AI Ml AI Skills

Use when the user wants to rewrite Markdown prose into a conversational, humorous, self-deprecating engineering tone while preserving technical accuracy and document structure. Rewrites prose sections…

Pick the right ServiceNow service class under the Common Service Data Model — business service, service offering, application service, business application — and point the CMDB tools at it without…

Help HR and people ops teams design and manage workplace accessibility and disability accommodation as a first-class, proactive practice, not just an ADA compliance checklist. Use when asked to design…

帮泊舟创作 X (Twitter) 推文，包括原创推文和引用推文（Quote Tweet）。当用户说"帮我写条推文"、"写个推"、"这个怎么发推"、"帮我发个帖子"、"写条短推"、"引用这条推"、或使用 /写推文 时触发。用户想在 X 上发布任何内容时都应该触发，包括想评论某个话题、推荐工具、分享技巧、吐槽等场景。

This skill should be used when running single-cell RNA-seq analysis: reading 10x/AnnData matrices, QC filtering, normalization, HVG selection, PCA, clustering, UMAP/t-SNE and cell type annotation.…

Detects when the agent is stuck in a loop and escapes systematically. Use when you notice repeated failures or loss of direction.

Maintains bidirectional traceability between canonical requirements and implementation, verification, decision, operational, and outcome evidence. Use when planning, implementing, reviewing, or…

Cost visibility and tag governance for platform changes. Estimates the monthly cost of a Terraform pull request with Infracost, sets up in-cluster cost allocation by namespace and label with OpenCost,…

Apply Anthropic brand colors and typography when the user requests Anthropic visual identity or an Anthropic-branded artifact.

Use when executing implementation plans with independent tasks in the current session

Help developers use the DevExtreme DataGrid component (dxDataGrid) in Angular, React, Vue, jQuery, and ASP.NET Core Controls. Use when someone asks about DataGrid configuration, columns, data binding,…

Apply the acceptance decision that keeps optimization honest — always on the val split, by default requiring the improvement to exceed the significance bar (Δ > k·SE) so noise is not mistaken for…

Enforces the gen-l10n/ARB localization contract: every string through AppLocalizations from a template app_en.arb, key + placeholder parity, nullable-getter:false so a missing key is a compile error,…

Teaches five named techniques for creating and sustaining narrative tension in any story. Applies when a founder needs to hold an audience's attention through a pitch, investor update, all-hands talk,…

tvmaze-quick should become a local, searchable operational workspace, not only an endpoint wrapper. Use for 1 operation/source entries against https://api.tvmaze.com.

Compute a defensible priority (P1–P4), severity and confidence for a case from rule level, asset criticality, blast radius and ATT&CK tactic; use whenever you set or change case severity.

Update an existing plan's status, todo list, and phase progress. Tracks what was done, updates completion status, and maintains the changelog. Use this skill during or after working on a plan phase to…

Odoo browser-facing test guidance for HTTP controllers, website and portal flows, QWeb templates, assets, OWL integration, browser tours, and JavaScript behavior. Use when testing or debugging public…

Load this skill whenever you are planning, executing, or reviewing manual accessibility testing. Manual testing with real assistive technologies is essential — automated tools catch only ~30–40 % of…

Finds users who can sign in without MFA across an account, business unit, or tag, ranks them by identity risk, and drives guided enrollment or gated enforcement. Use for MFA or 2FA gaps, root-account…

Create beautiful PDFs with professional typography, read/extract text from PDFs, and edit/manipulate existing PDFs.

Guides the agent through Vue-specific patterns for Capacitor app development. Covers Vue 3 Composition API with Capacitor plugins, custom composables for native features, reactive plugin state,…

Senior-engineer coaching session: explains a topic in plain language with one concrete analogy then walks example → exercise → critique; or dissects code just generated in this session…

Search and inspect ClawLite JSONL session logs for prior conversation context.

