Spotify Intelligence (ClawHub Edition)

This edition is ClawHub-validator compatible (text + python-focused).

The full local Windows edition may include additional PowerShell wrappers.

Required env

• SPOTIFY_CLIENT_ID
• SPOTIFY_CLIENT_SECRET
• optional SPOTIFY_REDIRECT_URI

Core Python entrypoints

• Auth token exchange: scripts/auth/oauth_auth.py
• Playback control: scripts/playback/playback_control.py
• Recommendations: scripts/recommend/recommend-now.py
• Recommendation helper: scripts/recommend/recommend_commands.py
• Derived features: scripts/decision/rebuild-derived-features.py

Key capabilities

• Playback (play/pause/next/previous/volume/device/queue)
• Song search with own-playlist preference + global fallback
• Recommendation modes: passend, mood-shift, explore
• Feedback-aware scoring (like/dislike/skip/keep)
• Governance and decision logging (DB-backed)

References

• references/read-layer.md
• references/playback-control.md
• references/recommendation-layer.md
• references/feedback-loop.md
• references/governance-cost.md
• references/status-handover-2026-02-24.md