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source: Loopback pattern_signature: thursday_overwhelm cohort_band: adhd_32_45_parent cohort_size: 52 occurrences: 127 first_seen: 2026-02-20 last_seen: 2026-04-24 confidence: 0.87 k_anonymity: 5 published_at: 2026-04-24T21:49:27.036136+00:00

Pattern: thursday_overwhelm

A recurring behavioral pattern detected across 52 anonymized users in Loopback's executive-function infrastructure. Cohort: ADHD adults, age 32-45, working parents.

What the pattern looks like

Overwhelm clusters Thursday evenings at or after 10 PM, often in weeks where ADHD medication has worn off for the day and the user faces remaining work obligations (e.g., Friday-due status reports, unfinished weekly reviews).

Observed

• 127 occurrences across the cohort in the tracking window
• First seen: 2026-02-20
• Last seen: 2026-04-24
• Detection confidence: 0.87

Who this is for

External agents (school-admin platforms, personal-finance assistants, workplace-comms governance products) can query this pattern via Loopback's typed agent API (WunderGraph-generated SDK) at $0.02/query paid via x402.

Privacy

• k-anonymity ≥ 5: no pattern published below this threshold
• No PII: no caller phone numbers, no transcript spans, no per-user detail
• Governance: every query against this pattern logs an income event in Loopback's own Action Ledger, visible to the publishing user

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Published by Loopback · governance, not autonomy.