Automation

Explains Linux file permissions (rwx, chmod, chown) in simple terms. Use when the user gets "permission denied" errors, needs to understand file permissions, make scripts executable, or mentions confusion about who can access files.

Create new Claude Code skills in this repository. Use when user wants to add a new skill, create a skill, implement a skill, or extend Claude's capabilities with a custom workflow.

Guidance for working with Awkward Array 2.0 jagged arrays and records in Python. Use when building or debugging `awkward` workflows, including record construction with `ak.zip`, adding fields with `ak.with_field`, filtering/aggregation, combinatorics (`ak.cartesian`/`ak.combinations`), `argmin`/`argmax` slicing, flattening, sorting, and NumPy interop or common Awkward pitfalls.

Use this skill for reinforcement learning tasks including training RL agents (PPO, SAC, DQN, TD3, DDPG, A2C, etc.), creating custom Gym environments, implementing callbacks for monitoring and control, using vectorized environments for parallel training, and integrating with deep RL workflows. This skill should be used when users request RL algorithm implementation, agent training, environment design, or RL experimentation.

Iterative AI development loop for persistent automation. Use when building features overnight, running TDD loops, or tasks needing repeated iteration until success. Triggers on: loop, iterate, overnight, keep trying, until done.

Understand vault organization, weekly writing pipeline (Mon-Sun stages), file conventions, and Make commands. Use when working with vault files, daily notes, blog posts, projects, or referencing vault structure and workflows.

Resets local development database by deleting all data and restarting API container to trigger auto-seeding. SINGLE SOURCE OF TRUTH for dev database reset automation.

This skill should be used when the user asks to "implement the analysis", "run the code", "execute the pipeline", or as Phase 3 of the /ds workflow. Enforces output-first verification at each step.

Validate website parsing and browser automation feasibility by browsing and searching within a user-specified website scope using the chrome-devtools MCP server (mcp_servers.chrome-devtools); summarize results backed by observed page content (real titles/URLs), and open matching pages for review. Use when the user asks you to open a site, find specific content on it, run a site-scoped query, and keep the relevant pages open.

Comprehensive workflow for managing Linear issues. Use when creating, grooming, or working on Linear issues. Handles research-driven issue creation, project matching, feature decomposition into parallelizable sub-tasks, and execution with automatic state management. Proactively helps when user mentions Linear tickets or planning work.

Automate the internationalization process: extracting strings, generating keys, and updating locale files.

Resets local development database by deleting all data and restarting API container to trigger auto-seeding. SINGLE SOURCE OF TRUTH for dev database reset automation.

Configure and manage Hammerspoon automation, window management, key remapping, and app launching. Use when working with ~/.config/hammerspoon config files, adding keybindings, implementing window layouts, or troubleshooting Hammerspoon functionality.

Use when user says "create workflow", "create a workflow", "design workflow", "orchestrate", "automate multiple steps", "coordinate agents", "multi-agent workflow". Creates orchestration workflows from natural language using Socratic questioning to plan multi-agent workflows with visualization.

Automated tooling and detection patterns for JavaScript/TypeScript code quality review

Central coordinator for blog writing workflow with multi-agent execution. USE WHEN user says 'write a blog post', 'create blog content', 'start blog workflow', OR user wants to orchestrate the full blog writing pipeline.

Extract design data from Figma files using REST API scripts. Includes frame extraction, metadata retrieval, screenshots, design token extraction, annotations, and FigJam content for design-to-code workflows.

Architect and implement skills following the Reduce & Delegate (R&D) philosophy. This skill guides creation of both Type 1 (Model-Invoked) "Brain" skills for knowledge injection and Type 2 (Executable) "Hands" skills for deterministic automation, implementing progressive disclosure and structured output patterns.

End-to-end automated daily competition workflow. Orchestrates scrape, analyze, compose, and notify skills - all unattended for cron execution.

Create Raycast script commands for macOS automation. Use when users request creating Raycast scripts, script commands, or want to automate tasks in Raycast. Supports Bash, Python, Node.js, Swift, AppleScript, and Ruby. Handles arguments, output modes (silent, compact, fullOutput, inline), and dashboard widgets.