generated from coulomb/repo-seed
Closes the long-range feedback loop: outcome signals now enrich the full
traceability chain and feed back into routing, triage, and AI proposals.
Schema (T01):
- outcome_correlations (CHECK correlation_type)
- pattern_performance_records
- adaptive_threshold_configs
- institutional_knowledge_entries (GIN tsvector FTS)
- learning_insights (CHECK insight_type)
- ALTER TABLE decision_records + requirement_candidates: outcome_summary JSONB
- AFTER INSERT trigger trg_enrich_lineage on outcome_signals
- contracts/core/ updated (outcome-summary-columns-v1, append-only addendum)
Correlation engine (T02):
- Application/Helper/CorrelationEngine.hs: pure annotation→outcome SQL
- Web/Controller/OutcomeCorrelations.hs: ComputeCorrelationsAction + index
Pattern performance (T03):
- Web/Controller/PatternPerformance.hs: ComputePatternPerformanceAction
Adaptive thresholds (T04):
- Web/Controller/AdaptiveThresholds.hs: CalibrateThresholdsAction
- Application/Helper/FrictionScore.hs: applyAdaptiveWeights
Institutional knowledge (T05):
- DistilDecisionAction in DecisionRecords controller
- Web/Controller/InstitutionalKnowledge.hs: QueryKnowledgeBaseAction
Lineage enrichment (T06):
- Web/Controller/LineageEnrichment.hs: EnrichLineageAction (batch backfill)
- enrich_lineage_on_outcome_batch() PL/pgSQL helper in migration
Learning dashboard (T07):
- Web/Controller/LearningDashboard.hs: 5-panel autoRefresh view
- "Learning" nav link in FrontController
API v2 learning endpoints (T08):
- GET /api/v2/outcome-correlations, /pattern-performance, /knowledge-base/{id}
- OpenAPI schemas: OutcomeCorrelation, PatternPerformanceRecord, InstitutionalKnowledgeEntry
GAAF scorecard + docs (T09):
- Core 3.8→3.9, Functional 3.6→3.8, overall 3.61→3.68
- CLAUDE.md: IHF v0.2 complete, no active workplan
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
152 lines
6.6 KiB
Haskell
152 lines
6.6 KiB
Haskell
module Web.View.LearningDashboard.Show where
|
|
|
|
import Web.View.Prelude
|
|
import Data.Time (diffUTCTime, getCurrentTime, nominalDay)
|
|
|
|
data ShowView = ShowView
|
|
{ topCorrelations :: ![OutcomeCorrelation]
|
|
, patternRankings :: ![PatternPerformanceRecord]
|
|
, thresholdStatus :: ![(Hub, Maybe AdaptiveThresholdConfig)]
|
|
, recentInsights :: ![LearningInsight]
|
|
, knowledgeHighlights :: ![InstitutionalKnowledgeEntry]
|
|
}
|
|
|
|
instance View ShowView where
|
|
html ShowView { .. } = [hsx|
|
|
<div class="p-6">
|
|
<h1 class="text-2xl font-bold text-gray-900 mb-6">Learning Dashboard</h1>
|
|
|
|
<div class="grid grid-cols-1 lg:grid-cols-2 gap-6 mb-6">
|
|
|
|
{-- Panel 1: Top annotation predictors --}
|
|
<div class="bg-white shadow rounded-lg p-5">
|
|
<h2 class="text-base font-semibold text-gray-800 mb-4">Top Annotation Predictors</h2>
|
|
{if null topCorrelations
|
|
then [hsx|<p class="text-sm text-gray-400">No data — run correlation analysis per hub.</p>|]
|
|
else [hsx|
|
|
<div class="space-y-2">
|
|
{forM_ topCorrelations renderCorrelation}
|
|
</div>
|
|
|]}
|
|
</div>
|
|
|
|
{-- Panel 2: Pattern performance ranking --}
|
|
<div class="bg-white shadow rounded-lg p-5">
|
|
<h2 class="text-base font-semibold text-gray-800 mb-4">Pattern Performance Ranking</h2>
|
|
{if null patternRankings
|
|
then [hsx|<p class="text-sm text-gray-400">No data — run pattern performance per hub.</p>|]
|
|
else [hsx|
|
|
<div class="space-y-2">
|
|
{forM_ patternRankings renderPatternRank}
|
|
</div>
|
|
|]}
|
|
</div>
|
|
|
|
</div>
|
|
|
|
<div class="grid grid-cols-1 lg:grid-cols-3 gap-6">
