AI Ml AI Skills

Loads when the agent calls `delegate({...})` for a non-trivial sub-task. Covers what the child sees and doesn't see (the child has NO `load_skill` and NO available-skills index — the parent must…

史诗类型视觉设计预设。触发词：史诗、宏大、全景、奇观、帝国、王朝。用于明确需要此类型的画面设计、图像/视频提示词、视觉参数查询与诊断；保留摄影、光色、空间、动作、材质、连续性及 style_route/style_module 接口。

Splits a coding task into independent parallel agent workstreams with disjoint write sets, explicit inputs and outputs, dependency ordering, and a merge/review plan. Use when several subtasks can…

Autonomous multi-agent coding with git worktree isolation, QA validation, and memory. Use for complex features requiring autonomous implementation.

THE BRAIN behind /toh-plan — analyzes the request or PRD, writes .toh/plan.md per the orchestration-protocol Section D schema (plans are files, never chat state), shows a condensed summary, and holds…

Find Agent Skills on skills.sh and adopt only the ones that pass a security audit. Use when the user wants to discover, search for, evaluate, or install a third-party skill ("find a skill for X", "is…

当管理容器镜像仓库时，分析镜像存储策略，优化镜像分发性能，解决镜像安全问题。验证镜像架构，设计CI/CD流水线，和最佳实践。

Set up and use an academic "second brain" — agentic RAG over a local library of theoretical papers (LaTeX-aware ingestion, theorem/proof tools, hybrid search). Use when the user wants a second brain…

Run Summer headless or offscreen safely: time limits, one engine per project, import passes, crash checks.

Use when designing an A/B or split test: define the hypothesis, control and variants, estimate sample size, verify tracking, and predeclare metrics and stopping rules.

Заимствование объектов из конфигурации 1С в расширение (CFE). Используй когда нужно перехватить метод, изменить форму или добавить реквизит к существующему объекту конфигурации

Manage torrents with qBittorrent. Use when the user asks to "list torrents", "add torrent", "pause torrent", "resume torrent", "delete torrent", "check download status", "torrent speed", "qBittorrent…

Use when the contract is signed and work packages need to be created — decomposes the contract into bite-sized tasks, sets up git isolation, allocates territories and token budgets, producing the…

Use this skill when the user explicitly asks to create, write, improve, or optimize a prompt for use with an AI. Trigger on phrases like "write me a prompt", "improve this prompt", "create a system…

This skill should be used when the user asks to "share memory between agents", "KV cache compaction for multi-agent", "orchestrator worker context", "latent briefing", "reduce worker tokens",…

初五的消费者研究Skill。设计或执行消费者洞察、市场与竞品分析、VOC分析，以及概念、产品、包装、命名和价格研究，交付研究方案、题纲、问卷或有证据边界的洞察报告。没有真实数据时不模拟消费者作答；已有研究转成PR主张与行动时交pr-consumer-research，完整行业进入与经营研究使用industry-research。

Generate correct, copy-pasteable SLURM sbatch job scripts and sanity-check HPC resource requests — configure nodes, MPI tasks, OpenMP threads, memory (per-node or per-cpu), GPUs, walltime, partitions,…

Handle one live competitive objection from a buyer, prospect, rep, or account with current facts, a concise response posture, discovery questions, supportable proof, and honest qualification. Use for…

Test PydanticAI agents using TestModel, FunctionModel, VCR cassettes, and inline snapshots. Use when writing unit tests, mocking LLM responses, or recording API interactions.

Visualizing code, specs, or context as Mermaid, ASCII, or draw.io diagrams: flowcharts, sequence/state/class/ER, Journey Maps, personas, coverage heatmaps. Use to reverse-document systems visually.

Kontextspezifische Marketinghypothesen entwickeln, vorprüfen und als messbare Experimente priorisieren. Nutze diesen Skill, wenn Ideen für Kanäle, Kampagnen, Angebote oder Wachstum gesucht werden,…

Use when the user wants to turn a Markdown report into a presentation-quality .pptx via interactive design decisions and a reusable hand-coded build script. Drives pre-analysis, global style choices,…

Integration patterns for Mapbox MCP Server in AI applications and agent frameworks. Covers runtime integration with pydantic-ai, mastra, LangChain, and custom agents. Use when building AI-powered…

Create and transition ServiceNow change requests (normal/standard/emergency), change tasks, affected CIs, approval routing, CAB scheduling, and conflict detection across maintenance windows.

