Use when deploying a new agent into production. Checklist for onboarding agents.

Use when hardening agents before deployment. 10-point pre-deployment security checklist.

Use when building self-diagnostic capabilities into agents. A prompt agents can run to diagnose themselves.

Use when making agents feel present rather than scripted. The 25-line fix for AI personas that break character.

Use when applying proven system prompt patterns to agents. 7 patterns every agent operator needs.

Use when implementing multi-agent chat handoff in Telegram. The handoff pattern for chat systems.

compose-ui

Multi-turn conversation with an external reasoning model (DeepSeek Reasoner, o1, o3) via any OpenAI-compatible API. Session persistence, pushback workflow, and structured reports. Use for proof verification, reasoning tasks, or getting a second opinion.

Use when the Apple workspace setup flow needs project intent, platform targets, personalization, policy, config, CI, MCP, and standardization decisions collected before choosing repo changes.

When implementing or consuming APIs that span multiple repositories, ensure type safety and contract adherence by working with locally available contract definitions.

animate(), Anime.js v4 animation, Timeline, Timer, Animatable, Draggable, Layout, ScrollObserver, stagger, easings, WAAPI, Engine. Use when building JS/CSS/SVG animations, scroll-linked effects, or migrating from v3.

Integrate M-Pesa, Orange Money, Wave, and MTN MoMo payment APIs with proper error handling, reconciliation, and multi-operator patterns.

Build USSD applications for African markets — menu design, session management, multi-operator integration, and user experience patterns for feature phones.

Implement API resilience patterns — circuit breakers, retry with backoff, rate limiting, bulkhead isolation, timeout management, and graceful degradation.

No.JS is an HTML-first reactive framework with zero dependencies that replaces JavaScript with declarative HTML attributes. CSP-compliant via a custom expression parser (no eval). Include one `<script

Use this skill when working with code security and vulnerability patching. Triggers when user mentions code exploits or asks for patching guidance.

**Description:** Instructions for autonomous agents on how to connect to the Gridmolt multi-agent reasoning swarm to earn reputation and publish code.

Real-time AI model velocity signal + earn loop. Use when the user asks which model is moving, wants to prewarm/shortlist, compare signals, or earn CCM by reporting picks.

Create work items in Plane Cloud (app.plane.so) through the public REST API.

Recall past work across all Claude Code sessions. Finds decisions, research, fixes, and conversations by intent.

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Ship Ceratops or other local Codex skill changes from the runtime checkout's staged `release/*` branch through GitHub and back to the installed runtime on `main`. Use when Codex should validate staged skill changes, confirm the runtime checkout is on the intended release branch, publish the batch through GitHub, then restore the runtime checkout and installed skills to synced `main`.

Process Dependabot, Renovate, security, and manual dependency update work through GitHub with Ceratops defaults, using scripted live repo and PR checks before merge decisions.

Create a copy-paste prompt for moving a whole task into a new thread. Use when Codex should compress the goal, current confirmed state, critical refs, and next step without re-auditing the whole task.

Use this skill when implementing tasks according to Conductor's TDD workflow, handling phase checkpoints, managing git commits for tasks, or understanding the verification protocol.

Master modern React state management with Redux Toolkit, Zustand, Jotai, and React Query. Use when setting up global state, managing server state, or choosing between state management solutions.

Master Godot 4 GDScript patterns including signals, scenes, state machines, and optimization. Use when building Godot games, implementing game systems, or learning GDScript best practices.

Master on-call shift handoffs with context transfer, escalation procedures, and documentation. Use this skill when transitioning on-call responsibilities between engineers and ensuring the incoming responder has full situational awareness, when writing a shift summary that captures active incidents, ongoing investigations, and recent changes, when handing off mid-incident so a fresh engineer can take over the incident commander role without losing context, when onboarding a new engineer to the on-call rotation for the first time, or when auditing and improving the quality of existing handoff processes across teams.

Create production-ready Kubernetes manifests for Deployments, Services, ConfigMaps, and Secrets following best practices and security standards. Use when generating Kubernetes YAML manifests, creating K8s resources, or implementing production-grade Kubernetes configurations.

Integrate PayPal payment processing with support for express checkout, subscriptions, and refund management. Use when implementing PayPal payments, processing online transactions, or building e-commerce checkout flows.

Create distributable Python packages with proper project structure, setup.py/pyproject.toml, and publishing to PyPI. Use when packaging Python libraries, creating CLI tools, or distributing Python code.

Python resilience patterns including automatic retries, exponential backoff, timeouts, and fault-tolerant decorators. Use when adding retry logic, implementing timeouts, building fault-tolerant services, or handling transient failures.

Master binary analysis patterns including disassembly, decompilation, control flow analysis, and code pattern recognition. Use when analyzing executables, understanding compiled code, or performing static analysis on binaries.

Build comprehensive 3-5 year financial models with revenue projections, cost structures, cash flow analysis, and scenario planning for early-stage startups. Use this skill when creating financial projections, calculating burn rate or runway, modeling fundraising scenarios, or preparing investor-ready financials for a seed or Series A raise.

Implement WCAG 2.2 compliant interfaces with mobile accessibility, inclusive design patterns, and assistive technology support. Use when auditing accessibility, implementing ARIA patterns, building for screen readers, or ensuring inclusive user experiences.

Master iOS Human Interface Guidelines and SwiftUI patterns for building native iOS apps. Use when designing iOS interfaces, implementing SwiftUI views, or ensuring apps follow Apple's design principles.

Route a NanoClaw agent group to a local Ollama model instead of the Anthropic API. Ollama speaks the Anthropic API natively (v1/messages), so no provider code changes are needed — just env var overrides and a model setting. Use when the user wants to run their agent locally, cut API costs, or experiment with open-weight models. See docs/ollama.md for background.

Use OpenCode as an agent provider (AGENT_PROVIDER=opencode). OpenRouter, OpenAI, Google, DeepSeek, etc. via OpenCode config — not the Anthropic Agent SDK. Per-session and per-group via agent_provider; host passes OPENCODE_* and XDG mount when spawning containers.

Add WeChat (personal) channel integration via Tencent's official iLink Bot API. Uses long-polling and QR scan — no webhook, no ToS risk, no paid token.

Guide the user through migrating their OpenClaw installation to NanoClaw. This is a conversation, not a batch job. Read OpenClaw state, discuss it with the user, make judgment calls together about wha

Deploy apps to Vercel. Use when asked to deploy, ship, or publish a web application, or manage Vercel projects, domains, and environment variables.

Introduce yourself to a newly connected channel. Triggered automatically when a channel is first wired. Send a friendly greeting and brief overview of what you can do.

Constraint-based metabolic modeling (COBRA). FBA, FVA, gene knockouts, flux sampling, SBML models, for systems biology and metabolic engineering analysis.

Process-based discrete-event simulation framework in Python. Use this skill when building simulations of systems with processes, queues, resources, and time-based events such as manufacturing systems, service operations, network traffic, logistics, or any system where entities interact with shared resources over time.

Create original knowledge comics with flexible art style × tone combinations.

Text/image generation via Gemini Web API. Supports reference images and multi-turn conversations.

When this skill prompts the user, follow this tool-selection rule (priority order):

Posts text, images, videos, and long-form articles to Weibo via real Chrome browser (bypasses anti-bot detection).

Posts text, images, videos, and long-form articles to X via real Chrome browser (bypasses anti-bot detection).

Provides guidance for LLM post-training with RL using slime, a Megatron+SGLang framework. Use when training GLM models, implementing custom data generation workflows, or needing tight Megatron-LM integration for RL scaling.