AI Ml AI Skills

БСП / библиотечная интеграция 1С. In standard subsystems, exported common module ВызовСервера / СлужебныйПрограммныйИнтерфейс stability or client/server execution? Read fundamentals.md even without…

Identify computational bottlenecks, analyze parallel scaling, estimate memory requirements, and generate optimization recommendations for materials simulations — parse timing logs to find dominant…

Use when comparing two or more code implementations against a spec or requirements doc. Triggers on "which repo is better", "compare these implementations", "evaluate both solutions", "rank these…

Use when the user wants privacy-respecting web, image, news, or video search through a configured local SearXNG instance instead of external search APIs. Calls the bundled script against SEARXNG_URL,…

Manage ServiceNow dictionary (sys_dictionary), table/field creation, choice lists, dictionary overrides, and sys_data_policy2 rules that enforce mandatory/read-only/visible field behavior on the data…

Help HR leaders drive practical, sustained adoption of AI tools among HR teams and the broader employee population, beyond initial rollout. Use when asked to drive AI adoption in HR, get our team to…

Use when running local LLMs — ollama pull/run/ps, Modelfile templates, /api/generate|chat|embed NDJSON streaming, OpenAI-compatible /v1/chat/completions and /v1/responses, tuning…

Searches Reddit communities for OpenClaw pain points and feature requests, scores them by signal strength, and writes a prioritized PROPOSALS.md for you to review and act on.

Applies Lean, Kaizen, Six Sigma, Theory of Constraints, queueing/flow science, and DevOps delivery metrics (DORA) to eliminate waste and improve flow across all aspects of a software project. Use when…

Complete CI/CD guide for Capacitor apps covering GitHub Actions, GitLab CI, build automation, app signing, and deployment pipelines. Use this skill when users need to automate their build and release…

Migrate from the retired ingress-nginx controller to Kubernetes Gateway API, and design, debug, and review Gateway API ingress. Covers annotation inventory and risk triage, ingress2gateway conversion,…

Analyzes campaign performance with multi-touch attribution, funnel conversion, and ROI calculation for marketing optimization

Use when training, deploying, or managing AI/ML models on Huawei Cloud ModelArts. Covers training jobs, model registry, online services, notebook instances. Triggers: ModelArts, model training, AI,…

Help developers use the DevExtreme DateBox component (dxDateBox) in Angular, React, Vue, jQuery, and ASP.NET Core Controls. Use when someone asks about DateBox configuration, date/time/datetime types,…

Summarize a run for a human — baseline val → best val → sealed test, the winning candidate, iterations spent, and pass^k. Use after finalize. Writes report.md and prints a compact JSON summary; the…

Structures and evaluates business models using Osterwalder's nine-block Business Model Canvas: Customer Segments, Value Propositions, Channels, Customer Relationships, Revenue Streams, Key Resources,…

wikipedia-it should become a local, searchable operational workspace, not only an endpoint wrapper. Use for 5 operation/source entries against https://it.wikipedia.org.

Route SOC work across the agent swarm — decide which specialist handles a case next, write a complete handoff message, and stop cleanly; use whenever you are the commander or must decide who acts…

Odoo engineering workflows for addon development, codebase exploration, debugging, architecture/refactor review, manifest/docs sync, and routing to migration work. Use when the user mentions Odoo,…

Load this skill whenever the project uses Mermaid diagrams — flowcharts, sequence diagrams, class diagrams, Gantt charts, or any Mermaid-rendered visualization. Under no circumstances render a Mermaid…

Over-privileged identity right-sizing - finds identities holding more permissions than they use, per Orca's pre-computed PoLP (Principle of Least Privilege) recommendations, across an account,…

[DEPRECATED — use the 'board' skill instead] Check progress on goals

Guides the agent through setting up and using Capawesome Cloud for Capacitor and Cordova apps. Covers three core workflows: (1) Native Builds — cloud builds for iOS and Android (Capacitor, Cordova, or…

Pre-build session with the rubber duck — runs BEFORE implementation, covering both a pre-coding design sketch and plan/spec review. Use when the user states implementation intent ("build this for me",…

Control Spotify playback, search tracks/albums/playlists, and manage queues via the Spotify Web API.

