personal memory agent
Merge branch 'hopper-shhx6jkq-daily-schedule-templatevars'
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talent/daily_schedule.md
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talent/daily_schedule.md
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"color": "#455a64",
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"thinking_budget": 4096,
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"max_output_tokens": 512,
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"load": {"transcripts": true, "percepts": false, "agents": {"screen": true}}
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"load": {"transcripts": false, "percepts": false, "agents": false}
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}
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$facets
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# Maintenance Window Analysis
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You are given a summary of when the owner was active over the past week. Each day lists time windows when activity was recorded. Times not listed represent periods of inactivity.
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## Activity Data
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$activity_spans
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## Task
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talent/daily_schedule.py
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talent/daily_schedule.py
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def pre_process(context: dict) -> dict | None:
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"""Generate span data to replace transcript content.
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"""Generate span data as template vars.
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Args:
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context: PreHookContext with day, meta, etc.
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Returns:
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Dict with transcript replacement, or None if insufficient data.
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Dict with template_vars, or None if insufficient data.
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"""
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# Get lookback window from meta, default 7 days
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meta = context.get("meta", {})
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span_summary = generate_span_summary(days=days)
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return {"transcript": span_summary}
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return {"template_vars": {"activity_spans": span_summary}}
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def post_process(result: str, context: dict) -> str | None: