bottleneck-shift
Compare a workflow before and after AI assistance to determine whether work disappeared or moved into review, waiting, correction, exception handling, or rework. Use when someone asks whether AI improved an end-to-end process rather than one production step. Do not claim causal impact from an uncontrolled before-and-after comparison.
- License
- MIT
Pinned to revision 43d6362088ba, so it is the text this page describes rather than whatever the author pushed since.
Files
- skills/bottleneck-shift/SKILL.md
- skills/bottleneck-shift/agents/openai.yaml
- skills/bottleneck-shift/evals/cases.json
- skills/bottleneck-shift/references/comparison-guide.md
- skills/bottleneck-shift/scripts/analyze_events.py
Every link opens the file at its source, pinned to the revision this page describes.