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profit ac01fffd9a checkpoint: matrix-agent-validated (2026-04-25) 
Architectural snapshot of the lakehouse codebase at the point where the
full matrix-driven agent loop with Mem0 versioning + deletion was
validated end-to-end.

WHAT THIS REPO IS
A clean single-commit snapshot of the lakehouse code. Heavy test data
(.parquet datasets, vector indexes) excluded — see REPLICATION.md for
regen path. Full lakehouse history at git.agentview.dev/profit/lakehouse.

WHAT WAS PROVEN
- Vector retrieval across multi-corpora matrix (chicago_permits + entity
  briefs + sec_tickers + distilled procedural + llm_team runs)
- Observer hand-review (cloud + heuristic fallback) gating each candidate
- Local-model agent loop (qwen3.5:latest) with tool use + scratchpad
- Playbook seal on success → next-iter retrieval surfaces it as preamble
- Mem0 versioning + deletion in pathway_memory:
    * UPSERT: ADD on new workflow, UPDATE bumps replay_count on identical
    * REVISE: chains versions, parent.superseded_at + superseded_by stamped
    * RETIRE: marks specific trace retired with reason, excluded from retrieval
    * HISTORY: walks chain root→tip, cycle-safe

KEY DIRECTORIES
- crates/vectord/src/pathway_memory.rs — Mem0 ops live here
- crates/vectord/src/playbook_memory.rs — original Mem0 reference
- tests/agent_test/ — local-model agent harness + PRD + session archives
- scripts/dump_raw_corpus.sh — MinIO bucket dump (raw test corpus)
- scripts/vectorize_raw_corpus.ts — corpus → vector indexes
- scripts/analyze_chicago_contracts.ts — real inference pipeline
- scripts/seal_agent_playbook.ts — Mem0 upsert from agent traces

Replication: see REPLICATION.md for Debian 13 clean install + cloud-only
adaptation (no local Ollama).

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-04-25 19:43:27 -05:00

441 lines
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/* Lakehouse Visual Control Plane — neo-brutalist dark */
:root {
--bg: #0a0c10;
--bg-1: #10141a;
--bg-2: #171c24;
--border: #2a303b;
--border-hi: #3a4252;
--fg: #e8ecf3;
--fg-dim: #8a94a7;
--fg-muted: #525c6f;
--green: #3eed86;
--yellow: #ffbf3c;
--red: #ff4d6e;
--blue: #55c5ff;
--purple: #b57cff;
--orange: #ff9f43;
--shadow: 0 2px 0 #000;
--mono: ui-monospace, "JetBrains Mono", "SF Mono", Menlo, monospace;
--sans: -apple-system, Inter, system-ui, sans-serif;
}
* { box-sizing: border-box; margin: 0; padding: 0; }
html, body { height: 100%; overflow: hidden; }
body {
background: var(--bg);
color: var(--fg);
font-family: var(--sans);
font-size: 13px;
display: flex;
flex-direction: column;
}
/* ────── TOP BAR ────── */
#topbar {
height: 44px;
display: flex;
align-items: center;
gap: 16px;
padding: 0 16px;
border-bottom: 1px solid var(--border);
background: var(--bg-1);
flex-shrink: 0;
}
.brand { display: flex; align-items: center; gap: 8px; font-weight: 700; letter-spacing: 0.08em; }
.brand .sig { color: var(--green); font-size: 16px; }
.brand .build { color: var(--fg-muted); font-size: 10px; font-family: var(--mono); margin-left: 6px; }
#views { display: flex; gap: 2px; margin-left: 20px; }
#views button {
background: transparent; border: 1px solid var(--border); color: var(--fg-dim);
font-family: var(--mono); font-size: 11px; letter-spacing: 0.1em;
padding: 5px 10px; cursor: pointer; text-transform: uppercase;
}
#views button:hover { border-color: var(--border-hi); color: var(--fg); }
#views button.on { background: var(--fg); color: var(--bg); border-color: var(--fg); font-weight: 700; }