用于需要以测试驱动开发、遵循“红—绿—重构”循环实现功能或修复缺陷的场景。必须先编写失败测试，再实现代码。

Use when finished frontend work needs an honest SHIP or HOLD — a fast evidence pass by one agent in minutes, or a fail-closed deterministic release gate when stakes justify machinery. Verdict first,…

Designs purposeful interaction and animation systems for web and mobile applications.

Device 3D Showcase (Open Design) — use only when explicitly invoked, not for general design requests

Use when a screen must be checked across mobile, tablet, laptop, or desktop sizes for overflow, wrapping, sticky overlaps, collapsed navigation, unreachable actions, sheets, dialogs, tables, filters,…

Run a compact RED -> GREEN -> REFACTOR cycle with the merged developer agent

Regenerate OpenClaw release changelog sections from git history before beta, stable, or extended-stable releases.

Multi-agent orchestration using dmux (tmux pane manager for AI agents). Patterns for parallel agent workflows across Claude Code, Codex, OpenCode, and other harnesses. Use when running multiple agent…

Article illustrations: type × style × palette consistency.

Build feature work with high overbuilding risk. Use for new behavior, product slices, or integrations where repository reuse, strict scope, and an explicit stop condition matter.

Search claude-mem's persistent cross-session memory database. Use when user asks "did we already solve this?", "how did we do X last time?", or needs work from previous sessions.

GATEWAY — load FIRST before composing any HyperFrames animation or video. The high-level motion law that makes a multi-scene video feel like ONE continuous camera move instead of a stack of…

Create a high-signal bug issue or PR in the repo that owns the defect. Use this whenever the user asks to report, file, open, or triage a LazyCodex, lazycodex-ai, omo-codex, Codex plugin, or upstream…

Swap faces in a video using AI via the HeyGen API. Use when: (1) Replacing a face in a video with another face, (2) Face swapping from a source image onto a target video, (3) Creating personalized…

Focused interactive tutor for the Agent Skills Engineering path in AI Engineering from Scratch. Start or resume this route when a learner wants to create, discover, invoke, secure, evaluate, package,…

Research a topic to support a decision, three ways: draft a research prompt for the user to run in their own tool (ChatGPT, Gemini, Grok, Perplexity, …), turn a finished research report into a short…

Store user preferences, learnings from tasks, and procedure outcomes. Use to remember what works and recall context before new tasks. (user)

Comprehensive guide for setting up and configuring CodeQL code scanning via GitHub Actions workflows and the CodeQL CLI. This skill should be used when users need help with code scanning…

Parse Windows Prefetch (.pf) files with the windowsprefetch Python library to reconstruct application execution history, run counts, and accessed file/volume lists. Use when investigating renamed or…

Draft a reply to your newest Gmail email that knows what you discussed in your Granola meetings, what you promised the sender, and how you write, using cognee memory. Use when someone asks to answer…

Inspect and explain conversations in the local Deep Agents Code SQLite session store. Use as a fallback when LangSmith trace tooling is unavailable, for offline or untraced sessions, or when asked to…

Diagnose frozen, stuck, or slow Qwen Code sessions on this machine. Scans for problematic processes, high CPU/memory usage, hung subprocesses, and debug logs. Use /stuck or /stuck <PID> to focus on a…

Break one epic into implementable stories embedding TR-ID, ADR guidance, acceptance criteria. Reads the control manifest. After /create-epics.

Edit the attached Screenpipe video project, inspecting its real screenshots and preserving the source instructions.

Assertion-first AI eval framework aligned to Anthropic's 'Demystifying evals for AI agents' — typed deterministic asserts + a forced-structured LLM judge over an input→assert case schema,…

Expert knowledge for autonomous market intelligence and trading — technical analysis, risk management, Alpaca API, financial data sources

Build a working artifact from a plain "implement X for me" request: a running end-to-end spine first, then one feature per rung, with every under-determined decision written to an assumption ledger…