当 Bensz Agent Skill 或基础设施本身因设计缺陷出现问题，或用户明确要求记录/上报此类 bug 时使用。⚠️ 不适用：用户数据错误、第三方服务故障、用户主动改源码或模型偶发波动。

Use when integrating an LLM provider into an application with streaming, structured outputs, tool calls, embeddings, multi-model routing, retries, caching, and usage metering, or when choosing regex,…

Use when semantic roles must map coherently across light, dark, forced-colors, or saved theme preferences without contrast or no-flash regressions.

React and Next.js-specific implementation guidance for polished product UI.

Get a second opinion on an Open Design artifact from a design critic, judged from its latest check screenshots, the brief and the design system against a fixed rubric, with one verdict (ship, polish…

Review or refine visual hierarchy in product UI. Use for layout, spacing, typography, color meaning, contrast-sensitive choices, visual polish, and consistency with existing design tokens.

Debug OpenClaw model, provider, tool-surface, code-mode, streaming, and live/Crabbox behavior by choosing the right logs, probes, and proof path before changing code, including fetching stored…

Development conventions and patterns for everything-claude-code. JavaScript project with conventional commits.

Launch video from a project or URL, upstream-maintained.

Restructure code while preserving behavior. Use for extraction, consolidation, ownership moves, or cleanup where verification must bracket structural edits.

Cluster a GitHub issue backlog by root cause into a small set of plan-master issues, redirect children with a standardized comment, and bundle architectural-fix PRs that close clusters atomically. Use…

Use this skill when the user requests to generate, create, or make presentations (PPT/PPTX). Creates visually rich slides by generating images for each slide and composing them into a PowerPoint file.

Render-correctness doctrine for scene-to-scene seams in HyperFrames launch videos — the prerequisites that make transitions composite correctly on the master timeline. Load when assembling the master…

Use when the user asks about Codex Rules behavior, injected project rules, supported rule file locations, matching, or environment configuration.

Generate expressive, multilingual narration with fish.audio (S1 / S2-generation models) and reuse cloned voices via reference_id. Use when the user prefers fish.audio/Fish Audio TTS, wants a specific…

Interactive lesson tutor for the AI Engineering from Scratch curriculum. Reads LEARNING.md, fetches the next lesson, teaches it section by section in the terminal, quizzes at the end, and records…

Orchestrates lively group discussions between installed BMAD agents or custom personas, and helps author custom parties. Use when the user requests party mode, a roundtable, or multiple agent…

Analyzes git diffs or staged changes and generates narrative commit messages that explain WHY a change was made, not just what changed — following Conventional Commits format. Use when asked to "write…

Use to briefly explain small code diffs.

Guide for creating effective skills that extend agent capabilities with specialized knowledge, workflows, or tool integrations. Use this skill when the user asks to: (1) create a new skill, (2) make a…

Query the user's local and synced-device data via the screenpipe REST API at localhost:3030 — recordings, audio, UI, meetings, connected services, and memory. Use for screen activity, other-device or…

Execute any of 240+ specialized prompt patterns natively across Extraction, Summarization, Analysis, Creation, Improvement, Security, Rating. Common: extract_wisdom, create_threat_model,…

Full end-to-end research pipeline: from a broad research direction through idea discovery, experiments, and review all the way to a polished paper PDF. Use when user says "全流程", "full pipeline",…

飞书/Lark 原生 OpenAPI 探索：从官方文档库中挖掘未经 CLI 封装的原生 OpenAPI 接口。当用户的需求无法被现有 lark-* skill 或 lark-cli 已注册命令满足，需要查找并调用原生飞书 OpenAPI 时使用。

KubeSphere Volcano job management Skill. Use when user asks to create, list, update, delete Jobs (Volcano Jobs), manage Queues, create PyTorch/TensorFlow/MPI training jobs, or troubleshoot Volcano…

AI Berkshire skill: 投资论文漂移检测：分清事实变化与措辞变化. Source: skills/thesis-drift.md.