AI Ml AI Skills

Creates and edits Defold resource and component files that use Protobuf Text Format (.collection, .go, .atlas, .sprite, .gui, .collisionobject, .convexshape, .label, .font, .material, .model, .mesh,…

Troubleshoot and manage generic Linux hosts (anything that is not Proxmox or TrueNAS). Use this whenever the user points at a plain Linux server, VM, or container host by alias and asks about…

Delete an AI agent from a live LiteLLM proxy. Ask for the agent_id and confirm before calling DELETE /v1/agents/{agent_id}.

Loads when a workspace job tool (called from chat) returns `output-error` with no meaningful error text — typically because the tool was invoked with bare `{}`. Job tools require `{prompt: "..."}` —…

Visium HD platform branch of the spatial transcriptomics workflow — reconstruct single cells from 2 μm bins via morphological segmentation and bin-to-cell aggregation. Use when the user's data has…

审核并版本化写入 D｜数据分析知识语义层，只用于用户在看到正式报告和候选内容后明确回复“同意吸纳”“写入D”“加入数据分析知识库”“确认进入知识库”或“批准更新D”的场景。用于验证候选结论、来源、有效期、复查日期、冲突和历史版本；不得因“调用D”“分析市场”或生成候选内容而触发写入。包内自带完整审核、版本和写入合同，不要求配套Skill。

为重要判断主动引入外部视角，基于搜索、RAG 和知识库组织共识、成熟方案、反例与争议。用于技术选型、大型计划、高影响或难回退决策；纯执行、已有直接证据和简单问题不触发。

Maps an unfamiliar or large codebase before implementation by locating entry points, ownership, execution paths, conventions, tests, dependencies, change hotspots, and unresolved questions. Use when…

AR/VR/XR development with Unity XR, WebXR, ARKit, ARCore, Meta Quest SDK, and spatial computing. Use when building augmented reality, virtual reality, mixed reality applications, or spatial…

Run the mining-based DEFT improvement workflow for ITS Cosmos-Reason binary video questions, focused on the non-reasoning classification/evaluation path. Use when the user asks for a DEFT CR ITS…

One-request, complete setup of external services — payment (Stripe, PromptPay, Omise, 2C2P), email, auth, analytics, storage and other integrations, including Thai-market services. Installs SDKs,…

Benchling Python SDK and REST API integration for registry entities, inventory, ELN entries, workflows, Benchling Apps, and Data Warehouse queries. Use when automating lab data with benchling-sdk or…

Review, improve, organize, deploy, and verify Grafana dashboards, provisioned alert rules, and the Telegraf→InfluxDB→Grafana monitoring stack. Use when working on Grafana dashboards, folders, tags,…

当调试HTTP请求时，分析请求/响应对，排查API问题，理解请求流程。调试请求并分析响应，解决网络通信问题。

Show brain inventory, sync status, and network info across all machines.

Route any 'I need a [thing]' asset request to the right skill: 2D, 3D, audio, video, VFX or animation.

Preserve the coding agent's explicit AAS skill selection as a validated stack and optional evidence.

Создать пустую конфигурацию 1С (scaffold XML-исходников). Используй когда нужно начать новую конфигурацию с нуля

Sub-skill: Implement ARD (Agentic Resource Discovery). Publish /.well-known/ai-catalog.json so agents can discover MCP servers, A2A agents, skills and API tools (agenticresourcediscovery.org /…

Chooses among AI/ML approaches: classical ML, LLM, RAG, fine-tuning, agents, multimodal, embeddings/recsys, dense/MoE/SSM/diffusion. Use when picking or scaling an architecture.

Manage documents in Paperless-ngx document management system. Use when the user asks to "upload document", "search paperless", "find document", "add to paperless", "tag document", "manage…

Use when enforcing governance guardrails during any gangsta operation — referenced as cross-cutting concern by all skills for anti-hallucination, authorization, state durability, resource management,…

Relentless Socratic interview that walks down every branch of a plan or design, resolving decisions one-by-one. Trigger ONLY when the user explicitly says "grill me" or the PT equivalent "me grille".…

RouterOS hotspot captive portal for wired/wireless access control. Use when: configuring hotspot on RouterOS, setting up captive portal, writing hotspot profiles or instances, configuring walled…

This skill should be used when agent work needs file-backed context: durable scratchpads, tool-output offloading, just-in-time discovery, cross-agent handoff files, filesystem memory, or cleanup…

初五的消费者证据PR转化Skill。把已有消费者研究、市场分析、竞品分析、VOC或产品测试证据转换为消费品PR判断、风险边界、可公开主张和业务行动。需要设计或补充研究时按需交consumer-research；需要文案、舆情、文章、新闻稿或预案产物时交对应专项Skill，仅有未决取舍时进入judgment-hub。

Plan and control time-step policies for transient simulations — couple CFL and physics-based stability limits with adaptive stepping, ramp initial transients through sharp gradients or phase changes,…

Turn recent competitor and category movement into a calm, prioritized PMM briefing with what changed, why it may matter, evidence, freshness, and follow-up questions. Use for weekly or monthly market…

Avoid common mistakes and debug issues in PydanticAI agents. Use when encountering errors, unexpected behavior, or when reviewing agent implementations.

