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Synchronize project CLAUDE.md with recent codebase changes by analyzing git history, reviewing against official Anthropic best practices using parallel agents, and proposing comprehensive updates. Use when CLAU...
Iteratively improve artifacts via parallel reviewers with anchor-based drift prevention. NOT for: one-shot edits, simple fixes, tasks without measurable quality. USE for: skills, prompts, commands, agents needi...
Create distinctive, user-respecting command-line interfaces with exceptional UX. Use this skill when the user asks to build CLI tools, scripts, or terminal applications. Generates well-crafted CLIs that follow...
Turn discussions into executable, self-contained implementation plans. USE for: multi-file features, architectural changes, unfamiliar tech requiring research, handoff to future sessions or other agents. SKIP f...
Build Python/K8s/AWS with minimal code. Every line is a liability. Use on 'build', 'implement', 'add', 'create', 'deploy'. Prioritizes deletion, reuse, and configuration over new code.
Ruthless code review for Python, Kubernetes, and AWS. Hunts for downstream problems, security issues, and unnecessary complexity. Triggers on "review", "check", "audit", "what could go wrong".
Airflow DAG patterns, KubernetesPodOperator, and debugging. Triggers on "dag", "airflow", "task", "operator", "KPO", "scheduler", "XCom".
Ruthless code review for Python, Kubernetes, and AWS. Hunts for downstream problems, security issues, and unnecessary complexity. Use on 'review', 'check', 'audit', 'what could go wrong'.
Python policy: uv-first, PEP 723 scripts, run via uv run
Create and debug AWS IAM policies with least-privilege. Use on 'IAM policy', 'permission denied', 'access denied', 'not authorized', 'create role'.
Build Python/K8s/AWS with minimal code. Every line is a liability. Triggers on "build", "implement", "add", "create", "deploy". Prioritizes deletion, reuse, and configuration over new code.
Debug Kubernetes issues using kubectl, logs, events, and resource inspection. Use on 'pod not starting', 'crash loop', 'OOMKilled', 'debug k8s', 'why is pod failing'.
SQLite-based progress tracking for long-lived tasks. ONLY use when user explicitly says 'sqlite-tracker-init' or 'setup agent sqlite tracker'.
Query AWS infrastructure using steampipe SQL. Use on 'what resources', 'find instances', 'list buckets', 'show IAM', 'audit AWS', 'security groups', or any AWS resource discovery task.
Airflow DAG patterns, KubernetesPodOperator, and debugging. Use on 'dag', 'airflow', 'task', 'operator', 'KPO', 'scheduler', 'XCom'.
Debug Kubernetes issues using kubectl, logs, events, and resource inspection. Triggers on "pod not starting", "crash loop", "OOMKilled", "debug k8s", "why is pod failing".
Generate game assets (sprites, UI icons, backgrounds, tilesets) using DALL-E 3 from a YAML specification file. Use when user asks to create game art, generate sprites, or make game graphics.
Create minimal POC to validate technical hypotheses. Reuse/call existing code, or write new if needed. Report success or propose alternatives on failure.
Orchestrates full feature implementation using Standard, TDD, or BDD workflows with automated quality gates.
Expertly integrate Agents Playbook MCP into external AI frameworks and design sophisticated workflows using 2026 models.
macOS automation using AppleScript and JavaScript for Automation (JXA). Use when automating macOS apps, controlling system features, scripting applications like Music, Notes, Finder, Safari, or any scriptable a...
Use when writing Zig code. Contains Zig 0.15 API changes and patterns.
Designs, implements, and deploys Microsoft 365 Copilot agents using TypeSpec and ATK CLI. Provides architectural guidance, capability configuration, security patterns, and lifecycle management. Use when develop...
Quickly scaffolds new Microsoft 365 Copilot declarative agent (M365 agent, copilot agent, agent, declarative copilot, copilot) projects using ATK CLI. Collects project information and creates the initial projec...
The default order uses GitHub repository stars from our indexed data. Stars belong to the source repository and may be shared by multiple skills. They indicate repository interest, not skill installs or an independent quality score.