Macronix International MPN encoding patterns, density decoding, and handler guidance. Use when working with Macronix Flash memory components or MacronixHandler.
Helpers to discover, rank, and invoke repository symbols from natural language with minimal context.
Expert knowledge on creating Claude Code subagents. Use when designing or creating subagent .md files, understanding subagent structure, tool restrictions, or model selection.
Frontier content tracking automation - search papers, code, and blogs, deduplicate, download PDFs, analyze and generate research reports. Supports incremental updates.
Create or update a journal entry module (database, model, actions, views, controllers, API, docs, tests). Use when adding a new journal module or changing an existing module such as mood, health, or obligations.
Create discount codes for promotions, launches, beta readers, or giveaways. Supports percentage/fixed discounts, usage limits, expiry dates, and product restrictions. Triggers on "create discount", "promo code", "coupon", "launch code", or similar queries.
Your approach to handling global security. Use this skill when working on files where global security comes into play.
Use the hack CLI for local runtime orchestration (compose, DNS/TLS, logs, sessions, tickets) and agent setup. Trigger when asked to run/start/stop services, inspect logs, manage lifecycle/session workflows, or update agent integrations. Prefer CLI over MCP when shell access is available.
Portfolio management with OpenAlgo - funds, positions, holdings, order book, trade book, margin calculator, and account management
Simplify code and remove legacy/backcompat shims while preserving behavior. Use when asked to clean up or simplify code.
Generates individual .claude/commands files from templates
Designs, implements, and deploys Microsoft 365 Copilot agents using TypeSpec and ATK CLI. Provides architectural guidance, capability configuration, security patterns, and lifecycle management. Use when developing M365 Copilot agents, working with TypeSpec, or managing agent deployments. For creating new projects, use the m365-agent-scaffolder skill.
Data visualization with OpenAlgo - candlestick charts, options payoff diagrams, P&L dashboards, and real-time Streamlit dashboards
**Roadmap Tracker** - Automated 1M€ 18-Month Business KPI Tracking
Manage Apple Search Ads campaigns, ad groups, keywords, and reports via the asa-cli tool. Use when the user asks about Apple Search Ads management, campaign operations, keyword bidding, ASA reports, or ad performance.
Use the constraint-memory MCP tools to query/upsert timeboxing constraints stored in Notion.
Write and validate Grove technical specifications with consistent formatting, ASCII art headers, diagrams, and the Grove voice. Use when creating new specs, reviewing existing specs for completeness, or standardizing spec formatting.
Develop the go-lcpd daemon/tools (Go). Follow repo principles (robustness, TDD, lint) and validate with make test/lint/gen.
In Codex interactive mode, call delegate_autopilot automatically for multi-step or cross-cutting requests (including research-only), otherwise work normally.
This skill should be used when users want to create powerful AI agents comparable to Claude Code or sonph-code. It provides battle-tested system prompts, masterfully-crafted tool implementations, and the simple but powerful agent loop pattern. Use this skill when users ask to build coding agents, AI assistants with tools, or any autonomous agent that needs file operations, code execution, search, and task management capabilities. The key insight is that customization requires only ONE HumanMessage after the SystemPrompt.