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Senior engineer CLI expertise for AI agents — workflows, safety guardrails, gotchas, and anti-patterns across cloud, IaC, containers, databases, dev tools, and platforms

Use this skill for any Android responsive layout or scaling question — including making apps look right on tablets, foldables, or different screen sizes — and whenever the user mentions appdimens-dynamic, sdp, hdp, wdp, ssp, DimenCache, autoResize, responsive dp/sp, or scaling strategies. Also trigger when the user wants to add the AppDimens Dynamic dependency, choose between Compose vs Views scaling, implement constraint-based resize, or convert plain dp/sp values to scaled equivalents. When in doubt, use this skill — it covers the full lifecycle: install, strategy selection, Compose/Kotlin/Java implementation, and resize.

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Use this skill when you need to create or modify `.docx` files **in this container environment** and verify them visually.

This skill is designed for **reliable, workflow-driven** PDF work: **render -> verify -> operate -> re-render verify**.

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Complete guide for using the pm CLI to manage tasks across Asana, Notion, Trello, Linear, and ClickUp. Use when an agent needs to run pm commands to connect providers, list/search/show tasks, create or update work, inspect Asana threads/attachments, manage config/cache, or create task-based git branches.

Generate a professional, client-ready marketing services proposal. This skill produces a complete proposal document that positions the agency/consultant as the clear choice, frames pricing with anchor

You are an AI coding agent with agent-bridge installed. This machine is a **peer** in a bidirectional bridge -- it can both send commands to and receive commands from other paired machines.

Automate Gmail tasks via Rube MCP (Composio): send/reply, search, labels, drafts, attachments. Always search tools first for current schemas.

Comprehensive techniques for acquiring, analyzing, and extracting artifacts from memory dumps for incident response and malware analysis.

Self-referential loop until task completion with architect verification

API security testing workflow for REST and GraphQL APIs covering authentication, authorization, rate limiting, input validation, and security best practices.

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Configures TrueFoundry AI Gateway for unified OpenAI-compatible LLM access. Covers auth (PAT/VAT), model routing, rate limiting, and budget controls.

Set up ongoing competitor monitoring. Use when: defining tracked competitors, scan frequency, change detection alerts.

Changelog Automation workflow skill. Use this skill when the user needs Automate changelog generation from commits, PRs, and releases following Keep a Changelog format. Use when setting up release workflows, generating release notes, or standardizing commit conventions and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

Use Claude Code's full tool system with any OpenAI-compatible LLM — GPT-4o, DeepSeek, Gemini, Ollama, and 200+ models via environment variable configuration.

Generate a comprehensive, user-editable schema reference file for the data warehouse.

v1.6.0 G-SKLL | Guided Oracle birth and awakening ritual (~15 min). Use when creating a new Oracle in a fresh repo. Orchestrates /learn and /trace for philosophy discovery.

Use when the user asks to run Codex CLI (codex exec, codex resume) or references OpenAI Codex for code analysis, refactoring, or automated editing

Guidance for using the .NET Aspire CLI to create, initialize, run, update, publish, deploy, and manage Aspire AppHost projects. Use when selecting or explaining Aspire CLI commands, flags, or workflows (new/init/run/add/update/publish/deploy/do/exec/config/cache/mcp), or when upgrading to Aspire 13.1 CLI behaviors. MCP commands (aspire mcp init) are included when explicitly requested.

Generate PRODUCT_SPEC.md through guided Q&A. Use as the first step when starting a new greenfield project.

Etalon memory architecture with Knowledge Graph (PARA), session isolation, memory decay, and QMD hybrid search

Composite: security audit -> production upgrade -> self-evaluation. Use when user says 'audit', 'check the codebase', 'find and fix issues', or 'is this production-ready'.

Use this skill when committing VCSDD pipeline artifacts to git. Provides conventional commit message format, phase tag patterns, and atomic staging strategies.

Capture subject matter expertise and domain knowledge that will inform all product decisions - the ubiquitous language, domain rules, and principles from the field

This skill should be used when the user is writing code with mixed casing conventions, choosing casing for identifiers, enforcing casing consistency across a codebase, or when camelCase and snake_case appear in the same file. Covers per-context casing rules, acronym handling, and the absolute prohibition of mixed conventions.

Fix a specific bug or problem in the codebase. Analyzes code to find and fix issues without creating plans. Use when user reports a bug, error, or something not working. Always suggests test coverage and adds logging.

Fastify is a high-performance Node.js web framework focused on speed

Build software features end to end in an existing repository. Use when the user asks to build, implement, add, create, wire up, or ship code changes, including backend, frontend, APIs, and automation tasks.

Byzantine consensus voting for multi-agent decision making. Implements voting protocols, conflict resolution, and agreement algorithms for reaching consensus among multiple agents.

Patrick Lencioni's organizational health framework based on four disciplines - building cohesive leadership, creating clarity, over-communicating, and reinforcing through systems

Use when configuring the Salesforce product catalog and pricing structure: creating Product2 records, setting up Standard and custom Pricebooks, managing PricebookEntry junction records, enabling multi-currency pricing, configuring Product Schedules (Revenue and Quantity), or troubleshooting incorrect prices on Opportunity line items and Quotes. Triggers: 'add product to pricebook', 'pricebook entry', 'standard pricebook', 'product catalog', 'multi-currency product pricing', 'product schedule', 'revenue schedule', 'quantity schedule', 'deactivate product'. NOT for CPQ (Salesforce Revenue Cloud / SBQQ) product configuration, CPQ pricing rules, or CPQ bundle setup. NOT for Quote template layout or PDF generation.

Configure Konflux for new Submariner version - creates overlays, tenant config, and RPAs for Y-stream releases.

Generate and edit images using Nano Banana (Gemini image generation). Use when users want to create images, generate visuals, edit photos, design mockups, produce thumbnails, create logos, make hero images, or integrate Nano Banana into their codebase.

Safe refactoring workflow and common patterns. Invoke when extracting methods, renaming, moving code, or addressing code smells.

This skill extracts key constraints and product requirements from a user's shopping query. It should be triggered when the agent receives a new shopping instruction, to identify product attributes (e.g., 'gluten free'), price limits (e.g., 'lower than 140.00 dollars'), and other specifications. The skill outputs a structured set of search criteria to guide subsequent product discovery.

**DOCS FIRST, CODE SECOND**

Apply final governance and release-gate checks to a judged change set by reading `handoff.json`, `verdict.json`, optional eval evidence, and emitting machine-readable `audit.json` with `gate` status. Use when implementation already has a judge verdict and a separate auditor must decide landability (`pass`, `fail`, or `needs-human`) without modifying source files.

AI-powered image editing with style transfer and object removal

Real-time companion monitor for OpenClaw agents

**Senior Product Manager, Enterprise Integrations**

This skill encodes a conserved intelligence field.

**Tier**: retrieval

Configure regional settings. Use when: setting timezone, language, compliance rules, currency, or local preferences.

Discover and call remote schema-exposed interfaces with UXC. Use when an agent or skill needs to list operations, inspect operation schemas, and execute OpenAPI, GraphQL, gRPC, MCP, or JSON-RPC calls via one CLI contract.