AI Ml AI Skills

ArcFace angular margin loss layer for learning discriminative embeddings — used in image retrieval, product matching, and face recognition

Teaches leaders to ground AI adoption in organisational purpose by asking the right questions before selecting tools. Applies the purpose-driven framework to prevent technology-for-technology's-sake…

npm-registry should become a local, searchable operational workspace, not only an endpoint wrapper. Use for 2 operation/source entries against https://registry.npmjs.org.

Write shift, daily, weekly, executive and incident reports in BLUF style with risk expressed in business terms, and save them with save_report; use whenever a report or summary for humans is requested…

Generate project documentation from an existing codebase. This documentation shall serve Agents and Humans. Creates a project overview, module documentation, and feature documentation with explicit…

Review Odoo addon code for correctness, security, performance, migrations, tests, and official Odoo coding guidelines. Use when reviewing Odoo modules, diffs, pull requests, or changed files involving…

Reddit 公开社区数据查询与讨论分析 skill，通过 MaxHub API 查询 subreddit、帖子详情、评论树、用户资料、搜索、热门/趋势内容等。适合社区舆情、话题研究、竞品反馈收集、内容洞察和用户讨论分析。默认 read-only；agent 应优先使用 recipes 串联 subreddit/post/comment/user 相关端点，并显式处理评论/UGC…

Generate a Schema Registry compatibility report for Avro schemas in a project. Use when the user asks to check Avro compatibility, validate schema evolution, or report breaking changes. Do NOT trigger…

Load this skill whenever the project contains charts, graphs, data visualizations, infographics, or any visual representation of data (bar charts, line charts, pie charts, scatter plots, dashboards).…

Traces any Orca alert back to who deployed it, what tool was used, what introduced the issue, and a full timeline of events. Use when user asks about origin, deployment, or ownership of an alert…

A complete pipeline to build your AI Second Me: distill your identity from personal data, grow a private knowledge base, train a local model, and govern what gets shared.

Search and read the live web for current documentation, APIs, libraries, examples, breaking changes, and unfamiliar technologies. Use when the user asks for online research, current knowledge, web…

Find files matching a glob pattern in the workspace

Best practices for the DTO component.

Guides the agent through setting up in-app purchases in Capacitor apps. Covers App Store Connect and Google Play Console product configuration, plugin selection (Capawesome Purchases vs. RevenueCat),…

YC SAFE Agreement review and advisory skill for startup founders and lawyers. Use when user (1) uploads a SAFE agreement for review/comparison, (2) asks questions about how SAFEs work, or (3) requests…

Open markdown files in a cmux formatted viewer panel with live reload. Use when you need to display plans, documentation, or notes alongside the terminal with rich rendering (headings, code blocks,…

Implementation guide for using SpriteCook top-down 15-piece tilesets with a dual-grid autotile renderer. Use when explaining or coding how to map a 4x4 15-piece tileset image into terrain using…

List, create, close, comment on, and triage GitHub issues and pull requests via the gh CLI.

用于审查已完成的工作、重大功能或合并前的变更，核对需求并按严重程度识别风险。未经审查不得合并。

Turn a feature request, stakeholder request, idea, complaint, or vague design assignment into a clear UX problem frame with user outcome, evidence, constraints, assumptions, unknowns, and success…

Psychedelic 70s poster style (Fillmore, Yellow Submarine) drawn with code. Flat acid colors, thick outlines, concentric echoes, sunbursts, wavy shapes and melting letters. Use it for psychedelic,…

Product launch and marketing decks. Benefit-led, customer-voice, visual-anchor heavy. Use when the user asks for 'product launch deck', 'marketing deck', 'feature launch', 'go-to-market deck',…

Anti-slop UI review for generated or generic frontend work. Use after LLM UI output, or for requests to remove AI tells: purple gradients, pill CTAs, default type, centered heroes, three-card grids,…

字体系统与色彩系统的具体建法：比例字号阶梯、流体字号、字体配对、中英混排、负字距与行高规则、中性色阶与单一强调色、表面层级代替边框、阴影配方、对比度。当页面看起来「平」「灰」「闷」「没有重点」，或需要建立设计令牌/design tokens 时使用。

Use when designing or reviewing an app's navigation architecture — choosing between tab bar, sidebar, top nav, or command palette; deciding menu depth vs breadth; or when users report getting lost,…

A measurable control surface that dictates concrete design decisions using tunable 1-10 metrics.

Kami Parchment Document (Open Design) — use only when explicitly invoked, not for general design requests

Shape product object models, navigation, hierarchy, labels, and status language. Use before screen layout when users, content relationships, wayfinding, or information structure are unclear.

Create an issue for failed tests or tracked follow-up work

Use when designing, testing, fixing, or extending the OpenClaw Control UI GUI, including UI stress-test galleries with feedback inputs, Vitest + Playwright end-to-end checks, mocked Gateway flows,…

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

Use after competitive-platform-analysis has produced a tiered competitor set. Scores each competitor across nine weighted dimensions (positioning, voice, visual craft, offer packaging, evidence,…

Read-only EVM client: wallets, tokens, gas across 8 chains.

Analyzes git diffs against a stated intent to detect scope creep, unrelated files, broad pull requests, changes that grew beyond a fix, dependency additions, public API renames, config or CI edits,…

Read-only review of Caveman Cloud evidence: cost, Cave Score, workflows, traces, latency, errors, routing, savings. Use when asked what Caveman found or where LLM spend goes.

Watch a pull request or review cycle until it is ready to merge. Use when asked to babysit, monitor, or keep checking PR comments, reviews, and CI until all actionable issues are resolved.

Use this skill when the user requests to generate, create, or improve documentation for code, APIs, libraries, repositories, or software projects. Supports README generation, API reference…

The HyperFrames CLI by job - scaffold, check, look at frames, edit the timeline, preview, render locally or in the cloud, publish, project history - plus reading its JSON and recovering from build or…

Enter OpenSpec explore mode - a thinking partner for exploring ideas, investigating problems, and clarifying requirements in a project that uses OpenSpec. Use when the user wants to think through…

Team Mode security research skill. Orchestrates 3 vulnerability hunters and 2 PoC engineers to audit a codebase in parallel, prove exploitability, classify root causes, and calibrate severity by…

Render Mermaid diagrams as SVG and PNG using the Beautiful Mermaid library. Use when the user asks to render a Mermaid diagram.

Validate an Agent Skill package and choose the right instruction, capability, or lifecycle primitive before implementation.

Product manager for PRD creation and requirements discovery. Use when the user asks to talk to John or requests the product manager

Compares tracked job postings against the candidate profile to identify skill gaps and generate a prioritized learning plan with study resources. Triggers on: /upskill, upskill, skill gaps, what…

Turn a vague, intermittent, or environment-specific bug report into a minimal evidence-backed reproduction before proposing a fix.

Query a MISP (Malware Information Sharing Platform) instance via PyMISP to compute event statistics, IOC type breakdowns, threat actor galaxy clusters, and tag trends, and generate threat landscape…

Use this skill to create fillable Word forms (.docx) with real Content Controls (SDT) + legacy FormField checkboxes + MERGEFIELD mail-merge placeholders + document protection. Trigger on: 'fillable…

Trains large language models (2B-462B parameters) using NVIDIA Megatron-Core with advanced parallelism strategies. Use when training models >1B parameters, need maximum GPU efficiency (47% MFU on…

Use when the user wants to install cognee and run their first remember → recall flow with the Python SDK — fresh setup, virtual env, extras selection, or a minimal working example.

Create social media content including Twitter/X threads, LinkedIn posts, and short-form updates.