io.github.taracodlabs/aiden/docker-management

Docker containers, images, volumes, networks (CLI + Dockerode)

io.github.actualbudget/actual/writing-release-notes

Use whenever adding, writing, drafting, or fixing a release note in the Actual Budget repo. This is the changelog entry that ships with a code change, living as a Markdown file in `upcoming-release-notes/`. Trigger for asks like "add a release note", "write the changelog entry", "add the release note for this PR/change", "create the upcoming release note", or any time finishing a user-facing change in this repo where a release note is the natural next step. These notes are published for humans to read, so they must be short, plain-language, and free of technical detail. Writing them like a commit message or with implementation jargon produces entries that get flagged and rewritten in review.

io.github.vinvcn/mattpocock-skills-zh-CN/writing-fragments

一种追问式会话，用来从用户那里挖掘片段，也就是各类写作素材（主张、小场景、尖锐句子、半成形想法），并追加到单一文档中，作为未来文章的原始素材。适用于用户想在施加结构前发展想法，或提到 “fragments”、“ideate”、“raw material” 写作素材时。

io.github.vinvcn/mattpocock-skills-zh-CN/writing-beats

以自选路径风格，把文章塑造成一段节拍旅程。用户从原始素材中选择起始节拍，你只写这一段，然后提供下一步转向选项，逐个节拍推进，直到文章自然结束。适用于用户已有原始素材，并想把它组装成叙事而不是论证时。

io.github.vinvcn/mattpocock-skills-zh-CN/writing-shape

通过对话会话，把一份原始素材 Markdown 文件塑造成文章：起草候选开头，逐段扩展，并在每一步讨论格式（列表、表格、提示块、引用）。适用于用户有一堆笔记、片段或粗稿，并希望把它变成可发布作品时。

io.github.bmad-code-org/BMAD-METHOD/bmad-review-verification-gap

Review a code change for changed behavior that could regress without reliable verification catching it. Use when checking whether a change is adequately verified.

io.github.XiaomiMiMo/MiMo-Code/frontend-design

Guidance for distinctive, intentional visual design when building new UI or reshaping an existing one. Use whenever the task produces or modifies anything a user will see rendered — websites, landing pages, web apps, dashboards, React/HTML/Vue components, artifacts with visual output, style overhauls, or "make this look better" requests — even if the user never says the word "design". Covers aesthetic direction, typography, environment constraints (fonts, Tailwind, assets), and when to converge on convention instead of chasing distinctiveness.

io.github.kenn-io/agentsview/testing-without-tautologies

Use when creating, editing, fixing, or reviewing tests; when adding mocks, fakes, assertions, unit tests, PG integration tests, frontend component tests, or Playwright e2e tests; or when changing tests after failures.

io.github.openai/openai-agents-python/maintainer-review

Review a GitHub issue or pull request URL as an openai-agents-python maintainer, with a staged assessment of whether the claim is real, practically important, already solvable with supported functionality, correctly scoped, better served by another design, and worth maintainer and contributor effort. Use when assessing issue validity or severity, deciding whether an issue should be prioritized or closed, determining whether a requested feature represents an unmet need rather than a discoverability or usage gap, judging whether a PR is worth bringing to mergeable quality, comparing open PRs or alternative designs, separating code quality from repository readiness, or drafting a concise maintainer assessment. When closure, additional evidence, or code changes should be requested, also produce a polite, concise, complete, copy-paste-ready maintainer comment.

io.github.openai/openai-agents-python/code-change-verification

Run the mandatory verification stack when changes affect runtime code, tests, or build/test behavior in the OpenAI Agents Python repository.

io.github.ludo-technologies/pyscn/refactoring

Find refactoring targets in Python code using pyscn - duplicate code (clones), overly complex functions, and dead code. Use when user asks about refactoring, code duplication, complexity hotspots, unreachable code, or cleaning up a codebase.

io.github.Dynatrace/dynatrace-for-ai/dt-obs-kubernetes

Kubernetes cluster, pod, node, and workload monitoring. Use when analyzing K8s health, resource optimization, pod failures, OOMKills, scheduling, or security posture. Also use for Kubernetes operational events like pod restarts, OOM events, evictions, and cluster event history. Trigger: "Kubernetes pods", "K8s cluster health", "OOMKill", "pod restarts", "container CPU", "namespace resource usage", "over-provisioned pods", "privileged containers", "pod placement", "K8s node capacity", "running containers by cluster", "workload scheduling", "pod evictions", "K8s labels and annotations", "kubernetes events", "pod restart events", "OOM events", "K8s event history". Do NOT use for explaining existing queries, product documentation questions, AWS-specific resource queries, service-level RED metrics, distributed tracing, or log analysis — use the relevant skill instead.

io.github.forcedotcom/sf-skills/mobile-platform-native-capabilities-integrate

Build a Salesforce LWC that uses native mobile device capabilities — barcode scanner, biometrics, location, NFC, calendar, contacts, document scanner, geofencing, AR space capture, app review, and payments. Use this skill when the user asks for an LWC that scans a barcode, captures a photo of a document, reads location or geofences, prompts for biometrics, reads/writes the device calendar or contacts, taps NFC, takes a payment, prompts for an app review, or scans an AR space. Also triggers on "lightning/mobileCapabilities", "mobile capability", "Nimbus", "device capability". Do not use for mobile offline / Komaci priming reviews (use `mobile-platform-offline-validate`) or for picking generic Lightning base components (use `design-systems-slds-apply`).

io.github.hitobito/hitobito/refactoring

Use when restructuring internal code in hitobito without changing external functionality — for future extensibility, performance, or maintainability.

io.github.lobehub/lobehub/typescript

LobeHub TypeScript style and type-safety guide. Use when editing TS/TSX/MTS, fixing types, choosing interface vs type, avoiding any/object, import type, async flow, or ts-expect-error.

io.github.abhigyanpatwari/GitNexus/gitnexus-pdg-query

Use when querying or extending GitNexus's PDG control/data-dependence surface (the `pdg_query` MCP tool, CDG/REACHING_DEF edges), or reasoning about "what controls X" / "where does Y flow" / guard clauses. Examples: "what guards this statement?", "trace this variable within the function", "why is the pdg_query result empty?", "add a CDG query".

io.github.abhigyanpatwari/GitNexus/gitnexus-cli

Use when the user needs to run GitNexus CLI commands like analyze/index a repo, check status, clean the index, generate a wiki, or list indexed repos. Examples: "Index this repo", "Reanalyze the codebase", "Generate a wiki"

io.github.abhigyanpatwari/GitNexus/gitnexus-guide

Use when the user asks about GitNexus itself — available tools, how to query the knowledge graph, MCP resources, graph schema, or workflow reference. Examples: "What GitNexus tools are available?", "How do I use GitNexus?"

io.github.abhigyanpatwari/GitNexus/gitnexus-refactoring

Use when the user wants to rename, extract, split, move, or restructure code safely. Examples: "Rename this function", "Extract this into a module", "Refactor this class", "Move this to a separate file"

io.github.abhigyanpatwari/GitNexus/gitnexus-refactoring

Plan safe refactors using blast radius and dependency mapping

io.github.lobehub/lobehub/design-prototype

Produce an interactive single-file HTML design prototype using the REAL LobeHub design system (@lobehub/ui + antd + antd-style tokens) with production-style React — no build step, opens directly in a browser. Use when asked for a design prototype / interactive mockup / 交互原型 / 出个原型 / 设计稿 HTML for a page or flow, or to explore a redesign before committing to implementation.

io.github.forcedotcom/sf-skills/automation-flow-generate

Generate Salesforce Flows using the MCP tool execute_metadata_action. Use when the user asks to create, build, or generate a flow — including Screen, Autolaunched, Record-Triggered (before/after-save), Scheduled. Also trigger for flow-like requests such as "when a record is created", "trigger daily at", "send an email when", "update the field when", "automate", "workflow", or "flow XML/metadata". This is the only skill for Salesforce Flow generation.

io.github.nexu-io/open-design/writing-guidelines

Review docs/prose for Writing Guidelines compliance. Use when asked to "review my docs", "check writing style", "audit prose", "review docs voice and tone", or "check this page against the writing handbook".

io.github.nexu-io/open-design/review-animations

Reviews animation and motion code against a high craft bar derived from Emil Kowalski's design engineering philosophy. Default to flagging; approval is earned.