Find the perfect capability for your agent.
Route any website you need to visit through markdown.new by prefixing the URL. **WHEN TO USE:** - You would normally open a website link to read content (docs, blog posts, changelogs, GitHub issues, etc.) - You need a cleaner, Markdown-friendly view for copying notes or summarizing
Read and search GitHub repository documentation via gitmcp.io MCP service. **WHEN TO USE:** - User provides a GitHub URL - User mentions a specific repo in owner/repo format - User asks "what does this repo do?", "read the docs for X repo", or similar - User wants to search code or docs within a repo
Add a Codex plugin from a GitHub repo to a repo or personal marketplace using the current Codex plugin layout and marketplace metadata.
Generate release notes for app stores (Android Play Store, iOS App Store, macOS App Store, Linux Flatpak). Use when the user asks for changelogs, release notes, or store descriptions based on git history.
Use this skill for GitHub issue, PR, and release operations for Weekly blog via gh CLI.
Search and install skills from skills.sh and GitHub repos. Use when users ask to find skills, install skills, download skills, add skills from GitHub, search for skills, browse skills, get a skill, or want new capabilities. Trigger phrases include "install skill", "find skill", "search skills", "add skill", "download skill", "get skill from github", "skills.sh", "browse skills", "what skills are available", "I need a skill for".
File a GitHub issue from the current conversation. Use when bugs, regressions, or improvements are identified during a session and need to be captured as a tracked issue.
Fix a bug using test-driven development. Analyze the problem, write a failing test first, fix the code, validate, then commit. Use for in-branch bug fixes where the issue is already understood. For bugs originating from a GitHub issue, prefer fix-issue instead.
Write in Marin's house style for public and internal text. Use when drafting or revising blog posts, technical reports, documentation, GitHub issues, experiment issues, Discord updates, or other Marin-authored writing.
Retire legacy experiment scripts behind an archive tag and leave breadcrumbs on GitHub issues. Use when asked to archive, clean up, or retire old experiments.
Reference workflow for Amiberry packaging, install-layout, and runtime-path fixes. Use for distro packaging changes, `BUNDLE_SDL`, RPATH and shared-library bundling work, DEB or RPM dependency adjustments, CI matrix packaging toggles, Windows portable install detection, and executable-directory vs current-working-directory path bugs in files such as `cmake/linux/install.cmake`, `packaging/CMakeLists.txt`, `.github/workflows/c-cpp.yml`, and `src/osdep/amiberry.cpp`.
Multi-source ML dataset discovery. Search HuggingFace Hub, OpenML, GitHub, and paper cross-references for datasets relevant to a research task. Use when asked to "find datasets for", "search ML datasets", "what datasets exist for", or "discover training data for".
Communications-domain literature review with Claude-style knowledge-base-first retrieval. Use when the task is about communications, wireless, networking, satellite/NTN, Wi-Fi, cellular, transport protocols, congestion control, routing, scheduling, MAC/PHY, rate adaptation, channel estimation, beamforming, or communication-system research and the user wants papers, related work, a survey, or a landscape summary. Search Zotero, Obsidian, and local paper folders first when available, then search IEEE Xplore, ScienceDirect, ACM Digital Library, and broader web in that order.
通过 GitHub MCP 获取用户 PR 并生成周报。当用户提到生成周报、写周报时使用。
Commit changes, push to GitHub, and open a PR. Includes quality checks (security, patterns, simplification). Use --quick to skip checks.
