Coding standards, frameworks, refactoring, and code review (16.8K skills)
Package an existing custom diffusers block into a directory ready for Hub upload. Select a class from a Python file and save its source, configuration, and associated files so others can load the block.
Integrate a model or pipeline into diffusers, from file structure and weight conversion to tests and documentation. Verify numerical agreement with the original implementation, with modular pipelines as the preferred starting point for new integrations.
Present results returned by a Codex helper while preserving findings, severity, file references, and uncertainty. This internal guidance also covers reporting edited files, failed runs, and setup requirements, with user confirmation before fixing review findings.
Forward tasks from Claude Code's rescue subagent to Codex through a helper script. This internal skill handles model and effort options, fresh or resumed runs, and write access, then returns the helper's output unchanged.
Organize an Electron app by placing new code in the right process and directory. Apply naming rules, component structure conventions, and process boundaries to guide additions and review existing code.
Manage multilingual interface text through translation keys. Follow the configured language list, reuse existing wording, update every locale, and regenerate and validate key types when adding text or translation modules.
This retirement notice directs users from the removed `$ralph` command to `$ultragoal`. It explains how the replacement's single-goal workflow covers persistent progress tracking, implementation, verification evidence, and resuming work previously handled by Ralph.
Review a defined code change through independent code and architecture reviewers. Receive severity-rated findings with file and line references, concrete fixes, and a final recommendation on whether the change is ready to merge.
Coordinate multiple agents in tmux, a terminal session manager, using shared tasks and persistent messages. Assign work, monitor progress and blockers, verify worker results, and shut down the team after tasks and state updates are complete.
Coordinate a worker agent in a tmux-based OMX Team through startup acknowledgements, task claims, status transitions, and mailbox checks. Keep task ownership, completion evidence, and idle status visible to the team.
Find the migration path for the removed OMX parallel execution command. This retirement notice directs users to replace `$ultrawork` with `$team`, which manages worker panes, shared task state, messaging, dispatch, and coordinated worker lifecycles.
Develop an implementation plan through sequential Planner, Architect, and Critic reviews. Compare options, document risks and acceptance checks, and preserve the plan and review records for a later handoff to `$ultragoal`.
Investigate repository behavior, architecture, or possible causes without changing files. Trace relevant code and supporting material, then rank explanations by evidence and confidence, with concrete file references and clear distinctions between observations, conclusions, and unresolved questions.
Clean up working code by identifying duplication, dead code, unnecessary layers, and error paths that hide failures. Preserve behavior with targeted tests, simplify the requested files in stages, and report verification results and remaining risks.
Manage local SKILL.md files with commands for listing, searching, creating, editing, removing, and comparing skills. A guided setup helps organize user and project skills, while validation checks file structure and required metadata.
Take an idea or issue through requirements clarification, reviewed planning, implementation, and verification. Supervise all stages in one recoverable OMX workflow, preserving artifacts and progress so work can resume or return to planning when findings require changes.
Turns implementation requests into concise work plans with file references, testable acceptance criteria, risks, and verification steps. It can clarify vague requirements through focused questions, generate a plan directly, or review an existing plan.
Create a saved plan for multiple goals in a repository, then execute it step by step with Codex goal mode. Track progress, verification evidence, review results, and blockers before marking the plan complete.
Route Git tasks to a dedicated agent to organize commits, branches, and project history. It supports focused commits, repository commit style detection, and interactive rebasing, which lets you reorganize existing commits.
Builds or restyles interfaces against an approved image or live web page. It guides repeated visual checks and pixel comparisons, then preserves reusable styling rules and components alongside screenshots and verification evidence.
Run performance improvements as a measured workflow in OMX and Codex goal mode. Define an evaluation command and success criteria, make small reversible changes, and retain evidence before declaring the work complete.
Plan a WxJava upgrade by checking dependencies, Java requirements, configuration, and public API compatibility. The skill organizes changes into stages with compilation checks, regression tests, gradual rollout, and clear conditions for rolling back.
Troubleshoot WxJava failures using logs, exceptions, and request details. The skill helps isolate configuration, access token, signature, payment certificate, callback, and network issues, then proposes a minimal fix with steps to verify the result.
Plan a WxJava integration for Java, Spring Boot, or Solon projects. Get module choices, dependency and configuration examples, minimal API calls, and local verification steps tailored to the WeChat product and account setup.