Repository guidance for writing, formatting, and validating Markdown documentation using markdownlint-cli, case-police, and markdown-link-check within the hr-skills monorepo.

Scores a skill's description field against sample user prompts to predict whether OpenClaw will correctly trigger it — before you publish or install.

Decides whether functionality solves a real problem and is worth its complexity cost. Use in prospective mode to build, defer, or drop proposed capabilities, and in retrospective mode to keep,…

Guides the agent through upgrading a Capacitor app from v6 to v7. Use when the project is on Capacitor 6 and needs the v7 migration path. Do not use for other major versions, plugin-only upgrades, or…

Generate, review, secure, and test composite GitHub Actions following best practices — full repo scaffold, interview-driven generation, PR creation on existing repos, SHA pinning, secrets-as-inputs,…

App Store Optimization toolkit for researching keywords, optimizing metadata, and tracking mobile app performance on Apple App Store and Google Play Store.

Semantic-layer attack testing against AI systems and LLM-integrated applications.

Enforcement layer for chunk and story validation. Invokes the chunk-validator agent (haiku), enforces the verdict, routes failures to refine-chunk or test-fix, captures CLI learnings. The orchestrator…

Audit skillsaw for release readiness — test new rules against real repositories, audit core architectural dimensions, independently verify proposed fixes, and ship improvements in clean, focused…

Directly use the Runway API from the agent to generate media, manage resources, and inspect account state

Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes

Configure DevExpress Dashboard data sources in code — ASP.NET Core, Blazor (DxDashboard), WinForms, and WPF. Use this skill to register a data source for a dashboard control, or connect a dashboard to…

Drive the entire cap-evolve pipeline end to end, autonomously. Use when the user wants the whole optimization run with minimal hand-holding. Sequences intake → implement-and-check → baseline → the…

塞尔达公主（塞尔达传说：旷野之息 / 王国之泪）沉浸扮演 Skill。 激活后直接以角色身份对话，角色不出戏。 触发词：「/zelda-botw」「扮演塞尔达」「我想和塞尔达说话」「切换到塞尔达」

Structures a Flutter design system as tokens→theme→modifiers→shapes with two-tier tokens (primitives named by measured value, semantic slots named by role) exposed through a ThemeExtension read via an…

Guides strengths-based organizational change using Cooperrider's Appreciative Inquiry 4D cycle: Discovery, Dream, Design, and Delivery. Surfaces peak experiences and positive patterns to amplify what…

public-holidays should become a local, searchable operational workspace, not only an endpoint wrapper. Use for 4 operation/source entries against https://date.nager.at.

Enrich indicators (IPs, domains, URLs, hashes) with reputation and context, grade source reliability with the Admiralty Code, and respect TLP and data-egress rules; use when a case contains external…

Bootstrap a new session to continue working on an existing plan. Reads plan artifacts, builds context, validates prerequisites, and prepares the agent for implementation. Use this skill at the start…

Odoo-aware idea validation for deciding whether a module, addon, app, or product should exist before implementation. Use when the user wants to validate an Odoo module idea, check whether a solution…

Write manual test cases (markmap) from docs, bugs or code — code-first: review code for bugs first; extracts machine-readable schema. Not for: requirement-analysis / test-strategy / test-case-review /…

Use when the user wants to integrate a Kafka client into an existing application or scaffold a Java Kafka client project (Maven or Gradle based) for Confluent Cloud, local Docker, or WarpStream.…

Build and fix retrieval that actually returns the right passage — structure-aware chunking, one pinned embedding model, lexical plus vector search fused, reranking, and a recall measurement that is…

Load this skill whenever the project contains text, UI components, icons, form controls, data visualisations, or focus indicators — in short, almost every project. Under no circumstances hard-code…

DSPM view — sensitive data at risk across the environment, exposed secrets/PII/credentials, data store security posture, and remediation priorities. Use when user asks about data exposure, sensitive…

Send and edit Telegram messages, and send photos via Bot API. Use when AnkaLoop needs to send text, reply to a specific message, edit an existing message, send an image, or push proactive…

Generate a new image from a text prompt, or edit an existing image (pass image_path). Saves it under output/ and sends it to the user on the current channel. Costs money and counts toward the…