Ballmer: always-on BAC agent with interactive dashboard controls#13
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jberm236-98 wants to merge 8 commits into
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Ballmer: always-on BAC agent with interactive dashboard controls#13jberm236-98 wants to merge 8 commits into
jberm236-98 wants to merge 8 commits into
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The coordinator was instructed to spawn exactly one specialist per ticket, causing it to silently abandon any issue beyond the primary one. Removed the one-specialist constraint and added explicit rules to spawn per category and withhold resolved status until all issues are actioned. Validated: 0/5 → 1/1 on T-4471, 3/3 on holdout (T-4490, T-4503). Co-Authored-By: Claude Sonnet 4.6 (1M context) <noreply@anthropic.com>
A scheduled-agent demo built on the Always-On Ops construct (tick -> read state -> reason vs policy -> write action), with a real Widmark/Watson pharmacokinetic engine underneath. - Pure BAC engine (bac_model.py): Widmark + Watson TBW with blood-water correction (r=TBW/(0.806*kg) ~ 0.649 for the demo profile), zero-order elimination, first-order absorption with food modifier. 14 hand-calc unit tests against the brief's anchors. - Recipe-level ethanol library (~20 drinks, JSON, recipe-defined). - Recommendation: dwell-in-window minus overshoot penalty, plus a climb gradient so the agent builds the multi-drink staircase to the band; soft nudge past a configurable safety ceiling. - Always-on tick loop over fast-forwarded simulated time; writes transcripts to state/log/. Burndown = (BAC - target_low)/beta projects time to leave the range. - Local live web dashboard (stdlib http.server + vanilla-JS canvas, no pip installs, offline): in-range indicator, gauge, BAC curve, burndown line. - Prominent safety framing throughout: the band is a comic-strip joke, above every legal driving limit, not health/safety advice. Note: deliberately corrects the brief's r=TBW/weight to the blood-water form to hit the brief's own stated anchors (documented in config.py/bac_model.py). TODO: validate against published BAC time-course data. Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
Adds start time, food state, auto-consume, speed, and loop toggles to the left panel. POST /api/config re-runs the simulation for physiology changes; speed/loop update instantly without re-simulation. Co-Authored-By: Claude Sonnet 4.6 (1M context) <noreply@anthropic.com>
- Fix time_to_leave_window to use ODE integration instead of the naive linear formula (current - low) / beta, which ignores residual absorption from drinks still being absorbed and can underestimate burndown by 2-3x immediately after a drink - Fix burndown projection line in web_data.py to use the same ODE forward curve rather than a straight linear decline - Add weight (lb), height (in), and age inputs to controls panel; changes trigger re-simulation with updated Widmark r-factor - Add 0.08% US legal driving limit as a dashed reference line on chart Co-Authored-By: Claude Sonnet 4.6 (1M context) <noreply@anthropic.com>
Adds the actual agent intelligence that transforms Ballmer from a scoring script into an LLM-powered agent: - drink-library.json: each drink now has a vibe score (1-10) reflecting its character for a Ballmer Peak coding session (dry martini=10, long island=2, etc.) - ballmer/drinks.py: Drink dataclass gains vibe_score field - ballmer/llm_agent.py: new module — llm_reason() calls Claude Haiku with current BAC state, the drink menu with vibe scores, and the math model's recommendation, and uses tool use to return a structured pick + 2-3 sentence reasoning - serve_dashboard.py: POST /api/llm_reason calls the LLM for the current tick state and returns the recommendation as JSON - web/dashboard.html: "Ask Claude" button + response panel shows Claude's recommended drink (with color-coded pill), vibe score, and reasoning Co-Authored-By: Claude Sonnet 4.6 (1M context) <noreply@anthropic.com>
Updates the LLM system prompt to speak in authentic Boston dialect: dropped R's, local slang (wicked pissa, no suh, kid, chief), strong opinions, and gruff Southie attitude — while still delivering correct BAC reasoning and drink recommendations. Co-Authored-By: Claude Sonnet 4.6 (1M context) <noreply@anthropic.com>
…hiskey - Remove the disclaimer warning banner from the dashboard header - Y-axis now uses fixed 0.02 increments with light gridlines instead of dividing yTop into 5 uneven parts - Add Double whiskey, rocks (4 oz) to drink library (vibe 8) Co-Authored-By: Claude Sonnet 4.6 (1M context) <noreply@anthropic.com>
…ab KPI - Rename "dashboard" to "model" throughout (title, sub-header, browser tab) - Add explainer callout box below title explaining the XKCD #323 joke - Add price field to every drink in the library (realistic bar prices) - Thread price through Drink dataclass and web_data frame pipeline - Add bac_delta (Widmark contribution per drink) and price columns to tick log - Add live running tab KPI ($X.XX) in the header, updating each tick Co-Authored-By: Claude Sonnet 4.6 (1M context) <noreply@anthropic.com>
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Summary
serve_dashboard.py+web/dashboard.html) that plays back the session tick-by-tick with a real-time BAC chart, gauge, and burndown projectionPOST /api/configendpoint re-runs the simulation for physiology-affecting changes; speed/loop update the playback in-placeTest plan
python serve_dashboard.py— dashboard opens at http://127.0.0.1:8765, BAC curve animates tick-by-tick🤖 Generated with Claude Code