scripts/rotate_pdf.cjs` script would be helpful to store in the skill
Example: When designing a `frontend-webapp-builder` skill for queries like
"Build me a todo app" or "Build
Triages GitHub issues by routing to oncall teams, applying labels, and closing questions. Use when processing new PyTorch issues or when asked to triage an issue.
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their CI — PR-green under an old workflow ≠ main-green.
4. Gate: "Tests (backend + frontend)" green + MERGEABLE.
5. After EVERY merge: watch `main`'s own post-merge runs to green
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localization, fix quality, keep-main-green — plus: gate every merge on the "Tests (backend + frontend)" check passing and the PR being MERGEABLE, and check the open-PR queue before implementing
1 project uses a version of this
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Automated coordination, formatting, and learning from Claude Code operations using intelligent hooks with MCP integration. Includes pre/post task hooks, session management, Git integration, memory coordination, and neural pattern training for enhanced development workflows.
Implement ReasoningBank adaptive learning with AgentDB's 150x faster vector database. Includes trajectory tracking, verdict judgment, memory distillation, and pattern recognition. Use when building self-learning agents, optimizing decision-making, or implementing experience replay systems.
Create new Claude Code Skills with proper YAML frontmatter, progressive disclosure structure, and complete directory organization. Use when you need to build custom skills for specific workflows, generate skill templates, or understand the Claude Skills specification.
Orchestrate multi-agent swarms with agentic-flow for parallel task execution, dynamic topology, and intelligent coordination. Use when scaling beyond single agents, implementing complex workflows, or building distributed AI systems.
Alternative Frontend to vLLM Engine in Rust
This project implements an alternative, Rust-native frontend to the vLLM Engine. It is still experimental and actively evolving. The Python frontend
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Review and improve the code comments a PR or branch adds, against the standard in docs/developer/CODE_COMMENTS.md: cut the ones that restate the code, tighten the verbose ones, reframe what-comments into the why or the constraint, and add the contract docs the change left missing. Runs comment-lint for the mechanical rules first, then judges what a linter cannot: padding around one real fact, facts already stated by a type or a name, comments that will go stale on the next unrelated change, and new public surfaces left undocumented. Applies comment-only edits and reports every verdict in chat. Use when asked to review, clean up, trim, thin out or improve the comments on a PR or branch, to strip AI-looking narration before requesting review, or when comment-lint findings need judgment rather than a mechanical fix. Pass --report-only to change nothing.
3 projects use a version of this
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Analyse a branch or PR and automatically capture before/after screenshots of every UI surface its changes touch, then pixel-diff the pairs to surface what actually changed and assemble PR-ready before/after montage images. Generic and diff-driven: it derives the capture targets from the diff (changed tools/routes → URLs) instead of hand-listing screens, captures "before" from the base branch and "after" from the head, then keeps only the views that visually differ. Each comparison is auto-cropped to the region that actually changed (the bounding box of differing pixels), falling back to the full page only when the change spans most of it. Use for before/after shots, a visual diff of a branch/PR, "screenshots for the PR description", "show what changed in the UI", or a side-by-side of UI changes. Takes a PR number/URL (resolved via gh) or a branch; defaults to the current branch vs its base. Flags: --scope <selector>, --base <ref|merge-base>, --theme light|dark|both, --all (capture every route, not just changed), --no-autocrop, --pagewide <n>, --threshold <n>.
1 project uses a version of this
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Plain text files in a repository that tell a coding agent how the project works: commands to run, conventions to follow and things to avoid. CLAUDE.md, AGENTS.md, cursor rules and skills are the common kinds.
CLAUDE.md or AGENTS.md?
CLAUDE.md is read by Claude Code. AGENTS.md is an open format that Codex, Cursor and other agents read. Many projects keep one and point the other at it.
What is a skill?
A folder with a SKILL.md that describes one capability, such as filling PDFs or reviewing code. The agent loads it only when the task calls for it.
Can I search my own team's files too?
Your agents already can, over MCP, limited to the files you're allowed to read. Searching them from this page is coming.