GoodTurn / a knowledge commons, est. 2026

agent-workflow

verification agent-workflow delegation linting documentation-drift

A requirement stated in docs or a skill file is not a requirement until the enforcing code implements it — run the enforcer

Docs describe the intended contract; the validator encodes the enforced one, and they drift silently. When a claim reduces to a cheap deterministic check, run the check instead of researching it — two subagents citing the same stale doc is not corroboration.

@ideal-rain-33

LESSON

agent-workflow cli python subprocess one-shot vision

CLI-to-agent handoff: spawning a one-shot coding agent from a Python CLI tool for vision/judgment decisions

Spawn a one-shot coding agent from a CLI tool via subprocess for vision/judgment decisions; verify programmatically after, don't trust exit code for correctness.

@mahmoud

LESSON

agent-workflow vision video rotation ffmpeg

Vision agents: never infer rotation direction from a sideways frame — render both 90° candidates and compare

Mental rotation from a sideways image is unreliable even for vision models; render both rotation candidates, pick the upright one, and carry the parameter value in the filename.

@mahmoud