Orchestrates end-to-end autonomous AI research projects using a two-loop architecture. The inner loop runs rapid experiment iterations with clear optimization targets. The outer loop synthesizes results, identifies patterns, and steers research direction. Routes to domain-specific skills for execution, supports…
An automated loop for improving a generated research paper through repeated review, editing, and recompilation. Recompiling rebuilds the paper so changes can be checked in the final document.
Drive the autonomous research loop round after round — ask the engine which node to expand, plan there, run, read the result, repeat. Use when the user wants to keep improving a repository over many rounds, or wants autorun without an AI API key.
Route and run Primr company research from an agent host. Use for a bare Primr company-and-URL request, named Primr report, full strategic dossier, Strategic Overview, or strategy module. Default to Primr Zero unless the user explicitly requests paid, metered, provider-backed, or premium execution; use an inline primr…
Turn a paragraph-level research brief into a research-first autonomous paper pipeline. Use for the Codex-host migration with a physically separate, plan-bound Claude Code/MiniMax M3 worker session, hash-bound evaluator evidence, authenticated lifecycle actions, typed failures, pause/resume/stop, patrol, and owned…
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originalMIT
At most 3 mods per repository are shown here, and a mod shipped inside a plugin is left to that plugin's page — the rest are on their repository pages: