Discover Testing & security skills, compare source repositories and read the instructions for each workflow.
Greenfield Gary is the Builder and UX Guru. Executes approved plans, turning designs into working code. Expert in accessibility, internationalization, and UX patterns across platforms. Optimistic but discipline...
Complete Go backend development patterns including table-driven tests, mocking, observability (tracing, logging, metrics), and HTTP handler patterns.
Google Cloud Vector Search 2.0 introduction and implementation guide
Agent Development Kit from Google
ADK Bidi-streaming expert with comprehensive knowledge of streaming architecture, implementation patterns, and production best practices
Observe and report on Prometheus installation state, active alerts, AlertManager configuration, and rule evaluation status. Trigger with /prometheus-status
Write SKILL.md for the user using all available wisdom and documented guidance about how Agent Skills are made. New skills are written carefully to be orthogonal to the existing skills in the same repo.
Adapt kube-state-metrics configuration for monitoring non-Flux resources like Crossplane Managed Resources and Compositions beyond standard KStatus patterns. Trigger with /ksm-crossplane
Detect potential hallucinations by tracing claims back to source materials and validating whether fetched information was actually used to support conclusions. Trigger with /hallucination-check
Install and configure AlertManager following monitoring guide patterns and best practices for Kubernetes environments. Trigger with /alertmanager-install
Operate the templating system for onboarding new Crossplane resource types with automated metric configuration and alert rule generation. Trigger with /template-generate
Install and validate Flux Operator installations, check GitOps connectivity, access the Flux UI status page, and configure MCP server integration. Trigger with /flux-status
Evaluate Python test suite quality using mutmut to introduce code mutations and verify tests catch them. Use for mutation testing, test quality assessment, mutant detection, and test effectiveness analysis.
Analyze Mixpanel analytics data using the mixpanel_data Python library or mp CLI. Use when working with Mixpanel event data, user profiles, funnels, retention, cohorts, segmentation queries, JQL scripts, or SQL...
Use when generating synthetic training data for multi-turn conversation fine-tuning. Triggers - have design artifacts ready, need to generate conversations, ready to assess quality. Requires finetune-design fir...
Use when starting a fine-tuning project to determine if fine-tuning is needed, or when evaluating whether a base model meets quality thresholds for a specific domain task
Use when training a fine-tuned model and evaluating improvement over base model. Triggers - have filtered training data, ready to submit training job, need to convert to GGUF. Requires finetune-generate first.
Use when preparing to fine-tune an LLM for multi-turn conversations, before generating any training data. Triggers - starting a fine-tuning project, need to define evaluation criteria, designing conversation da...
Perform thorough, constructive pull request reviews using parallel specialized agents. Use when user wants to review a PR, provide code review feedback, or assess code changes. Features confidence-scored issues...
Guide PR authoring from creation through review completion. Use when creating/submitting/authoring pull requests, writing PR descriptions, responding to reviewer comments, or implementing review feedback. Cover...
Comprehensive GitHub issue lifecycle management from creation through resolution. Use when creating/viewing/editing/managing GitHub issues, writing issue descriptions, creating sub-issues, linking parent/child...
PROACTIVELY convert approved OpenSpec specs into Beads issues when user applies a change or explicitly approves implementation. Creates trackable work with dependencies, discovers gaps, and maintains audit trai...
PROACTIVELY enforce Test-Driven Development when implementing features or fixing bugs. Ensures tests are written BEFORE code. Use for new methods, services, repositories, or bug fixes. Guides RED-GREEN-REFACTOR...
PROACTIVELY analyze completed Beads issues to identify patterns, tech debt, and gaps. Suggests new OpenSpec proposals based on discovered work. Use after closing issues or when user asks "what should we work on...
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