#hb { margin-left: auto; display: flex; gap: 6px; }
.hbchip {
font-family: var(--mono); font-size: 10px; letter-spacing: 0.05em;
padding: 4px 8px; border: 1px solid var(--border); border-radius: 2px;
color: var(--fg-muted);
}
.hbchip[data-status="healthy"] { border-color: var(--green); color: var(--green); }
.hbchip[data-status="down"] { border-color: var(--red); color: var(--red); }
.hbchip[data-status="degraded"]{ border-color: var(--yellow); color: var(--yellow); }
/* ────── MAIN ────── */
main {
flex: 1;
display: grid;
grid-template-columns: 1fr 380px;
min-height: 0;
}
#stage { position: relative; border-right: 1px solid var(--border); min-height: 0; overflow: hidden; }
.view { display: none; width: 100%; height: 100%; }
.view.on { display: block; }
.subhead {
height: 32px; display: flex; align-items: center; gap: 10px;
padding: 0 14px; border-bottom: 1px solid var(--border);
background: var(--bg-1);
font-family: var(--mono); font-size: 11px; color: var(--fg-dim);
text-transform: uppercase; letter-spacing: 0.08em;
}
.subhead .spacer { flex: 1; }
/* ────── MAP ────── */
#view-map { position: relative; }
#overlay-controls {
position: absolute; top: 10px; left: 10px; z-index: 2;
display: flex; align-items: center; gap: 4px;
background: rgba(16,20,26,0.95);
border: 1px solid var(--border); padding: 4px;
}
#overlay-controls .lbl { font-family: var(--mono); font-size: 10px; color: var(--fg-muted); padding: 0 8px; }
#overlay-controls button {
background: transparent; color: var(--fg-dim); border: 1px solid var(--border);
font-family: var(--mono); font-size: 10px; padding: 3px 8px; cursor: pointer;
text-transform: lowercase; letter-spacing: 0.05em;
}
#overlay-controls button:hover { border-color: var(--border-hi); color: var(--fg); }
#overlay-controls button.on { background: var(--fg); color: var(--bg); border-color: var(--fg); }
#map { width: 100%; height: 100%; }
#map .node-circle { stroke: var(--fg); stroke-width: 2; cursor: pointer; transition: r 200ms; }
#map .node-circle:hover { stroke-width: 3; }
#map .node-label {
font-family: var(--mono); font-size: 11px; fill: var(--fg);
pointer-events: none; text-anchor: middle; font-weight: 600;
}
#map .node-sub {
font-family: var(--mono); font-size: 9px; fill: var(--fg-muted);
pointer-events: none; text-anchor: middle;
}
#map .edge { stroke: var(--border-hi); stroke-width: 1.5; fill: none; }
#map .edge.active { stroke: var(--blue); stroke-width: 2; stroke-dasharray: 4 3; animation: dash 1.5s linear infinite; }
@keyframes dash { to { stroke-dashoffset: -14; } }
#map .node-selected { stroke: var(--yellow); stroke-width: 3; }
#legend {
position: absolute; bottom: 10px; left: 10px;
display: flex; gap: 16px; font-family: var(--mono); font-size: 10px;
background: rgba(16,20,26,0.95); border: 1px solid var(--border); padding: 6px 10px;
}
.lg { color: var(--fg-muted); }
.lg.healthy::before { content: ''; }
.lg.healthy { color: var(--green); }
.lg.degraded { color: var(--yellow); }
.lg.down { color: var(--red); }
.lg.active { color: var(--blue); }
/* ────── CONTEXT PANEL ────── */
#context {
background: var(--bg-1); overflow-y: auto; overflow-x: hidden;
display: flex; flex-direction: column;
}
.ctx-header {
height: 44px; display: flex; flex-direction: column; justify-content: center;
padding: 4px 14px; border-bottom: 1px solid var(--border);
background: var(--bg-2);
}
.ctx-eyebrow { font-family: var(--mono); font-size: 10px; color: var(--fg-muted); letter-spacing: 0.1em; }
