Product & Planning

marktantongco Skill

Break a plan, spec, or PRD into independently-grabbable issues on the project issue tracker using tracer-bullet vertical slices. Use when user wants to convert a plan into issues, create implementation tickets, or break down work into issues.

microwind Bundle

当实现服务发现时，分析注册机制，优化负载均衡，解决服务治理问题。验证服务架构，设计动态发现，和最佳实践。

kilo-org Bundle

Interacts with Google Cloud services using the gcloud CLI safely and efficiently. Covers command validation, data reduction, safety guardrails with a denylist, and workflows for discovery and investigation. You MUST read this skill before invoking any gcloud command. Use when managing cloud resources, querying configurations, or troubleshooting issues via gcloud. Don't use when writing or debugging Google Cloud client library code or raw REST/gRPC API interactions.

mk-organization-1 Skill

Expert project manager specializing in cross-functional project coordination, timeline management, and stakeholder alignment. Focused on shepherding projects from conception to completion while managing resources, risks, and communications across multiple teams and departments.

mahmoud20138 Skill

This skill should be used when the user asks to "create a plugin", "scaffold a plugin", "understand plugin structure", "organize plugin components", "set up plugin.json", "use ${CLAUDE_PLUGIN_ROOT}", "add commands/agents/skills/hooks", "configure auto-discovery", or needs guidance on plugin directory layout, manifest configuration, component organization, file naming conventions, or Claude Code plugin architecture best practices.

griddynamics Bundle

Workflow for initializing or upgrading a workspace: context, discovery, documentation, etc.

dabit3 Bundle

llama.cpp local GGUF inference + HF Hub model discovery.

cowork-os Bundle

Install and wire registry blocks and components into HyperFrames compositions. Use when running hyperframes add, installing a block or component, wiring an installed item into index.html, or working with hyperframes.json. Covers the add command, install locations, block sub-composition wiring, component snippet merging, and registry discovery.

build-with-dhiraj Bundle

Detailed implementation plans via research, stakeholder interviews, and multi-LLM review. Use when planning features needing thorough pre-implementation analysis.

build-with-dhiraj Skill

Break a plan, spec, or PRD into independently-grabbable issues using tracer-bullet vertical slices.

grandamenium Skill

You need to build software autonomously — a new project, a major feature, or any structured development task. You will act as the 'human' supervisor for a dedicated M2C1 worker session, managing it through all 12 phases: provide the brain dump, answer discovery questions, configure tools and credentials, monitor progress via bus messages and git, validate the output, and clean up when done. Use when the work is large enough to warrant a dedicated isolated build session.

grandamenium Skill

You need to build software autonomously — a new project, a major feature, or any structured development task. You will act as the 'human' supervisor for a dedicated M2C1 worker session, managing it through all 12 phases: provide the brain dump, answer discovery questions, configure tools and credentials, monitor progress via bus messages and git, validate the output, and clean up when done. Use when the work is large enough to warrant a dedicated isolated build session.

grandamenium Skill

You need to build software autonomously — a new project, a major feature, or any structured development task. You will act as the 'human' supervisor for a dedicated M2C1 worker session, managing it through all 12 phases: provide the brain dump, answer discovery questions, configure tools and credentials, monitor progress via bus messages and git, validate the output, and clean up when done. Use when the work is large enough to warrant a dedicated isolated build session.

zaxbyhub Skill

Thin adapter for the canonical swarm-pr-review skill. The authoritative workflow lives in .opencode and this file only preserves the mirror contract for Claude-side skill discovery.

smirnovalex-qa Skill

Triage of the incoming bug stream — prioritization, deduplication, separate assessment of severity (technical impact) and priority (business urgency), classification and a recommended resolution for each defect. Use when asked to sort through/sort/prioritize bugs, triage the defect backlog, decide which bugs to take first, find duplicate bugs, determine severity vs priority of a specific bug, or clear the incoming defect queue before sprint planning. Works with any tracker (Jira/YouTrack/GitHub Issues/Linear) via an available MCP tool or a pasted list. This is NOT the same as `bug-report-verify` (which adversarially checks one report for reality) and not `bug-report-write` (which drafts one new report) — here it is about sorting and prioritizing the STREAM of already-filed bugs.

