dotfiles

Use when searching for academic papers, research references, or scientific literature on arxiv.org. Triggers when user asks to find papers, citations, related work, or state-of-the-art research on a topic.

Interact with Confluence Cloud via REST API — create pages, update content, search with CQL, read documentation, and manage spaces. Use this skill whenever the user mentions Confluence pages, wiki, documentation, knowledge base, spaces, or anything related to Confluence content management, even if they don't explicitly say 'Confluence'.

Use when searching for codebase architecture, structure, or documentation of open-source GitHub repositories via DeepWiki. Triggers when user asks to understand a repo's architecture, internals, codebase structure, or how a specific subsystem works in an open-source project.

Use when searching for open-source implementations, code repositories, or reference codebases on GitHub. Triggers when user asks to find code, implementations, libraries, or projects related to a technical topic.

Use when synthesizing information from multiple research sources (papers, repos, blogs) into a coherent knowledge base. Triggers when multiple references have been gathered and need to be integrated, deduplicated, or cross-referenced.

Interact with Jira Cloud via REST API — create issues, search with JQL, view details, update fields, transition workflow states, add comments, list projects, and browse boards/sprints. Use this skill whenever the user mentions Jira tickets, issues, sprints, boards, JQL, or anything related to Jira project management, even if they don't explicitly say 'Jira'.

Automatically fill PR template from plan.md, commit, push, and open a GitHub pull request for the current branch. Use when the user says "open pr", "create pr", "submit pr", or any variation of opening a pull request.

Use when writing a structured research report that synthesizes findings from papers, code, and blogs into a final document. Triggers when user asks to write a report, summary document, literature review, or research brief on a topic.

Scan code for security vulnerabilities and provide fix guidance. Use when the user asks to find security issues, vulnerabilities, security review, hardcoded secrets, injection flaws, or anything related to code security auditing. Covers Python and C++ codebases including NPU SDK and ML framework contexts.

Use when searching for technical blog posts, tutorials, or explanatory articles about a research or engineering topic. Triggers when user asks to find blog posts, tutorials, write-ups, or practical explanations beyond academic papers.

Testing principles and strategies for writing and running tests. Reference when working with test files.

Code quality management including linter compliance, dependency management, and error handling. Automatically applied to all code work.

C++ coding style guide based on LLVM style. Reference when working with C++ files (*.hpp, *.cpp, *.h).

Core development principles for code quality, object-oriented design, and package structure. Automatically applied to all development work.

Development workflow including TDD, refactoring process, and code change workflow. Automatically applied to all development work.

Documentation standards for README and code documentation. Reference when working on documentation or public APIs.

Git workflow and commit standards. Reference when committing code or managing git operations.

Standards for writing HANDOFF.md to transfer context between agents or sessions.

Automatically fill PR template from plan.md, commit, push, and open a GitHub pull request for the current branch. Use when the user says "open pr", "create pr", "submit pr", or any variation of opening a pull request.

Fetch GitHub PR review comments for the current branch, implement fixes, and commit/push. Always operates on whatever branch the user is currently on. Use when the user says "fix pr", "fix pr reviews", "fix review comments", "address pr feedback", or any variation of fixing PR/code review feedback.

Python coding style guide including typing, docstrings, and code organization. Reference when working with Python files (*.py, *.pyi).