#ctx-target { font-family: var(--mono); font-size: 12px; color: var(--fg); font-weight: 600; margin-top: 2px; }
#ctx-body { padding: 12px 14px; flex: 1; overflow-y: auto; }
.ctx-hint { color: var(--fg-muted); font-style: italic; font-size: 11px; }
.ctx-row { padding: 6px 0; border-bottom: 1px solid var(--border); display: flex; justify-content: space-between; gap: 10px; font-family: var(--mono); font-size: 11px; }
.ctx-row .k { color: var(--fg-muted); text-transform: uppercase; letter-spacing: 0.06em; }
.ctx-row .v { color: var(--fg); text-align: right; word-break: break-all; }
.ctx-row .v.good { color: var(--green); }
.ctx-row .v.warn { color: var(--yellow); }
.ctx-row .v.bad { color: var(--red); }
.ctx-section-hd { font-family: var(--mono); font-size: 10px; color: var(--fg-muted); letter-spacing: 0.1em; margin: 14px 0 4px; text-transform: uppercase; }
.pill {
display: inline-block; font-family: var(--mono); font-size: 10px;
padding: 2px 7px; border: 1px solid var(--border); margin-right: 4px;
}
.pill.tier-auto { border-color: var(--green); color: var(--green); }
.pill.tier-dry_run { border-color: var(--blue); color: var(--blue); }
.pill.tier-simulation { border-color: var(--yellow); color: var(--yellow); }
.pill.tier-block { border-color: var(--red); color: var(--red); }
.pill.ver-needs_patch { border-color: var(--orange); color: var(--orange); }
.pill.ver-pass { border-color: var(--green); color: var(--green); }
.pill.ver-fail { border-color: var(--red); color: var(--red); }
.pill.fmt-forensic_json { border-color: var(--purple); color: var(--purple); }
.pill.fmt-markdown { border-color: var(--fg-dim); color: var(--fg-dim); }
/* ────── TRACE ────── */
#trace-timeline {
display: flex; gap: 0; padding: 20px;
overflow-x: auto; border-bottom: 1px solid var(--border);
min-height: 140px;
}
.trace-node {
position: relative; flex: 0 0 140px; padding: 10px 12px;
border: 2px solid var(--border); background: var(--bg-1); cursor: pointer;
font-family: var(--mono); font-size: 10px;
}
.trace-node:hover { border-color: var(--border-hi); }
.trace-node.active { border-color: var(--yellow); background: var(--bg-2); }
.trace-node::after {
content: '→'; position: absolute; right: -14px; top: 50%; transform: translateY(-50%);
color: var(--fg-muted); font-size: 16px;
}
.trace-node:last-child::after { display: none; }
.trace-node .tn-run { color: var(--fg-muted); letter-spacing: 0.05em; margin-bottom: 4px; }
.trace-node .tn-score { font-size: 22px; font-weight: 700; color: var(--fg); }
.trace-node .tn-conf { color: var(--fg-dim); margin-top: 4px; }
.trace-node .tn-model { color: var(--purple); margin-top: 4px; font-size: 9px; }
#trace-detail { padding: 16px; overflow-y: auto; height: calc(100% - 172px); }
#trace-detail pre { font-family: var(--mono); font-size: 11px; color: var(--fg-dim); white-space: pre-wrap; word-break: break-word; }
/* ────── METRICS ────── */
.metric-grid {
display: grid; grid-template-columns: repeat(auto-fill, minmax(280px, 1fr));
gap: 12px; padding: 16px; overflow-y: auto; max-height: 100%;
}
.metric {
border: 1px solid var(--border); background: var(--bg-1);
padding: 14px; display: flex; flex-direction: column; gap: 6px;
}
.metric .m-label { font-family: var(--mono); font-size: 10px; color: var(--fg-muted); letter-spacing: 0.08em; text-transform: uppercase; }
.metric .m-big { font-size: 28px; font-weight: 800; letter-spacing: -0.02em; }
.metric .m-sub { font-family: var(--mono); font-size: 11px; color: var(--fg-dim); }