smirnovalex-qa Skill

Focused security audit of ONE specific feature/change in the-platform (not the whole repository) — scope taken from a directory/branch/diff, a spec/PRD document, or a YouTrack issue; the same verification discipline as the full audit (adversarial verification, three independent passes, a 14-category checklist — auth/authz, multi-tenancy, websocket, internal API, injections, SSRF, XSS, secrets/PII, files, dependencies, docker, k8s/helm, error handling, CI/CD), with findings tied to file:line and an explicit release-readiness verdict. Use when asked to check the security of a specific feature, branch, PR, or YouTrack task before merge/release, to find vulnerabilities in a new endpoint/integration/file upload/webhook, or to assess whether new functionality opens access to someone else's data or another company — even without the word "audit", e.g. "is this feature leaking between companies", "is this feature OK to merge security-wise", "check this branch for security holes". This is NOT the same as the `security

smirnovalex-qa Skill

Точечный аудит безопасности ОДНОЙ конкретной фичи/изменения в the-platform (не всего репозитория) — периметр из директории/ветки/diff, документа-спецификации/PRD или YouTrack issue; та же дисциплина проверки, что и у полного аудита (адверсариальная верификация, три независимых среза, чек-лист по 14 категориям — auth/authz, мультитенантность, websocket, internal API, инъекции, SSRF, XSS, секреты/PII, файлы, зависимости, docker, k8s/helm, обработка ошибок, CI/CD), с привязкой находок к file:line и явным вердиктом готовности к релизу. Используй когда просят проверить безопасность конкретной фичи, ветки, PR или YouTrack-задачи перед мержем/релизом, найти уязвимости в новом эндпоинте/интеграции/загрузке файлов/вебхуке, оценить не открывает ли новая функциональность доступ к чужим данным или чужой компании — даже без слова "аудит", например "не течёт ли эта фича между компаниями", "можно ли эту фичу мержить с точки зрения безопасности", "проверь эту ветку на security-дыры". Это НЕ то же самое, что скилл `security-r

crazymsn Bundle

Therapeutics Data Commons. AI-ready drug discovery datasets (ADME, toxicity, DTI), benchmarks, scaffold splits, molecular oracles, for therapeutic ML and pharmacological prediction.

crazymsn Bundle

Pythonic wrapper around RDKit with simplified interface and sensible defaults. Preferred for standard drug discovery including SMILES parsing, standardization, descriptors, fingerprints, clustering, 3D conformers, parallel processing. Returns native rdkit.Chem.Mol objects. For advanced control or custom parameters, use rdkit directly.

crazymsn Bundle

PyTorch-native graph neural networks for molecules and proteins. Use when building custom GNN architectures for drug discovery, protein modeling, or knowledge graph reasoning. Best for custom model development, protein property prediction, retrosynthesis. For pre-trained models and diverse featurizers use deepchem; for benchmark datasets use pytdc.

crazymsn Bundle

Integration with protocols.io API for managing scientific protocols. This skill should be used when working with protocols.io to search, create, update, or publish protocols; manage protocol steps and materials; handle discussions and comments; organize workspaces; upload and manage files; or integrate protocols.io functionality into workflows. Applicable for protocol discovery, collaborative protocol development, experiment tracking, lab protocol management, and scientific documentation.

robium-ai Skill

Registry-driven mining of external example repos — the learning engine's second experience source. Surveys, deep-reads, and comparatively analyzes approved repos (vendor demos, framework samples, community robot apps) into evidence-cited observations (origin: external) that harden robium skills or propose new ones; maintains crawl records for drift re-checks. Use when: 'mine repo X', 'survey this repo', 'run a comparative run', 'learn from external repos', 'distill patterns from a repo', 'crawl SOURCES.md', triaging or re-crawling entries in learnings/SOURCES.md. Discovery is autonomous; mining spends only on human-approved registry entries. Output is observations plus registry updates — never direct skill edits. Not for: absorbing robium's own session learnings (skill-author hardening, until the learning-loop skill lands) or fresh skill authoring mechanics (skill-author).

robium-ai Skill

Registry-driven mining of external example repos — the learning engine's second experience source. Surveys, deep-reads, and comparatively analyzes approved repos (vendor demos, framework samples, community robot apps) into evidence-cited observations (origin: external) that harden robium skills or propose new ones; maintains crawl records for drift re-checks. Use when: 'mine repo X', 'survey this repo', 'run a comparative run', 'learn from external repos', 'distill patterns from a repo', 'crawl SOURCES.md', triaging or re-crawling entries in learnings/SOURCES.md. Discovery is autonomous; mining spends only on human-approved registry entries. Output is observations plus registry updates — never direct skill edits. Not for: absorbing robium's own session learnings (learning-loop) or fresh skill authoring mechanics (skill-author).