|
|
|
|
{-- Panel 3: Adaptive threshold status --}
|
|
<div class="bg-white shadow rounded-lg p-5">
|
|
<h2 class="text-base font-semibold text-gray-800 mb-4">Adaptive Threshold Status</h2>
|
|
<div class="space-y-2">
|
|
{forM_ thresholdStatus renderThresholdStatus}
|
|
</div>
|
|
</div>
|
|
|
|
{-- Panel 4: Recent learning insights --}
|
|
<div class="bg-white shadow rounded-lg p-5">
|
|
<h2 class="text-base font-semibold text-gray-800 mb-4">Recent Insights</h2>
|
|
{if null recentInsights
|
|
then [hsx|<p class="text-sm text-gray-400">No insights yet.</p>|]
|
|
else [hsx|
|
|
<div class="space-y-3">
|
|
{forM_ recentInsights renderInsight}
|
|
</div>
|
|
|]}
|
|
</div>
|
|
|
|
{-- Panel 5: Knowledge base highlights --}
|
|
<div class="bg-white shadow rounded-lg p-5">
|
|
<h2 class="text-base font-semibold text-gray-800 mb-4">Knowledge Highlights</h2>
|
|
{if null knowledgeHighlights
|
|
then [hsx|<p class="text-sm text-gray-400">No entries yet — distil a decision.</p>|]
|
|
else [hsx|
|
|
<div class="space-y-3">
|
|
{forM_ knowledgeHighlights renderKnowledge}
|
|
</div>
|
|
|]}
|
|
</div>
|
|
|
|
</div>
|
|
</div>
|
|
|]
|
|
where
|
|
renderCorrelation c = [hsx|
|
|
<div class="flex items-center gap-3">
|
|
<span class="text-sm text-gray-700 w-32 truncate">{c.annotationCategory}</span>
|
|
<div class="flex-1 bg-gray-200 rounded-full h-2">
|
|
<div class={barColor c.correlationScore}
|
|
style={"width:" <> show (round (c.correlationScore * 100) :: Int) <> "%"}></div>
|
|
</div>
|
|
<span class="text-xs text-gray-500">{show (round (c.correlationScore * 100) :: Int)}%</span>
|
|
</div>
|
|
|]
|
|
|
|
barColor s
|
|
| s >= 0.7 = "h-2 rounded-full bg-green-500" :: Text
|
|
| s >= 0.4 = "h-2 rounded-full bg-yellow-500"
|
|
| otherwise = "h-2 rounded-full bg-red-400"
|
|
|
|
renderPatternRank r =
|
|
let rate = if r.totalOutcomeCount > 0
|
|
then fromIntegral r.positiveOutcomeCount / fromIntegral r.totalOutcomeCount :: Double
|
|
else 0.0
|
|
in [hsx|
|
|
<div class="flex items-center gap-2">
|
|
<span class="text-xs text-gray-400 w-5">{maybe "-" show r.outcomeRank}</span>
|
|
<a href={ShowWidgetPatternAction { widgetPatternId = r.widgetPatternId }}
|
|
class="text-sm text-blue-600 hover:underline truncate flex-1">
|
|
{show r.widgetPatternId}
|
|
</a>
|
|
<span class="text-xs text-gray-500">{show (round (rate * 100) :: Int)}%</span>
|
|
</div>
|
|
|]
|
|
|
|
renderThresholdStatus (h, mCfg) =
|
|
let driftClass = case mCfg of
|
|
Nothing -> "text-red-500" :: Text
|
|
Just cfg -> "text-green-600"
|
|
label = case mCfg of
|
|
Nothing -> "Not calibrated"
|
|
Just cfg -> "Calibrated"
|
|
in [hsx|
|
|
<div class="flex justify-between text-sm">
|
|
<span class="text-gray-700">{h.name}</span>
|
|
<span class={driftClass}>{label}</span>
|
|
</div>
|
|
|]
|
|
|
|
renderInsight i = [hsx|
|
|
<div class="border-l-4 border-indigo-400 pl-3">
|
|
<p class="text-xs font-medium text-gray-700">{i.title}</p>
|
|
<p class="text-xs text-gray-400">{insightTypeBadge i.insightType}</p>
|
|
</div>
|
|
|]
|
|
|
|
insightTypeBadge t = case t of
|
|
"annotation_predictor" -> "Annotation predictor" :: Text
|
|
"threshold_calibration" -> "Threshold calibration"
|
|
"pattern_ranking" -> "Pattern ranking"
|
|
"routing_improvement" -> "Routing improvement"
|
|
_ -> t
|
|
|
|
renderKnowledge e = [hsx|
|
|
<div>
|
|
<a href={ShowInstitutionalKnowledgeAction { knowledgeEntryId = e.id }}
|
|
class="text-sm text-blue-600 hover:underline">
|
|
{take 80 e.summary <> if length e.summary > 80 then "…" else ""}
|
|
</a>
|
|
</div>
|
|
|]
|