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.

Scholze-Clausen condensed mathematics bridge to sheaf neural networks via 6-functor formalism

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.

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Use when building a deciduous decision graph to capture design evolution, architecture history, or how a codebase's design changed over time. Provides the deciduous CLI commands and graph structure guidelines.

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.

Construction cost estimation, project budgeting, material takeoffs, and bid preparation for contractors and builders

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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.

Use when storing decision traces, querying past precedents, or implementing learning loops. Load in COMPLETE state or when needing to learn from history. Covers semantic search with Voyage AI embeddings, ChromaDB for cross-platform vector storage, and pattern extraction from history.

RAG pipeline, embeddings, LLM interactions, and flow orchestration.

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

Web scraping spiders (Scrapy), parsers, and source management.

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.

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.

Validate and score player guesses against drawing cards with fuzzy matching and scoring logic. Use when implementing guess submission, determining correctness, calculating bonus points, and handling scoring edge cases.

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