robium-ai Bundle

Entry-point skill for designing robotics applications with AI agents. Turns requirements (robot type, task, hardware, sim-vs-real, GPU/budget) into a full stack decision — middleware, simulation, data, visualization, training frameworks — plus a scaffold plan and a written architecture brief. Use when: starting any new robotics app; 'build a robot app', 'which robotics stack', 'scaffold a robotics project', 'mobile robot', 'robot arm', 'manipulation policy', 'navigation stack', backlog-driven kickoffs like 'let's do demo 1', 'do demo N', 'build the next demo'; or when requirements exist but the stack is unchosen. This is the entry-point skill of the robium plugin: load it first; it routes to every other robium skill per build phase. Not for: debugging an existing stack (use the matching tool skill) or authoring robium skills (skill-author).

robium-ai Bundle

Entry-point skill for designing robotics applications with AI agents. Turns requirements (robot type, task, hardware, sim-vs-real, GPU/budget) into a full stack decision — middleware, simulation, data, visualization, training frameworks — plus a scaffold plan and a written architecture brief. Use when: starting any new robotics app; 'build a robot app', 'which robotics stack', 'scaffold a robotics project', 'mobile robot', 'robot arm', 'manipulation policy', 'navigation stack', backlog-driven kickoffs like 'let's do demo 1', 'do demo N', 'build the next demo'; or when requirements exist but the stack is unchosen. This is the entry-point skill of the robium plugin: load it first; it routes to every other robium skill per build phase. Not for: debugging an existing stack (use the matching tool skill) or authoring robium skills (skill-author).

robium-ai Bundle

Entry-point skill for designing robotics applications with AI agents. Turns requirements (robot type, task, hardware, sim-vs-real, GPU/budget) into a full stack decision — middleware, simulation, data, visualization, training frameworks — plus a scaffold plan and a written architecture brief. Use when: starting any new robotics app; 'build a robot app', 'which robotics stack', 'scaffold a robotics project', 'mobile robot', 'robot arm', 'manipulation policy', 'navigation stack', backlog-driven kickoffs like 'let's do demo 1', 'do demo N', 'build the next demo'; or when requirements exist but the stack is unchosen. This is the entry-point skill of the robium plugin: load it first; it routes to every other robium skill per build phase. Not for: debugging an existing stack (use the matching tool skill) or authoring robium skills (skill-author).

robium-ai Bundle

Entry-point skill for designing robotics applications with AI agents. Turns requirements (robot type, task, hardware, sim-vs-real, GPU/budget) into a full stack decision — middleware, simulation, data, visualization, training frameworks — plus a scaffold plan and a written architecture brief. Use when: starting any new robotics app; 'build a robot app', 'which robotics stack', 'scaffold a robotics project', 'mobile robot', 'robot arm', 'manipulation policy', 'navigation stack', backlog-driven kickoffs like 'let's do demo 1', 'do demo N', 'build the next demo'; or when requirements exist but the stack is unchosen. This is the entry-point skill of the robium plugin: load it first; it routes to every other robium skill per build phase. Not for: debugging an existing stack (use the matching tool skill) or authoring robium skills (skill-author).

robium-ai Bundle

Entry-point skill for designing robotics applications with AI agents. Turns requirements (robot type, task, hardware, sim-vs-real, GPU/budget) into a full stack decision — middleware, simulation, data, visualization, training frameworks — plus a scaffold plan and a written architecture brief. Use when: starting any new robotics app; 'build a robot app', 'which robotics stack', 'scaffold a robotics project', 'mobile robot', 'robot arm', 'manipulation policy', 'navigation stack', backlog-driven kickoffs like 'let's do demo 1', 'do demo N', 'build the next demo'; or when requirements exist but the stack is unchosen. This is the entry-point skill of the robium plugin: load it first; it routes to every other robium skill per build phase. Not for: debugging an existing stack (use the matching tool skill) or authoring robium skills (skill-author).

robium-ai Bundle

Entry-point skill for designing robotics applications with AI agents. Turns requirements (robot type, task, hardware, sim-vs-real, GPU/budget) into a full stack decision — middleware, simulation, data, visualization, training frameworks — plus a scaffold plan and a written architecture brief. Use when: starting any new robotics app; 'build a robot app', 'which robotics stack', 'scaffold a robotics project', 'mobile robot', 'robot arm', 'manipulation policy', 'navigation stack', backlog-driven kickoffs like 'let's do demo 1', 'do demo N', 'build the next demo'; or when requirements exist but the stack is unchosen. This is the entry-point skill of the robium plugin: load it first; it routes to every other robium skill per build phase. Not for: debugging an existing stack (use the matching tool skill) or authoring robium skills (skill-author).

