AI Ml AI Skills

Current-era minimalist design with bento grids, dark mode support, and high-performance accessible layouts.

Domain routing and boundary guidance for authorized Active Directory red-team security testing, including Kerberos attacks, domain privilege escalation, lateral movement, and GPO abuse. Use when a…

Compile-time dependency injection in Golang using google/wire — wire.NewSet, wire.Build, wire.Bind (interface→concrete), wire.Struct, wire.Value, wire.InterfaceValue, wire.FieldsOf, cleanup functions,…

End-to-end validation of coordinator and agent template changes

Use when implementation is complete, all tests pass, and you need to decide how to integrate the work - guides completion of development work by presenting structured options for merge, PR, or cleanup

Introspect, explain, and improve Ralph Orchestrator using its published llms.txt doc map. Use this skill whenever the user asks questions about Ralph's behavior, wants to understand how a Ralph…

长尾产品集合技能，覆盖低频钉钉产品：OA审批查询与处理/法务智能合同/考勤/直播/DING紧急消息/开放平台应用与MCP开发/Agoal目标管理/日志日报周报/电子表格/开放平台文档搜索与OpenAPI逃生舱/独立及文档内嵌白板/钉钉招聘/DWS技能市场安装/组织大脑Hrbrain/原生Markdown/原生HTML/PAT行为授权/多组织profile。Use when…

Build a Says, Thinks, Does, Feels map for one user or segment. Use when sharing user understanding quickly. For a composite archetype with goals and behaviours use `user-persona`; for cross-session…

Use when wiring honcho() from @tanstack/ai-memory/honcho — a hosted memory adapter where recall is a dialectic answer over the user's representation (no discrete fragments). Requires the optional…

Matrix/Element messaging channel for Clawdbot agent

PredictIt political prediction market (read-only)

PR & Community engineer — press pitches, social media, open source community, DevRel, and coordinated launch moments.

Predict genome-wide functional tracks (RNA-seq, CAGE, DNase, ChIP) from DNA sequence with Borzoi. Use this skill when: (1) Scoring the regulatory effect of a variant on expression/accessibility, (2)…

Structured approach to workplace conflicts, performance discussions, and challenging feedback using preparation-delivery-followup framework. Use when preparing for tough conversations, addressing…

Working on RedAmon's supply-chain scanner (offline OSV + GuardDog + retire + trufflehog): the offline OSV database that the scan path does not bootstrap, the world-readable requirement for the…

Scaffold a new PortalJS data portal from a brief. Copies the canonical template from examples/portaljs-catalog and substitutes project tokens. Use when starting a brand-new data portal project from…

A MEASURED performance problem: start from a benchmark, flame graph, perf sample or profiler run, locate the hot symbol the profile names, test structural hypotheses (memory-bound → cache-line data…

Generate a structured interview preparation guide for any company by scraping real candidate experiences from Glassdoor, Blind, and Reddit in real time using parallel TinyFish agents. Use this skill…

Train and run models on Tinker (Thinking Machines) — LoRA and full fine-tuning, SFT with correct loss masking, RL/RFT with group-relative advantages and importance sampling, agentic RL over multi-turn…

Log the work segment that you did after the last work log until now in a log file at WORKLOG/YYYYMMDD.md where YYYYMMDD is based on today's date. The intent of this worklog is not to be exhaustive and…

草拟冷邮件、热情介绍简介、跟进邮件、更新邮件和投资者沟通以筹集资金。当用户需要向天使投资人、风险投资公司、战略投资者或加速器进行推广，并需要简洁、个性化的面向投资者的消息时使用。

Smart browser task agent - describe what you want done in natural language and it completes automatically. PREFERRED tool for multi-step browser operations like searching, form filling, and data…

使用 Bing Webmaster 页面与查询数据、索引状态、产品结果和 Bing AI Performance 证据复盘 SEO 页面，诊断收录、排名、点击率、意图、内容、转化和 AI 引用问题。需要比较周期表现、分析 citations、cited pages、grounding queries、query fan-out 或决定下一步 SEO/GEO 行动时使用。

何时用:仅当用户明确指向企业微信(查企微通讯录、给企微同事发消息前找人)时使用;泛指找人默认走本地联系人,不要误用。按姓名、拼音、英文名或别名搜索企微通讯录人员,返回 userid、部门和职务;适用于区分同名人员、获取 userid、列出全部同名人员。

Create and lay out Unity UGUI screens

Use when the user asks to deploy, upgrade, or size the VSS warehouse blueprint (2D / 3D / MV3DT) on Kubernetes via Helm — as opposed to Docker Compose, which is covered by vss-build-vision-ai's…

Use when evaluating Tiger Cub / Chase Coleman-style growth investing: scalable tech platforms, network effects, unit economics, growth duration, and concentrated growth longs.

