Create platform-native content systems for X, LinkedIn, TikTok, YouTube, newsletters, and repurposed multi-platform campaigns.
X/Twitter API integration for posting tweets, threads, reading timelines, search, and analytics.
Create refreshable, auditable OpenDesign artifacts backed by connector or local data.
Methodology for evaluating the live product via a real browser (Playwright MCP) when planning work or evaluating a PRD.
Records research provenance as a post-task epilogue, scanning conversation history at the end of a coding or research session to extract…
Build a real-time support chat system with a floating widget for users and an admin dashboard for support staff.
Report the embedded release marker when testing public Skill installation or marketplace updates.
Use for Livewire performance work. Covers what one Livewire request actually costs, the snapshot that travels both ways on every request…
Use at ship time to merge the spec into the living documentation, delete the staging spec and plan, and ask how to finish.
Develop and contribute to the PinchTab project.
Deconstructs academic papers into simplified summaries and visualizes cognitive insights using ASCII art and personal knowledge baselines.
Use proactively whenever LLM API costs come up -- or should.
Run any question, idea, or decision through a council of 5 AI advisors who independently analyze it, peer-review each other anonymously…
Run multi-LLM council for adversarial debate and cross-validation.
Master comprehensive evaluation strategies for LLM applications, from automated metrics to human evaluation and A/B testing.
Pydantic-AI agents, RAG, embeddings for Pulse Radar knowledge extraction.
Get reliable JSON, enums, and typed objects from LLMs using response_format, tool_use, and schema-constrained decoding across OpenAI…
Demonstrate unbounded resource consumption against an LLM application — token floods, unbounded output, and cost/denial-of-wallet…
Use when building or maintaining a persistent personal knowledge base (second brain) in Obsidian where an LLM incrementally ingests…
Configure and manage Learning Management System operations including courses, enrollments, compliance training, and learning analytics
Generates seed data from ORM schemas or entity definitions to any target format.