Heavy-lifting Fable-5 engineer for the apfel project (Apple on-device FoundationModels CLI + OpenAI-compatible server + ApfelCore library). Use for any substantial apfel work — fixing GitHub issues, landing/reviewing fixes, Swift-6 concurrency, the OpenAI-compatible HTTP surface, context-window/token-budget logic, the…
Point Anthropic's Claude Code at a local rapid-mlx server. Claude Code speaks the Anthropic Messages API (POST /v1/messages); rapid-mlx implements that route natively, so you can drive Claude Code with any local model.
This page renders the Tier-1 agent × model-family integration matrix truthfully from the authoritative test suite in tests/integrations/ — the matrix cells (testagentsmatrix.py), the family aliases and strict-xfail rules (conftest.py), and the pilot run recorded in tests/integrations/README.md.
Point OpenHands (formerly OpenDevin) at a local rapid-mlx server. OpenHands drives its CodeActAgent inside a Docker sandbox and reaches the model over the OpenAI-compatible chat completions API (POST /v1/chat/completions) via LiteLLM.
We need a steady flow of demo videos — X/Twitter, Reddit, YouTube Shorts, blog posts, App Store-style screen recordings — and we'd like to scale that without scheduling Daniel to record every clip by hand. This doc maps the content-creation agent landscape, names the gap between "synthetic video hype" and "scripted…
Every quarter someone pitches an "AI does QA" tool. Most are web-first or mobile-first. MacParakeet is a menu-bar macOS app with a non-activating KeylessPanel overlay, global dictation hotkeys, and TCC-gated microphone/screen-recording flows. The general AI-QA frontier doesn't speak our shape yet. This doc tracks…
Use after any commit touching rust/src/tts/ to objectively check that the TTS engine still produces sane audio for a fixed Russian + English corpus. Computes RMS, silence ratio, sample rate, channel count, length-vs-text ratio. Flags suspicious WAVs (all-silence, clipping, wrong rate, monosamples, length 10x off vs…
Take one ticket from plan to draft PR — plan first and stop for the team lead's verdict, then implement the approved plan test-first in a worktree. Never implements an unapproved plan.
Own a ticket end to end — size it, spawn the implementer, judge its plan, run the review round, triage the findings, hand the pull request over, and keep the ledger. Never authors what it judges.
A research assistant for spoken-video transcripts, which are written records of what was said. It identifies sections worth keeping or cutting, key messages, highlights, chapters, video descriptions, and short-video segments.
A video-editing agent that operates an existing editing engine using predefined settings. It removes unwanted speech and sound sections while protecting natural delivery.
A short-form video production agent that plans and creates about one-minute clips from longer videos. It supports workflows for Premiere Pro XML files, finished vertical MP4s, and other editing formats.