注释
代码注释与标注
annotating-task-lineage
astronomer
Annotate Airflow tasks with data lineage using inlets and outlets. Use when the user wants to add lineage metadata to tasks, specify input/output datasets, or enable lineage tracking for operators without built-in OpenLineage extraction.
claude-in-mobile
AlexGladkov
"This skill should be used when the user asks to interact with device screens (screenshot, annotate, tap, swipe, type text), manage apps (install, launch, stop, uninstall), transfer files (push, pull), query device info (logs, system info, clipboard, screen size), run shell commands, manage desktop windows, or automate Android, iOS, Aurora OS, or Desktop apps."
github-pr-reviewer
OpenHands
Create an automation that reviews GitHub pull requests when a configurable trigger label is applied. Polls GitHub deterministically, starts one OpenHands review conversation per label event, inspects full repository and PR context, and posts the final review comment back to GitHub.
github-review
holon-run
"Automated PR code review skill that collects context, performs AI-powered analysis, and publishes structured reviews with inline comments. Use when Claude needs to review pull requests: (1) Analyzing code changes for correctness/security/performance issues, (2) Generating review findings with inline comments, (3) Publishing reviews via GitHub API. Supports one-shot review and CI integration."
cellar
VirtusLab
Look up the public API of any JVM dependency (Scala 3, Scala 2, Java) from the terminal. Returns type signatures, members, docstrings, and source code as Markdown.
zoom-meeting-scribe
xuiltul
Zoom会議の聞き取り担当ワークフロー。RTMS経由で届く会議トランスクリプトを黙って理解・記録し、緊急事項のみ上司へエスカレーション、会議終了後に人間の承認を得てからレポートを投稿する。 Use when: source=zoom のinboxメッセージ（「[Zoom会議実況 チャンク#N …]」または「[Zoom会議終了 …]」ヘッダ付き）を受信したとき。
zoom-meeting-scribe
xuiltul
Zoom 회의 청취 담당 워크플로. RTMS를 통해 도착하는 회의 트랜스크립트를 조용히 이해·기록하고, 긴급 사항만 상사에게 에스컬레이션하며, 회의 종료 후 사람의 승인을 받은 뒤 리포트를 게시한다. Use when: source=zoom 인 inbox 메시지(「[Zoom会議実況 チャンク#N …]」 또는 「[Zoom会議終了 …]」 헤더 포함)를 수신했을 때.
release-mechanics
drakulavich
Use when touching anything release-shaped — version bumps, tags, draft releases, npm publish and provenance, the build-engine feature matrix, release/* PRs, bun link, or CI jobs that download a published engine. Explains why CLI and engine version independently, why tag names are one-use, why draft assets 404 for anonymous clients, and how Greptile re-review and auto-merge behave. To actually cut a release use the release-engine skill (engine) or release-cli skill (npm) instead; this one is the reference behind both.
release-engine
drakulavich
Cuts a kesha-engine release (bare vX.Y.Z tag) per CLAUDE.md rules — pre-flight audits, engine-only version bump, annotated tag carrying the notes, draft validation with authenticated download, publish, then verify. Refuses to auto-run; user must explicitly invoke. Knows the workflow-frozen-at-the-tag trap, the gh-cli release-notes trap, and the draft-URL 404 trap. For a CLI release use release-cli.
algorithms-education
williamfiset
Skills and conventions for an educational algorithms and data structures repository. Use this skill whenever working on algorithm implementations, data structure code, LeetCode-style problems, graph theory, dynamic programming, or any Java-based educational coding project. Trigger on mentions of: algorithms, data structures, graph theory, sorting, searching, trees, DP, BFS, DFS, linked lists, heaps, segment trees, union-find, or any request to write, refactor, document, or test educational code. Also trigger when the user asks to "clean up", "simplify", "document", "refactor" or "add tests" to algorithm code.
3d-cv-labeling-2026
curiositech
Expert in 3D computer vision labeling tools, workflows, and AI-assisted annotation for LiDAR, point clouds, and sensor fusion. Covers SAM4D/Point-SAM, human-in-the-loop architectures, and vertical-specific training strategies. Activate on '3D labeling', 'point cloud annotation', 'LiDAR labeling', 'SAM 3D', 'SAM4D', 'sensor fusion annotation', '3D bounding box', 'semantic segmentation point cloud'. NOT for 2D image labeling (use clip-aware-embeddings), general ML training (use ml-engineer), video annotation without 3D (use computer-vision-pipeline), or VLM prompt engineering (use prompt-engineer).
adding-a-new-durable-object-mixin
iterate
Add or modify a Durable Object mixin in packages/shared/src/durable-object-utils with the repo's required API design, type documentation, tests, and Cloudflare runtime checks. Use when creating a new withX mixin, changing mixin composition types, or extending the durable-object-utils test harness.
abstraction-concrete-examples
lyndonkl
Use when explaining concepts at different expertise levels, moving between abstract principles and concrete implementation, identifying edge cases by testing ideas against scenarios, designing layered documentation, decomposing complex problems into actionable steps, or bridging strategy-execution gaps. Invoke when user mentions abstraction levels, making concepts concrete, or explaining at different depths.
mysql
wcygan
Plan and review MySQL/InnoDB schema, indexing, query tuning, transactions, and operations. Use when creating or modifying MySQL tables, indexes, or queries; diagnosing slow/locking behavior; planning migrations; or troubleshooting replication and connection issues. Load when using a MySQL database.
context-decorate
wcygan
Scan a codebase and place CLAUDE.md context files in directories that lack them. Spins up a team of subagents to parallelize the work — each agent covers a few directories and generates a succinct overview of the directory's purpose and key subdirectories. Use when onboarding to a new codebase, improving Claude context quality, annotating project structure, or scaffolding directory-level context for AI assistants. Keywords: context, CLAUDE.md, annotate, codebase, directory, onboard, decorate, scaffold context, context files.
diff-explain
wcygan
Explain a diff in plain English. Works with staged changes, unstaged changes, commits, branches, or PR numbers. Use when you want to understand what changed and why. Keywords: diff, explain diff, what changed, understand changes, diff summary, review changes, read diff
explain
wcygan
Explain code, functions, modules, or programming concepts with structured walkthroughs covering purpose, patterns, data flow, edge cases, and performance. Use when explaining code, understanding how something works, learning a concept, or walking through a codebase. Keywords: explain, how does this work, what does this do, walkthrough, understand, code explanation, concept, teach, learn
codex-explain
sd0xdev
"Explain complex code via Codex MCP. Use when: understanding complex logic, tracing data flow, onboarding to unfamiliar code. Not for: code review (use codex-code-review), exploration (use code-explore). Output: structured explanation at chosen depth."
xhs-apis
cv-cat
Use this skill when you need to call the vendored Xiaohongshu/XHS APIs from Spider_XHS for PC web data or creator-platform publishing data. This skill only wraps the APIs in xhs_pc_apis.py and xhs_creator_apis.py, including note, user, search, comment, topic, location, media upload, note publishing, and creator published-note queries.
awesome-rebuttal
xiongqi123123
Global-installable, project-level academic rebuttal strategy skill for AI/ML/CV/NLP/Robotics papers. Use when authors need a workspace-local .awesome-rebuttal state folder, paper/code/review/venue-rule intake, JSON memory, snapshots, LaTeX/template handling for one-page rebuttals, reviewer stance analysis, strategy planning, experiment triage, safe author response drafting, or AC summaries under confirmed venue rules.
github-pr-review
OpenHands
Post PR review comments using the GitHub API with inline comments, suggestions, and priority labels.
code-review
OpenHands
Rigorous code review focusing on data structures, simplicity, security, pragmatism, and risk/safety evaluation. Provides brutally honest, actionable feedback on pull requests or merge requests, including a risk assessment for every review. Use when reviewing code changes.
sc-explain
htlin222
Provide clear explanations of code, concepts, or system behavior. Use when user asks to explain code, understand behavior, or learn concepts.
dotnet-inspect-decompiler
richlander
Reconstruct a method or type as C# and IL — decompiled source, annotated source with hidden facts, raw IL, fidelity levels, and IL-offset lookup. Use --offline to prohibit package and PDB network acquisition.