Security First

Find and install skills from the Orthogonal skill library

Execute a single Todo task through In Progress to Review, meeting every acceptance criterion with tests and vibe-lint checks. Refuses Planning-status tasks. Invoked as /agiflow:run-task <task>. Uses get_task, update_task, create_task_comment.

Execute a work unit end-to-end: sequence tasks by dependency, implement, test between tasks, commit, and track progress. Use to deliver a complete feature in one session. Invoked as /agiflow:run-work <work-unit>. Uses get_work_unit, list_tasks, update_task, get_work_unit_progress.

Video editing with ffmpeg including cutting, trimming, concatenating segments, and re-encoding

Process filler word annotations to generate video edit lists

Transcribe audio/video to text with word-level timestamps using OpenAI Whisper

Tools and techniques for detrending time series data in macroeconomic analysis

Generator economic dispatch and cost optimization for power systems

Extract locational marginal prices (LMPs) from DC-OPF solutions using dual values

Preprocessing and cleaning techniques for astronomical light curves

Lomb-Scargle periodogram for finding periodic signals in unevenly sampled time series data

Download water level data from USGS using the dataretrieval package

Data conditioning techniques for gravitational wave detector data

Calculate PI/PID controller gains using Internal Model Control (IMC) tuning rules for first-order systems.

Define custom distance/similarity metrics for clustering and ML algorithms

Extract, normalize, mix, and process audio tracks - audio manipulation and analysis

Convert media files between formats - video containers, audio formats, and codec transcoding

Analyze media file properties - duration, resolution, bitrate, codecs, and stream information

Apply video filters - scale, crop, watermark, speed, blur, and visual effects

Reference guide for translating Python syntax constructs to Scala equivalents

Build React components, implement responsive layouts, and handle

Apply expert UX/UI design thinking to design, redesign, enhance, or fix any interface element with meticulous craft and intentionality.

Analyze Phoenix context boundaries and module coupling via mix xref

Fix Elixir/Phoenix code until Codex CLI review comes back clean — bounded review, fix, verify loop before opening a PR