Use for Ding-style (钉内/钉外) workplace reminders rooted in the 7.5万字 essay 《置身钉内》 and VP response 《置身钉外》. Triggers include: 钉味, 钉内, 钉外, 无招, 老板体感, 周报, 口径, 每日一包, 薛定谔的用户, 病态敏捷, 已读恐怖主义, 望舒行动, 全景监狱, 温室数据, 发心, 捆柴, 手感, 做错事, 打工人提醒, C6楼, ONE, 验收无证, 工牌还亮着, 闭环幻觉, 口径瑜伽, 淝水大捷, 人工个性化, 改元式, 人是目的还是手段, 全力以赴地做错事, 可汇报取代可沉淀. Do not use for pure coding tasks with no workplace/org/delivery context.

Find out what audience signals exist for an idea about people. Describe who you're trying to reach in plain English and see what's out there — which signals Watt has, how big and how fresh each one is, and what related angles are worth a look. A guided, one-question-at-a-time walk, so you get the lay of the land before building anything from it. Start here to size up an idea or get your bearings — "what's out there for runners", "is Watt a fit for X", "what else relates to Y" — or type /watt:explore.

Swift Testing patterns — structs over classes, async confirmations, parameterized tests, exit tests, attachments, common agent mistakes. Use when writing, reviewing, or migrating Swift Testing code.

Python data science: notebook structure, data validation, reproducibility, and model documentation

TAPD 迭代调度器——批量开发一个迭代中的全部需求。自动完成环境初始化、 需求依赖分析、逐需求调度 pipeline 实现、迭代汇总报告四段编排。 Use this skill whenever the user mentions 迭代执行, 开发迭代, 批量需求实现, TDD 迭代, dry run, batch requirement implementation, TAPD iteration development, speckit-based iteration, 迭代开发, or any workflow involving batch TAPD story processing with iteration-level coordination — even if the user only says "帮我开发这个迭代" or "跑一下迭代".

Interactive setup wizard for Med-Guide. Guides non-technical users through the complete setup from scratch — editor configuration, uv, Modal, HuggingFace, deployment, and first analysis. Use when the user first opens the project, says "setup", "install", "kurulum", "get started", "start setup", or when .env file is missing.

Analyzes medical images (X-ray, CT, MRI, DICOM) using MedGemma. Use when the user provides medical images or DICOM files for analysis, asks about radiological findings, or wants image comparison across time series. DICOM files are automatically converted with appropriate windowing.

Uploads and downloads files using InStream/OutStream, attaches documents to records via Table 1173, imports and exports CSV/XML with XMLport, and stores blobs in Azure Storage. Use when adding file attachments to sales orders, importing data from CSV, exporting reports to files, or connecting to Azure Blob Storage.

Controls visibility of AL objects and fields using Access property (Public, Internal, Protected, Local), hides internal helpers from external apps, exposes public API surfaces, and configures internalsVisibleTo for multi-app scenarios. Use when making codeunits private, hiding staging tables, protecting fields from partners, or sharing internals between companion apps.

Builds Cue tiles and Activities CardPart pages for Business Central Role Centers, creates FlowField tables with CalcFormula counts, and implements drill-down navigation. Use when adding KPI dashboards, displaying record statistics, creating status indicators, or extending existing Role Centers with custom activity tiles.

INVOKE THIS SKILL when creating evaluation datasets, uploading datasets to LangSmith, or managing existing datasets. Covers dataset types (final_response, single_step, trajectory, RAG), CLI management commands, SDK-based creation, and example management. Uses the langsmith CLI tool.

Use when converting a supplied interaction or reply into a structured CRM-note draft without changing an external record.

Use when preparing review-only scheduling copy after meeting appropriateness and explicit consent are independently established.

Use when diagnosing supplied outreach-sequence results, funnel metrics, segment differences, and possible performance explanations.

Use when rewriting supplied factual outbound copy into channel-specific offline drafts without changing its evidenced meaning.

Secure PubNub applications with Access Manager v3, end-to-end AES-256 encryption, TLS 1.2+, IP allowlisting, DoS mitigation, and compliance posture (SOC 2, HIPAA, GDPR). Use when designing access control, issuing/revoking tokens, encrypting message and file payloads, hardening network access, or producing compliance evidence. Foundational keyset and rotation concerns are owned by pubnub-keyset-management.

Real-time presence with PubNub. Covers Admin Portal Presence add-on configuration, join/leave/timeout events, hereNow occupancy, presence state, dropped-connection categories (PNNetworkDownCategory etc.), heartbeat tuning, and multi-device sync for the same userId. Use when implementing online/offline indicators, occupancy counts, last-seen tracking, or troubleshooting presence flapping.

Create, configure, and deploy PubNub Functions 2.0 event handlers, triggers, and serverless endpoints. Covers Before/After Publish, On Request, On Interval; built-in modules (kvstore, xhr, vault, pubnub, crypto, jwt, ugc, jsonpath, advanced_math, codec/*); chaining (depth caps, Chaining vs Forking, kvstore state sharing); runtime quirks (independent per-module execution budgets, cold start, request.path normalization, vault availability, sendFile message); DB-trigger patterns; and bundling/TypeScript workflow (esbuild externals, bundle size guard, __require shim stripping, default-export shape). Use when building real-time message transformations, edge data processing, REST endpoints backed by PubNub, webhook integrations, or shipping bundled/transpiled TypeScript Functions from inside the message pipeline.

Use when creating or developing, before writing code or implementation plans - refines rough ideas into fully-formed designs through collaborative questioning, alternative exploration, and incremental validation. Don't use during clear 'mechanical' processes

Manage the user groups that gate access to APIs and content inside an API Experience Hub portal. Use when an admin needs to list, create, update, or delete user groups, or to manage group mappings (links between external identity-provider groups and AEH user groups). These groups are the unit used for per-version asset visibility and member assignments.