.metric .m-explain {
color: var(--fg); font-family: var(--sans); font-size: 12px;
line-height: 1.45; margin-top: 2px; font-weight: 400;
}
.metric .m-source {
color: var(--fg-muted); font-size: 10px; letter-spacing: 0.05em;
border-top: 1px dashed var(--border); padding-top: 6px; margin-top: 6px;
}
.metric .m-good {
color: var(--green); font-size: 10px; letter-spacing: 0.03em;
line-height: 1.5; opacity: 0.85;
}
.metric.warn .m-good { color: var(--yellow); }
.metric.bad .m-good { color: var(--red); }
.metric.good .m-big { color: var(--green); }
.metric.warn .m-big { color: var(--yellow); }
.metric.bad .m-big { color: var(--red); }
.bar { display: flex; height: 8px; border: 1px solid var(--border); background: var(--bg); margin-top: 4px; }
.bar > span { display: block; height: 100%; }
.bar .seg-auto { background: var(--green); }
.bar .seg-dry_run { background: var(--blue); }
.bar .seg-simulation { background: var(--yellow); }
.bar .seg-block { background: var(--red); }
/* ────── KB ────── */
.kb-grid {
padding: 16px; display: grid; gap: 10px;
grid-template-columns: repeat(auto-fill, minmax(420px, 1fr));
overflow-y: auto; max-height: 100%;
}
.kb-banner {
grid-column: 1 / -1;
border: 1px solid var(--border); background: var(--bg-1);
padding: 14px 16px; border-left: 3px solid var(--blue);
}
.kb-banner-title {
font-family: var(--mono); font-size: 11px; color: var(--blue);
letter-spacing: 0.1em; font-weight: 700; margin-bottom: 6px;
}
.kb-banner-body {
color: var(--fg); font-size: 12px; line-height: 1.55;
}
.kb-statline {
grid-column: 1 / -1;
display: flex; gap: 18px;
font-family: var(--mono); font-size: 11px; color: var(--fg-dim);
padding: 8px 14px; border: 1px solid var(--border);
background: var(--bg-2); margin-bottom: 2px;
}
.kb-statline .stat-warn { color: var(--yellow); font-weight: 700; }
.kb-file { border: 1px solid var(--border); background: var(--bg-1); padding: 10px 12px; cursor: pointer; }
.kb-file:hover { border-color: var(--border-hi); }
.kb-file .kf-path { font-family: var(--mono); font-size: 11px; color: var(--fg); word-break: break-all; }
.kb-file .kf-meta { font-family: var(--mono); font-size: 10px; color: var(--fg-muted); margin-top: 4px; display: flex; gap: 10px; flex-wrap: wrap; }
.kb-file .kf-score { font-weight: 700; color: var(--fg); }
.kb-file .kf-delta.up { color: var(--green); }
.kb-file .kf-delta.down { color: var(--red); }
/* ────── CONSOLE ────── */
#view-console { background: #000; display: none; flex-direction: column; }
#view-console.on { display: flex; }
.console-toolbar {
height: 36px; display: flex; align-items: center; gap: 8px;
padding: 0 12px; background: var(--bg-1); border-bottom: 1px solid var(--border);
flex-shrink: 0;
}
.console-toolbar .con-eyebrow {
font-family: var(--mono); font-size: 10px; color: var(--fg-muted); letter-spacing: 0.1em;
text-transform: uppercase; margin-right: 6px;
}
.console-toolbar .spacer { flex: 1; }
#con-tabs { display: flex; gap: 2px; }
#con-tabs button {
background: transparent; border: 1px solid var(--border); color: var(--fg-dim);
font-family: var(--mono); font-size: 10px; letter-spacing: 0.05em;
padding: 4px 10px; cursor: pointer; text-transform: lowercase;
}
#con-tabs button:hover { border-color: var(--border-hi); color: var(--fg); }
#con-tabs button.on { background: var(--fg); color: var(--bg); border-color: var(--fg); font-weight: 700; }
#con-unit { font-family: var(--mono); font-size: 10px; color: var(--fg-muted); }
#console-log {
