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Compile JSON Schema (draft-07, 2019-09, 2020-12) into fast validators with Ajv, report every failure by its instancePath, and use Ajv options to coerce types, apply defaults, and remove unknown properties so incoming JSON is both validated and normalized.

Configure MCP servers in the Claude Desktop app by editing claude_desktop_config.json. Grounded walkthrough covering config file locations, the mcpServers JSON structure, the filesystem server, and how to verify and troubleshoot the connection.

Turn CSV, JSON, or Excel data into publication-ready charts with Python: load it with pandas and render bar, line, scatter, and statistical plots in matplotlib (with seaborn styling), then export high-DPI PNG or SVG.

Pull text out of images, scans, and PDFs with the Tesseract OCR engine and OpenCV preprocessing. Run OCR in 100+ languages, read per-word confidence and page orientation (OSD), binarize and deskew for accuracy, and reconstruct tables into CSV or JSON.

Prepare complete, source-backed HeyClaude content submissions for agents, MCP servers, tools, skills, rules, commands, hooks, guides, collections, and statuslines.

Create portable Agent Skills, generate platform adapters, validate package metadata, and prepare PR-first HeyClaude submissions.

Expert business-validation capability pack for testing AI product ideas, market demand, pricing readiness, and launch feasibility.

Expert code-review capability pack for deterministic PR audits, risk-ranked findings, and low-noise fix planning without SaaS lock-in.

Expert automation-orchestration capability pack for designing safe, low-noise recurring Codex workflows with clear runbooks.

Expert Codex plugin capability pack for safe plugin scaffolding, manifest quality, MCP integration, and maintainable distribution.

Expert release-changelog capability pack for git-cliff with conventional commits, deterministic release notes, and low-maintenance versioning.

Expert husky capability pack for lightweight local quality gates, commit message enforcement, and low-friction contributor workflows.

Expert n8n operations capability pack for resilient workflow execution, incident recovery, credential safety, and production reliability.

Expert OpenClaw skill-authoring capability pack for repeatable research, validation, packaging, and distribution workflows.

Expert Unraid Community Apps template capability pack for source-backed XML metadata, safer defaults, and CA submission readiness.

Expert zero-budget launch capability pack for building and shipping SaaS using free-tier infrastructure and constrained execution plans.

Build repeatable eval suites that catch quality regressions in AI agent behavior before merge or release.

Instrument AI agent systems with high-signal telemetry and runbook-driven incident response for reliability and safety.

Plan SEO-forward content clusters that align search intent, topical coverage, internal links, and conversion pathways for AI tooling niches.

Ship smart contracts on Base with secure deployment, verification, environment management, and production-readiness checklists.

Build robust browser automation workflows for AI agents with deterministic selectors, retries, and safe action boundaries.

Expert Cloudflare capability skill for designing workers that combine D1, KV, and R2 with clear consistency, caching, and security boundaries.

Create production-grade Docker Compose stacks with healthchecks, secrets handling, network isolation, and safe rollout patterns.

Expert EVM capability skill for secure contract architecture across Ethereum and Base, including Foundry testing and operational controls.

Build and harden Ethereum smart contracts with Foundry, invariant testing, and battle-tested OpenZeppelin security patterns.

Expert GitHub Actions capability skill for secure workflow architecture, token minimization, supply-chain controls, and CI reliability.

Create useful Gemini-powered Google Workspace automations for docs, sheets, email triage, and internal workflow productivity.

Accelerate search discovery and indexing updates with IndexNow-aware publishing workflows and crawl-efficient update signaling.

Expert MCP capability skill for secure server authoring, tool schema discipline, authorization boundaries, and prompt-injection risk review.

Secure MCP servers with strict tool boundaries, auth controls, dependency hygiene, and abuse-resistant runtime policies.