Components · Layer 4 · copy-in
Generative UI
Runtime-composed interfaces. All 16 components, distributed copy-in.
Tokens processed
1.84B▲ 9%
vs last 24h
Avg latency
412ms▼ 6%
p95, streaming
Tool calls
27.3K▲ 18%
across all agents
SummaryCardnpx shadcn add https://charcoal.nickcoma.io/r/summary-card.json
Retrieval hit rate climbing
Grounded answers rose to 94% after the reranker rollout, up from 81% last week.
Prompt cache nearing budget
Cached-input spend is at 88% of the monthly cap. Consider trimming system prompts.
Hallucination flagged in support flow
Three responses cited a deprecated pricing table. Grounding source needs an update.
InsightCardnpx shadcn add https://charcoal.nickcoma.io/r/insight-card.json
Deploy retrieval model v2.3
The agent assembled this card at runtime from a validated spec.
- Target
- production
- Rollout
- 10% canary
- Rollback
- automatic
AdaptiveCardnpx shadcn add https://charcoal.nickcoma.io/r/adaptive-card.json
Claude Opus
- Reasoning
- Highest
- Cost / Mtok
- $$$
- Latency
- Higher
Claude SonnetRecommended
- Reasoning
- High
- Cost / Mtok
- $$
- Latency
- Balanced
Claude Haiku
- Reasoning
- Good
- Cost / Mtok
- $
- Latency
- Lowest
ComparisonViewnpx shadcn add https://charcoal.nickcoma.io/r/comparison-view.json
The agent will change these settings
Modelclaude-sonnet→claude-opus
Max tokens4096→8192
Temperature0.7→0.3
Streamingenabled
ConfirmationPreviewnpx shadcn add https://charcoal.nickcoma.io/r/confirmation-preview.json
◆Route the incoming requestAgent classifies intent before answering
•Is it a factual product question?
•Retrieve from docs, then answerRAG over the knowledge base
•Cite sources inlineGrounding required
•Does it require an action?
•Draft a tool callPause for confirmation if high stakes
•Execute and summarizeLow-risk actions only
•Otherwise escalate to a humanAmbiguous or sensitive requests
DecisionTreenpx shadcn add https://charcoal.nickcoma.io/r/decision-tree.json
Suggested next steps
ActionPanelnpx shadcn add https://charcoal.nickcoma.io/r/action-panel.json
Live
| Agent run | Model | Tokens | Latency | Status |
|---|
| run_4f2a | opus | 12,480 | 1.2s | complete |
| run_4f2b | sonnet | 8,210 | 640ms | complete |
| run_4f2c | sonnet | 5,904 | 590ms | streaming |
| run_4f2d | haiku | 2,133 | 210ms | queued |
LiveTablenpx shadcn add https://charcoal.nickcoma.io/r/live-table.json
- tool
- search_knowledge_base
- query
- refund policy for annual plans
- results
- 3
- top_match
- doc_id
- kb_2291
- score
- 0.92
- section
- Billing / Refunds
- latency_ms
- 340
- grounded
- true
SchemaDataDisplaynpx shadcn add https://charcoal.nickcoma.io/r/schema-data-display.json
tokens/secp95 latency (ms) StreamingChartnpx shadcn add https://charcoal.nickcoma.io/r/streaming-chart.json
ProgressiveDisclosurenpx shadcn add https://charcoal.nickcoma.io/r/progressive-disclosure.json
active context: prod
ContextSwitchernpx shadcn add https://charcoal.nickcoma.io/r/context-switcher.json
Was this answer helpful?
FeedbackCollectornpx shadcn add https://charcoal.nickcoma.io/r/feedback-collector.json
Draft ready for review
The agent filled this slot once the summary finished generating.
slot: citations
SlotContainernpx shadcn add https://charcoal.nickcoma.io/r/slot-container.json
Weekly digest
128 runs▲ 11%
composed by the agent
| Metric | Value |
|---|
| Region | us-east |
| Grounded answers | 94% |
| Escalations | 6 |
| Avg rating | 4.6 / 5 |
GenerativeLayoutnpx shadcn add https://charcoal.nickcoma.io/r/generative-layout.json