AI Engineering

Pdf2Tex reconstructs editable LaTeX source from a compiled PDF by extracting text, math, tables, figures, and document structure. Use it when you need to recover or edit a paper but only have the PDF.

Plan creates a structured implementation plan for a gflow-cli feature and writes it to docs/superpowers/plans/<date>-<slug>/PLAN.md. Use it after predict and scenario outputs are available to break work into atomic tasks with tests.

PR Council Review runs a multi-dimension LLM review of an open PR or local feature branch. It checks correctness, quality, security, tests, and related surface-specific concerns, then synthesizes one verdict.

Predict runs a five-persona pre-implementation review for gflow-cli proposals before coding starts. Use it for high-stakes changes like auth, transports, selectors, schema migrations, or CLI surface changes to get a GO, CAUTION, or STOP verdict.

Video Production composes gflow into a finished video with continuity, audio, captions, and clip assembly. Use it when you need scripted scenes, consistent characters or locations, or to fix drift, sync, or generation failures.

Memory Recall searches ourmem for relevant past memories using semantic search. Use it when you need to find, recall, search, or remember something.

Memory Store saves information to ourmem for persistent memory across sessions. Use it when a user asks to remember, save, store, or not forget something.

Ourmem stores persistent, shared memory across sessions, devices, agents, and teams. Use it to remember preferences, import or share memories, and set up hosted or self-hosted memory storage.

OurMem Bootstrap installs the ourmem/omem plugin, creates an API key, and sets up the ourmem skill. Use it once to connect a client, then the installed skill handles ongoing memory workflows.

DDIA Principles distills Designing Data-Intensive Applications into a reference for data modeling, storage engines, replication, partitioning, consistency, and distributed processing. Use it when designing or reviewing data-intensive systems and trade-offs.

Project Brain scaffolds and updates a project-level memory folder for AI sessions. Use it to initialize context, resume work, hand off before switching windows, or record approved updates.

Vision calls external vision models to describe images from a prompt and file path. Use it to analyze screenshots, UI layouts, diagrams, or other image content when native image understanding is unavailable.