A tiny skill used by the skill isolation example.

Dated events ranked by what they can change: earnings, regulatory decisions, flow events, macro releases, with prep owners and a weekly preview. Triggers on catalyst calendar, upcoming events, what is…

Analyze a GitHub issue and create a detailed technical specification

HyperFrames HTML 到 MP4 渲染基础设施导航：composition、可 seek 的 GSAP 时间线、素材/字幕/声音、CLI 检查与确定性本地/云端渲染。用于选择视频渲染底座、批量变量视频、Studio 编辑或接入 HyperFrames。

AI DevKit · Requirements phase guidance for starting features and reviewing requirements. Use when the user wants to capture a new requirement, clarify product scope, initialize feature docs, review…

Patterns, gotchas, and conventions for threading changes through LemonadeClient, its callers, and the GAIA test suite. Apply when modifying lemonade_client.py, its providers, VLMClient, UI routers, or…

Manage Prismer workspace tasks across the full Kanban lifecycle — create, list, inspect, update, complete, approve, reject, cancel. Use whenever the user asks to add a card to the board, dispatch work…

Agentlas 시스템 운용 절차 — hep-network 편성, hep-graph 자동화, cargo/Agent Cloud·marketplace 활용, workforce 로스터 재사용, 메모리 계약. One(개인 에이전트)이 Agentlas를 조작할 때 이 절차를 따른다.

Add a note to the current recording or annotate a past meeting. Use whenever the user says "note that", "remember this", "mark this as important", "add a note about", "annotate the meeting", or wants…

Judge whether two evidence-backed names refer to the same real-world entity.

Step-by-step guide for creating Temporal workflows in Dust. Use when adding background jobs, async processing, durable workflows, or task queues.

Install and set up ConnectOnion on Windows, macOS, or Linux, initialize global credentials, and verify the requested CLI capabilities. Use for "install connectonion", "set up connectonion", "get me…

仅在用户显式使用 @配图/@修图/@重绘/@image，或已明确确认调用画图功能后，根据文本描述生成配图素材（非封面场景）。

Convierte un contenido en un pack completo multiplataforma — hilo de X/Twitter, post de LinkedIn, sección de newsletter, carrusel de Instagram y script de video de formato corto — cada uno reescrito…

Designs REST and GraphQL APIs including endpoints, error handling, versioning, and documentation. Use when creating new APIs, designing endpoints, reviewing API contracts, or when asked about REST,…

Help users reach their first moment of core value by optimizing the first-run experience, removing friction, and aligning product design with psychological triggers.

Read and write Bluesky: view profiles and timelines, search posts, post, follow, read notifications. Trigger phrases: bluesky, atproto.

Convert Markdown to PDF (or DOCX/EPUB/HTML) using the `pandoc` CLI. Use when asked to produce a PDF report, brief, summary, or any document where the input is Markdown and the output should be a…

Hunt Model Context Protocol (MCP) vulnerabilities in AI-tool integration systems.

Code review with security and @MX tag compliance check

Case studies of American screenwriting (美国电影剧作案例) — Mei Feng's readings of the Hollywood Western (value pairs, four oppositions), screwball comedy (strong heroine, buddy vs adversary two-hander),…

在发布前评估 Agent Skill bundle 的结构完整性、触发质量、产物改进、脚本正确性、安全性、已安装目录树完整性和目标宿主可移植性。

Triggered when the user needs to convert data formats, such as CSV to JSON, JSON to YAML, or XML to JSON. Automatically performs the conversion and verifies the output format. Trigger phrases include…

Generate or update the project's authoritative repository context at process/context/all-context.md. Use when repo context is missing, stale, or contradicted by code.