Publish, deactivate, and delete AEM content programmatically via the Cloud Service Replication API (com.day.cq.replication). Covers single-path and bulk activation, preview-tier targeting with AgentFilter, synchronous/async options, ReplicationStatus checks, permission validation, workflow process steps, and replication event handling. Use when the user needs to publish pages, activate or deactivate content, check replication status, build workflow steps that replicate content, listen to replication events, query batch publication state, or work with Replicator, ReplicationOptions, or ReplicationStatusProvider in AEM Cloud Service.

对已进入 OPERATIONS MODE 的 Personal AI / DSH 基础设施做只读运维复查：聚合 governance、durability、aic drift、proposal、memory/model/routing 与 personalization 行为监控（纠正率/重复纠正/选择泄漏），区分 NO ACTION、REVIEW、ACTION REQUIRED 与 EXTERNAL BLOCKER；用于日常健康检查、异常复盘、升级前检查，或用户询问“系统现在健康吗/需要管什么/AI 最近是不是又变难用了/个性化有没有退化”时。默认不修改 canonical，不为变绿而静默修复。

Generates a concise, executive-ready performance summary covering key metrics, trends, and what's driving movement. Use this skill when someone needs to produce a briefing, executive summary, performance narrative, or stakeholder readout — for example, "write an exec summary of last week's performance," "create a performance briefing for our leadership team," "produce a monthly business review summary," "what should I tell executives about our metrics," or "generate a performance narrative." Also trigger for "QBR summary," "weekly business review," or "stakeholder briefing."

Stateful adoption coach for LeGreffier: inspects local and remote state, classifies the current adoption stage, and suggests the next best action. Use when getting started with LeGreffier, after installing the plugin or running moltnet agents init, when asked "what should I do next", "how do I use legreffier", "set up diary", "connect team diary", or "onboarding".

Plan, capture, edit, and visually QA short product demo recordings for docs, releases, and integration walkthroughs. Use when recording or replacing browser/app videos such as n8n or Node-RED flows; not for general-purpose video production.

Explore and understand Nx workspaces. USE WHEN answering questions about the workspace, projects, or tasks. ALSO USE WHEN an nx command fails or you need to check available targets/configuration before running a task. EXAMPLES: 'What projects are in this workspace?', 'How is project X configured?', 'What depends on library Y?', 'What targets can I run?', 'Cannot find configuration for task', 'debug nx task failure'.

Import, merge, or combine repositories into an Nx workspace using nx import. USE WHEN the user asks to adopt Nx across repos, move projects into a monorepo, or bring code/history from another repository.

Use when changing libs/database/src/schema.ts, adding Drizzle migrations, debugging drizzle-kit drift, or deciding between auto-generated and custom SQL migrations. Includes the post-#867 baseline-reset rule.

Review or replace React useEffect calls, or enforce a no-direct-effect policy. Use for effect implementation, refactoring, or lint policy; excludes unrelated React work and non-React effect systems.

Run prompts in Claude Code, OpenCode, Cursor, or Codex CLIs from this session — one IDE, fan-out, or model comparison. Relay the other runtime's stdout verbatim. Use on run in <ide>, compare <ide> vs <ide>, try on <model>, run across models.

ONLY for coordinated multi-artifact work: multiple workflows with dependencies, shared data-table schema/migration across tasks, or the user explicitly asked to review a plan first. Load create-tasks via load_tool before calling it (search "create tasks" if not visible). Do NOT use for new one-off workflows, single-workflow edits, verification-only requests, or standalone data-table ops — use workflow-builder or data-table-manager instead.

Research and create verified TranmereWeb player profiles in D1 through the Tranmere-Web MCP, including accurate avatar-builder likenesses and incoming transfer records for verified new signings. Use when asked to add a Tranmere Rovers player or new signing, fill missing player details or biography fields, create or refine a player avatar, or apply the standard avatar.

Model oil or gas supply shock exposure for a country and chokepoint. Use when the user asks how an energy disruption could affect fuel supply, strategic cover, or product deficits.

Operate a LangBot instance through its built-in MCP (Model Context Protocol) server. Use when an AI agent needs to manage LangBot — list/create/update/delete bots, pipelines, models, knowledge bases, MCP servers, and skills — over MCP instead of raw HTTP. Covers the /mcp endpoint, API-key auth (web-UI lbk_ keys and the config.yaml global key), the tool surface, and client configuration. Triggers on "langbot mcp", "manage langbot via mcp", "langbot /mcp", "langbot mcp server".

Develop, build, and debug the LangBot core backend and web frontend. Use when working inside the LangBot repository — backend (Python/Quart, src/langbot/pkg), the Vite/React web UI, HTTP API controllers/services, Alembic migrations, or the MCP server. Covers the dev environment (uv, pnpm), repo layout, the API auth model (user token / API key / global key), adding API endpoints, and the rule that API changes must update the MCP server and skills. Triggers on "langbot backend", "langbot dev", "langbot api", "add langbot endpoint", "langbot migration".

Analyzes smart contract codebases to identify state-changing entry points for security auditing. Detects externally callable functions that modify state, categorizes them by access level (public, admin, role-restricted, contract-only), and generates structured audit reports. Excludes view/pure/read-only functions. Use when auditing smart contracts (Solidity, Vyper, Solana/Rust, Move, TON, CosmWasm) or when asked to find entry points, audit flows, external functions, access control patterns, or privileged operations.

running tests at various levels from smoke tests to full suite to randomized tests

Create modern, intrinsic, accessible web elements using BONES semantic markup patterns fused with Every Layout custom elements. Use when building UI components, accessible widgets, responsive layouts, or web elements that must be framework-agnostic. Activates on bones, every-layout, intrinsic layout, accessible widget, semantic HTML, BEM, ARIA, stack-l, sidebar-l, cluster-l, box-l, cover-l, switcher-l, grid-l, frame-l, reel-l, icon-l, imposter-l, container-l. NOT for framework-specific components (React/Vue/Angular-only), CSS-only layouts without semantic structure, or purely visual styling tasks.

Runs wide parallel discovery, written synthesis gates, gap-driven deeper rounds, verification, and saturation across web and local sources. Use when a task requires finding information across the web, documentation, repositories, code, or local files—especially when vocabulary is uncertain, one search may miss results, multiple sources must be synthesized, or a defensible “not found” conclusion is required.

Analytical and creative thinking frameworks. First principles decomposition, iterative depth analysis, council debate with multiple perspectives, red team stress testing, brainstorming, world and threat models, and scientific method. USE WHEN first principles, decompose, challenge assumptions, iterative depth, be creative, brainstorm, council, debate, red team, stress test, devil's advocate, threat model, world model, think about, experiment, hypothesis, deep exploration, figure out, optimize, improve, weigh options, creative solutions, critique, counterarguments.