercel AI Elements components organized by category (Message, Conversation, Input/Interaction, Content Display, AI Processing, Advanced Features). Use...
Orchestrate multi-simulation campaigns including parameter sweeps, batch jobs, and result aggregation. Use for running parameter studies, managing simulation batches, tracking job status, combining results from...
Model configuration editor for ~/.pi/agent/models.json with multi-protocol curl testing support.
Flux GitOps patterns for the homelab Kubernetes platform using ResourceSets. Use when: (1) Adding new Helm releases or applications to the platform, (2) Deploying a new service to Kubernetes, (3) Debugging Flu...
Kubernetes SRE debugging and incident investigation for pod failures, crashes, and service issues. Use when: (1) Pods not starting, stuck, or failing (CrashLoopBackOff, ImagePullBackOff, OOMKilled, Pending), (...
Create, modify, and maintain Taskfiles following Task (https://taskfile.dev) best practices. Use when: (1) Creating new tasks or Taskfiles, (2) Modifying existing task definitions, (3) Adding new task includes...
Homelab infrastructure management with Terragrunt, OpenTofu, and Terraform patterns. Use when: (1) Planning or applying infrastructure changes to dev/integration/live clusters, (2) Adding/modifying machines in...
Deploy applications using bjw-s/app-template Helm chart - a flexible chart for helmifying container images without dedicated charts. Use when: (1) Deploying container images that lack official Helm charts, (2)...
Search kubesearch.dev to research how other homelabs configure Helm charts. Use when: (1) Configuring a new Helm release, (2) Looking for configuration examples, (3) Comparing approaches across repositories, (...
Query Prometheus API for cluster metrics, alerts, and observability data. Use when investigating cluster health, performance issues, resource utilization, or alert status. Triggers on questions like "what's the...
Write OpenTofu/Terraform modules and comprehensive tests for homelab infrastructure. Use when: (1) Creating new OpenTofu or Terraform modules, (2) Writing or modifying .tftest.hcl test files, (3) Adding variab...
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。