Handle complex-valued tensors in PyTorch for astronomical imaging applications. This skill should be used when working with Fourier transforms, phase/amplitude representations, and complex arithmetic in PRISM.

Score task complexity using keyword matching and heuristics

'Compresses prompts/skills into minimal goal-focused instructions. Trusts the model, drops what it already knows, maximizes action space. Use when asked to compress, condense, or minimize a prompt.'

Expert in building production-ready computer vision systems for object detection, tracking, and video analysis.

Forth/Factor/Joy: stack-based concatenative programming where composition replaces application.

Design and validate complex concurrent rendering workflows using `useTransition`, `Suspense`, and selective hydration to preserve responsiveness under heavy workloads.

Set up conditional documentation loading to prevent context pollution. Use when organizing project docs, implementing progressive disclosure, or reducing CLAUDE.md token consumption with on-demand loading.

Help users run better customer and user interviews. Use when someone is preparing for user research, planning discovery interviews, writing interview questions, analyzing interview findings, or trying to understand customer needs.

Orchestrate multi-target CLI configuration synchronization using config-sync phase runners and planners.

Provide structured config-sync system and directory overview. Use when config-sync architecture guidance is required.

Effect provides type-safe configuration loading with:

Teach image optimization configuration changes in Next.js 16. Use when configuring images, troubleshooting image loading, or migrating image settings.

Universal environment variable loader for AI agent environments. Loads secrets and config from Claude.ai, Claude Code, OpenAI Codex, Jules, and standard .env files.

Kafka Connect integration expert. Covers source and sink connectors, JDBC, Elasticsearch, S3, Debezium CDC, SMT (Single Message Transforms), connector configuration, and data pipeline patterns. Activates for kafka connect, connectors, source connector, sink connector, jdbc connector, debezium, smt, data pipeline, cdc.

Identify how consciousness maintains, transforms, and operates itself. Use when diagnosing notion-reality engines, mind projection patterns, ego-sense dynamics, equanimity operations, or inquiry dissolution. Recognize operational patterns in consciousness evolution.

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'Automated workflow for generating AI-powered content using agent_codex.py. Handles prompt setup, batch processing, validation, and output management for InsightfulAffiliate and NextGenCopyAI content.'

Create and manage content for blogs, social media, video, and newsletters with automated pipelines.

Handles the publication workflow for AndesRC blog articles. Creates markdown files, triggers builds, submits to Google Search Console, and initiates promotion. Use as the final step in the content pipeline.

Refine verbose educational content by eliminating redundancy, tightening prose, and strengthening lesson connections. Use when content is wordy, repetitive, or lacks narrative flow between sections.

Use when designing references between content items, content picker fields, many-to-many relationships, or bidirectional links. Covers relationship types, reference integrity, eager/lazy loading, and relationship APIs for headless CMS.

ALWAYS activate this skill at the start of every task. Load project context from .claude/ directory including coding rules, design decisions, and documentation before executing any task.

context-management

Use when you need to fully restore working context from a previous session - loads STATUS.json, reads key files, rebuilds mental model of current work state. Do NOT use for quick questions or when starting fresh unrelated work - the full context restoration adds overhead that isn't needed for standalone tasks.

Context

'Determines minimal context and routes tasks to the correct prompts, agents and tools.'

This skill enables structured preservation of working context to disk, allowing seamless continuation of complex tasks across chat sessions. It extracts signal from noise, capturing essential state wh

Context Store - Document management system for storing, querying, and retrieving documents across Claude Code sessions. Use this to maintain knowledge bases, share documents between agents. Whenever you encounter a <document id=*> in a session, use this skill to retrieve its content.

项目上下文自动更新器。当新增功能、重构代码、修改架构时触发，确保 project_context.md 保持最新。触发词：新功能, 重构, 架构变更, 新模块, 新系统, 完成实现。

Fetch library documentation with automatic 77% token reduction via shell pipeline.

Use when Codex needs curated documentation context or outlines from the Context7 MCP server.

To fetch up-to-date docs and code examples from Context7 for a known library, query by a resolved library ID after running resolve-library-id (max 3 calls).

To find the Context7-compatible library ID for a package or product name, resolve the library ID before querying docs unless the user already provided an /org/project ID (max 3 calls).

Patterns for using Context7 MCP for library documentation (v2.25)

Continue phase execution from checkpoint

Use when building ongoing loop animations - loading states, ambient motion, background effects that run indefinitely without user fatigue

Use when creating ongoing animations - loading spinners, pulsing indicators, ambient motion, background effects, or any animation that repeats indefinitely.

- JSON fixtures in `skills/contract-checker/fixtures/`.

Contract lifecycle management - creation, consumption, modification, and resolution.

Extract and analyze agent reasoning loops, step functions, and termination conditions. Use when needing to (1) understand how an agent framework implements reasoning (ReAct, Plan-and-Solve, Reflection, etc.), (2) locate the core decision-making logic, (3) analyze loop mechanics and termination conditions, (4) document the step-by-step execution flow of an agent, or (5) compare reasoning patterns across frameworks.

conversation-state-management

Stateless conversation management with database-backed history, message persistence, and scalable architecture. Use when handling chat state, loading history, or building stateless APIs.

Converts HTML/CSS to WPF CustomControl XAML with correct patterns and common pitfall solutions. Use when transforming web designs to WPF, converting CSS animations to Storyboards, implementing CSS border-radius clipping, CSS pseudo-elements (::before/::after), or CSS transforms in XAML.

84 Convex modules cause TypeScript recursion limits. Solution: extract thin `internalQuery` wrappers in `convex/lib/helpers.ts`, call from actions via `internal.lib.helpers.*`.

Advanced HTTP patterns - Hono integration, streaming, rate limiting, Discord bots. Load AFTER reading /docs/server/http

Convex React client - hooks, real-time updates, optimistic updates, pagination, and UI patterns. Use when working with useQuery, useMutation, useAction, usePaginatedQuery, convex/react, ConvexProvider, ConvexReactClient, optimistic updates, skip, real-time, or loading states in React.

Query and download datasets from the Cook County Open Data Portal using the Socrata Open Data API (SODA) and SoQL.

Set up GA4 with DSGVO-compliant cookie consent.

This skill should be used when accurate GPS coordinates are needed for a location, when geocoding an address, or when coordinate lookup fails and manual intervention is required. Provides OpenStreetMap Nominatim API expertise and geocoding utilities.

Build apps with natural language using GitHub Copilot Spark. Perfect for rapid prototyping, teaching non-coders, and exploring ideas before committing to full implementation. Triggers on spark, prototype, app builder, no-code, low-code, natural language app, teach coding, onboarding.