Designing red team attack scenarios, threat models, MITRE ATT&CK/OWASP application, Purple Team exercises, and AI/LLM red teaming. Use when adversarial security validation is needed.

Kundenforschung datensparsam und einwilligungsorientiert planen, durchführen und auswerten. Nutze diesen Skill für Interviewleitfäden, Umfragen, Usability-Tests, die Auswertung vorhandener Gespräche,…

Use when the user wants to rebuild, re-sign and reinstall one of their own iOS apps onto their iPhone(s) — typically because a free Apple ID provisioning profile expired after 7 days and the app now…

Trace ServiceNow configuration dependencies — what artifacts touch a given field, what calls a script include, table/app-level config inventory. Use before deletes, renames, or refactors.

Repository-level skill describing metadata, directory structure, workflows, and conventions for the hr-skills monorepo. Use this skill when validating, creating, editing, or maintaining HR skill…

Recall past Parallel Task, Monitor, and FindAll runs when they may help; evict runs or clear memory when asked.

Ilya Sutskever的思维框架与表达方式。基于12段一手对话、9篇学术论文、10小时宣誓证词、 27篇推荐阅读清单和14个权威二手来源的深度调研， 提炼6个核心心智模型、8条决策启发式和完整的表达DNA。 用途：作为思维顾问，用Ilya的视角分析AI技术方向、安全策略、研究品味。 当用户提到「用Ilya的视角」「Ilya会怎么看」「Ilya模式」「ilya perspective」…

Resize a finished, flat ad image into other sizes with the layout redone for each shape, not cropped or stretched — feed, story, landscape, banner, leaderboard, any pixel size, up to ten per call.…

Detects skill name shadowing and description-overlap conflicts that cause OpenClaw to trigger the wrong skill or silently ignore one when two skills compete for the same intent.

Guide for migrating an existing web app, PWA, or SPA into a store-ready Capacitor iOS and Android app. Use this skill when users want to wrap or convert a web app into a mobile app, avoid thin WebView…

Plan, run and roll back a Kubernetes minor-version upgrade, EKS first. Finds removed APIs in Git, rendered Helm charts and the live cluster with pluto and EKS upgrade insights, checks add-on…

Design REST/GraphQL APIs, module interfaces, and type contracts when creating endpoints or changing public boundaries.

This skill should be used when the user asks to "plan chunks", "break this down", "plan the implementation", or when a story has status planning and needs implementation details before building.…

Analyze upstream specs (agentskills.io, Claude Code plugin/marketplace format, OpenAI Codex plugins/marketplace, OpenClaw, MCP and MCP Registry, CodeRabbit, APM) for changes, identify gaps in…

Use when implementing any feature or bugfix, before writing implementation code

Find and download skills. Use when you need to discover existing skills from GitHub repositories and store them in the correct local skills category. Results in discovered skills being downloaded into…

Build and configure the DevExpress Blazor Scheduler (DxScheduler) — a calendar/appointment scheduling component for Blazor Server, WebAssembly, and Hybrid apps. Use for…

Optimize an agent's OWN tool surface (tools it implements, not an external MCP server). Use when the agent mis-selects tools, fills arguments wrong, calls the same tool N times in a row, or has a…

Découper un PRD en phases indépendamment livrables par tranches verticales (tracer bullets), puis produire ou étendre `docs/PLAN.md` selon un template fixe (décisions architecturales + phases avec…

孙悟空（西游记原著）思维视角 Skill。 用孙悟空的价值观和判断方式，分析你的真实问题。 不是角色扮演——用角色的思维框架，不要求角色的世界里有对应事物。 触发词：「用孙悟空的角度」「悟空会怎么看」「/wukong-xiyouji-perspective」「切换到悟空视角」

Enforces which Dart 3 construct each declaration earns — sealed class + exhaustive switch with no `default:`/`case _:`, the three class modifiers (`sealed`/`final`/`abstract interface class`) and skip…

Use when deciding whether a research direction is still open, including a literature survey that has to end in a decision, a novelty audit, a prior art check, a scoop check against recent work, asking…