| name | marlandoj-collaboration-profile |
| description | Quarterly drift watcher for marlandoj's collaboration style baseline. Scans typed user messages from zo_conversations.duckdb and staging payloads, diffs against a frozen baseline (median chars, frustration rate, cadence), and exits 0/1/2 for no-drift/drift/error. Identity files are never auto-modified — drift requires human review. |
| compatibility | Created for Zo Computer |
| metadata | {"author":"marlandoj.zo.computer","baseline_frozen":"2026-05-02","scan_cadence":"quarterly (90 days)"} |
Collaboration Profile Drift Guard
Monitors marlandoj's typing patterns against a frozen baseline to surface meaningful shifts in collaboration style.
Files
| File | Purpose |
|---|
baseline.json | Frozen metrics (n, median_chars, frustration_rate, thresholds) |
scripts/rescan_and_diff.py | Scanner + differ — the main script |
last-diff.md | Output of last drift run (written on exit 1 only) |
Profile source of truth
/home/workspace/Notes/marlandoj-collaboration-profile.md — human-authored; never auto-modified.
Running manually
python3 /home/workspace/Skills/marlandoj-collaboration-profile/scripts/rescan_and_diff.py
python3 /home/workspace/Skills/marlandoj-collaboration-profile/scripts/rescan_and_diff.py --update-baseline
python3 /home/workspace/Skills/marlandoj-collaboration-profile/scripts/rescan_and_diff.py --window-days 30
Exit codes
| Code | Meaning | Agent action |
|---|
| 0 | No drift | Silent — do not email |
| 1 | Drift detected | Email HTML+PDF report; last-diff.md is the source |
| 2 | Error (missing baseline, unreadable archive) | Send SMS error notice |
Baseline parameters (2026-05-02 freeze)
- n: 5,956 typed messages (Dec 2025 – Apr 2026)
- median: 72 chars
- frustration_rate: 0.0 (zero instances)
- Monthly trajectory: 142c (Dec) → 65c (Apr) — terse maturation arc
SOUL constraint
Per SOUL.md "never auto-write to identity files" — this skill only reads and reports. The human decides whether to call --update-baseline.