flex: 1; padding: 12px 16px; overflow-y: auto;
font-family: var(--mono); font-size: 11px; color: var(--fg);
line-height: 1.5;
}
#console-log .cl-line { white-space: pre-wrap; word-break: break-all; }
#console-log .cl-info { color: var(--fg-dim); }
#console-log .cl-ok { color: var(--green); }
#console-log .cl-warn { color: var(--yellow); }
#console-log .cl-err { color: var(--red); }
/* ────── STREAM (bottom) ────── */
#stream {
height: 180px; background: var(--bg-1);
border-top: 1px solid var(--border);
display: flex; flex-direction: column; flex-shrink: 0;
}
.stream-head {
height: 26px; display: flex; align-items: center; gap: 10px;
padding: 0 14px; border-bottom: 1px solid var(--border);
font-family: var(--mono); font-size: 10px; color: var(--fg-muted);
letter-spacing: 0.1em; text-transform: uppercase;
}
.stream-head .spacer { flex: 1; }
#stream-file { color: var(--fg-dim); font-size: 10px; }
.dot { width: 8px; height: 8px; border-radius: 50%; background: var(--green); animation: pulse 1.4s ease-in-out infinite; }
@keyframes pulse { 50% { opacity: 0.35; transform: scale(0.8); } }
#stream-body {
flex: 1; padding: 8px 14px; overflow-y: auto; font-family: var(--mono); font-size: 11px; color: var(--fg-dim);
display: flex; flex-direction: column;
}
.sline { padding: 1px 0; white-space: pre; }
.sline.ok { color: var(--green); }
.sline.thin { color: var(--yellow); }
.sline.err { color: var(--red); }
.sline.info { color: var(--fg-dim); }
.sline.head { color: var(--fg); font-weight: 600; }
/* ────── TRAJECTORY view ────── */
#view-trajectory { display: none; flex-direction: column; }
#view-trajectory.on { display: flex; }
.traj-header {
border-bottom: 1px solid var(--border); background: var(--bg-1);
padding: 12px 16px; display: flex; flex-direction: column; gap: 6px;
}
#traj-search {
width: 100%; background: var(--bg-2); color: var(--fg);
border: 1px solid var(--border); padding: 8px 10px;
font-family: var(--mono); font-size: 12px;
}
#traj-search:focus { outline: none; border-color: var(--blue); }
#traj-stats {
font-family: var(--mono); font-size: 10px; color: var(--fg-muted); letter-spacing: 0.06em;
}
#traj-body {
flex: 1; overflow-y: auto; padding: 16px;
display: flex; flex-direction: column; gap: 10px;
}
.traj-section-head {
font-family: var(--mono); font-size: 11px; color: var(--blue);
letter-spacing: 0.1em; font-weight: 700; margin-top: 14px; margin-bottom: 4px;
border-bottom: 1px solid var(--border); padding-bottom: 6px;
}
.traj-section-head:first-child { margin-top: 0; }
.traj-section-explain {
color: var(--fg); font-size: 12px; line-height: 1.55; margin-bottom: 6px;
padding: 8px 10px; background: var(--bg-1); border-left: 2px solid var(--blue);
}
.traj-table { display: flex; flex-direction: column; border: 1px solid var(--border); }
.traj-row {
display: grid; grid-template-columns: 40px 1.5fr 80px 2fr 80px; gap: 12px;
padding: 8px 12px; border-bottom: 1px solid var(--border);
font-family: var(--mono); font-size: 11px; cursor: pointer;
}
.traj-row:hover { background: var(--bg-2); }
.traj-row:last-child { border-bottom: none; }
.traj-col-rank { color: var(--fg-muted); font-weight: 700; }
.traj-col-file { color: var(--fg); }
.traj-col-hits { color: var(--red); font-weight: 700; }
.traj-col-phrases { color: var(--fg-dim); white-space: nowrap; overflow: hidden; text-overflow: ellipsis; }
.traj-col-iters { color: var(--fg-muted); text-align: right; }
.traj-spark-grid {
display: grid; grid-template-columns: repeat(auto-fill, minmax(480px, 1fr)); gap: 10px;