robium-ai Bundle

Entry-point skill for designing robotics applications with AI agents. Turns requirements (robot type, task, hardware, sim-vs-real, GPU/budget) into a full stack decision — middleware, simulation, data, visualization, training frameworks — plus a scaffold plan and a written architecture brief. Use when: starting any new robotics app; 'build a robot app', 'which robotics stack', 'scaffold a robotics project', 'mobile robot', 'robot arm', 'manipulation policy', 'navigation stack', backlog-driven kickoffs like 'let's do demo 1', 'do demo N', 'build the next demo'; or when requirements exist but the stack is unchosen. This is the entry-point skill of the robium plugin: load it first; it routes to every other robium skill per build phase. Not for: debugging an existing stack (use the matching tool skill) or authoring robium skills (skill-author).

robium-ai Bundle

Entry-point skill for designing robotics applications with AI agents. Turns requirements (robot type, task, hardware, sim-vs-real, GPU/budget) into a full stack decision — middleware, simulation, data, visualization, training frameworks — plus a scaffold plan and a written architecture brief. Use when: starting any new robotics app; 'build a robot app', 'which robotics stack', 'scaffold a robotics project', 'mobile robot', 'robot arm', 'manipulation policy', 'navigation stack', backlog-driven kickoffs like 'let's do demo 1', 'do demo N', 'build the next demo'; or when requirements exist but the stack is unchosen. This is the entry-point skill of the robium plugin: load it first; it routes to every other robium skill per build phase. Not for: debugging an existing stack (use the matching tool skill) or authoring robium skills (skill-author).

robium-ai Bundle

Entry-point skill for designing robotics applications with AI agents. Turns requirements (robot type, task, hardware, sim-vs-real, GPU/budget) into a full stack decision (middleware, simulation, data, visualization, training frameworks) plus a scaffold plan and a written architecture brief. Use when: starting any new robotics app; 'build a robot app', 'which robotics stack', 'scaffold a robotics project', 'mobile robot', 'robot arm', 'manipulation policy', 'navigation stack', backlog-driven kickoffs like 'let's do demo 1', 'do demo N', 'build the next demo'; or when requirements exist but the stack is unchosen. This is the entry-point skill of the robium plugin: load it first; it routes to every other robium skill per build phase. Not for: debugging an existing stack (use the matching tool skill) or authoring robium skills (skill-author).

robium-ai Bundle

Entry-point skill for designing robotics applications with AI agents. Turns requirements (robot type, task, hardware, sim-vs-real, GPU/budget) into a full stack decision (middleware, simulation, data, visualization, training frameworks) plus a scaffold plan and a written architecture brief. Use when: starting any new robotics app; 'build a robot app', 'which robotics stack', 'scaffold a robotics project', 'mobile robot', 'robot arm', 'manipulation policy', 'navigation stack', backlog-driven kickoffs like 'let's do demo 1', 'do demo N', 'build the next demo'; or when requirements exist but the stack is unchosen. This is the entry-point skill of the robium plugin: load it first; it routes to every other robium skill per build phase. Not for: debugging an existing stack (use the matching tool skill) or authoring robium skills (skill-author).

robium-ai Bundle

Entry-point skill for shaping new robotics applications: lightweight brainstorming, project ideation, requirement/risk discovery, stack selection, comparing or choosing simulators/models/visualization, a first user-visible slice, and a concise architecture decision record. Use when: starting a new robotics app; 'brainstorm a robot app', 'build a robot app', 'which robotics stack', 'choose between simulators', 'decide the simulator, model, robot, and visualization', 'what robotics project can we build', 'cheapest useful demo', 'rethink the architecture', genuine re-architecture, 'scaffold a robotics project', 'mobile robot', 'robot arm', 'manipulation policy', 'navigation stack', 'let's do demo 1', or when requirements exist but the stack is unchosen. Load first for a new app, then route to domain skills. Excludes narrow maintenance work after stack selection and skill authoring (skill-author).

robium-ai Bundle

Entry-point skill for shaping new robotics applications: lightweight brainstorming, project ideation, requirement/risk discovery, stack selection, comparing or choosing simulators/models/visualization, a first user-visible slice, and a concise architecture decision record. Use when: starting a new robotics app; 'brainstorm a robot app', 'build a robot app', 'which robotics stack', 'choose between simulators', 'decide the simulator, model, robot, and visualization', 'what robotics project can we build', 'cheapest useful demo', 'rethink the architecture', genuine re-architecture, 'scaffold a robotics project', 'mobile robot', 'robot arm', 'manipulation policy', 'navigation stack', 'let's do demo 1', or when requirements exist but the stack is unchosen. Load first for a new app, then route to domain skills. Excludes narrow maintenance work after stack selection and skill authoring (skill-author).

yunseo-kim Bundle

Control Bluesound/NAD players via the BluOS CLI. Discovery, playback, grouping, and volume management from the terminal.