}
.traj-spark {
border: 1px solid var(--border); background: var(--bg-1);
padding: 12px; cursor: pointer;
}
.traj-spark:hover { border-color: var(--border-hi); }
.traj-spark-file { font-family: var(--mono); font-size: 11px; color: var(--fg); margin-bottom: 8px; }
.traj-spark-line { display: flex; align-items: center; gap: 6px; }
.traj-spark-pt {
flex: 0 0 80px; padding: 6px 8px; border: 1px solid var(--border);
background: var(--bg-2); text-align: center;
}
.traj-pt-score { font-family: var(--mono); font-size: 14px; font-weight: 800; color: var(--fg); }
.traj-pt-conf { font-family: var(--mono); font-size: 10px; color: var(--fg-dim); }
.traj-pt-label { font-family: var(--mono); font-size: 9px; color: var(--fg-muted); letter-spacing: 0.06em; }
.traj-spark-arrow { color: var(--fg-muted); font-size: 14px; }
.traj-spark-delta { font-family: var(--mono); font-size: 11px; color: var(--fg-dim); margin-top: 8px; }
.traj-spark-delta .delta-up { color: var(--green); }
.traj-spark-delta .delta-down { color: var(--red); }
.traj-spark-empty { font-family: var(--mono); font-size: 10px; color: var(--fg-muted); font-style: italic; }
.traj-hit {
border: 1px solid var(--border); padding: 10px 12px; background: var(--bg-1); cursor: pointer;
}
.traj-hit:hover { border-color: var(--border-hi); }
.traj-hit-top { display: flex; gap: 14px; margin-bottom: 6px; }
.traj-hit-file { font-family: var(--mono); font-size: 11px; color: var(--fg); font-weight: 600; }
.traj-hit-meta { font-family: var(--mono); font-size: 10px; color: var(--fg-muted); }
.traj-hit-snip { font-family: var(--mono); font-size: 11px; color: var(--fg-dim); line-height: 1.5; }
/* signal classes */
.signal-class-row { display: flex; gap: 8px; margin-bottom: 12px; flex-wrap: wrap; }
.signal-chip {
font-family: var(--mono); font-size: 10px; letter-spacing: 0.08em;
padding: 4px 10px; border: 1px solid var(--border); font-weight: 700;
}
.signal-converging { color: var(--green); border-color: var(--green); }
.signal-looping { color: var(--red); border-color: var(--red); }
.signal-orbiting { color: var(--purple); border-color: var(--purple); }
.signal-plateau { color: var(--yellow); border-color: var(--yellow); }
.signal-mixed { color: var(--blue); border-color: var(--blue); }
.signal-new { color: var(--fg-muted); border-color: var(--fg-muted); }
.signal-grid {
display: grid; grid-template-columns: repeat(auto-fill, minmax(480px, 1fr)); gap: 8px;
}
.signal-card {
border: 1px solid var(--border); background: var(--bg-1);
padding: 10px 12px; cursor: pointer; border-left: 3px solid var(--fg-muted);
}
.signal-card.signal-converging { border-left-color: var(--green); }
.signal-card.signal-looping { border-left-color: var(--red); }
.signal-card.signal-orbiting { border-left-color: var(--purple); }
.signal-card.signal-plateau { border-left-color: var(--yellow); }
.signal-card.signal-mixed { border-left-color: var(--blue); }
.signal-card:hover { border-color: var(--border-hi); background: var(--bg-2); }
.signal-card-top { display: flex; gap: 10px; align-items: center; margin-bottom: 6px; }
.signal-card-file { font-family: var(--mono); font-size: 11px; color: var(--fg); }
.signal-card-body { font-family: var(--mono); font-size: 10px; color: var(--fg-dim); line-height: 1.55; }
.signal-card-body > div { margin-top: 2px; }
.signal-novel { color: var(--purple); }
.signal-resolved { color: var(--green); }
.signal-loop { color: var(--red); }
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