Component library
The HITL pattern language, as real components.
Every primitive below is the physical embodiment of a claim from the paper. Interactive. shadcn-compatible. Copy-paste ready.
Interrupt Cards
Human-in-the-loop interrupt cards rendered inline in a chat thread. Three semantic variants. Each has idle, expanded, confirmed, and dismissed states. Click any to expand.
Subagent Status
Six discrete agent execution states. The running state animates. Use in any card that wraps an in-progress agentic task.
Research Agent
Climate Policy workspace
Research Agent
Climate Policy workspace
Research Agent
Climate Policy workspace
Research Agent
Climate Policy workspace
Research Agent
Climate Policy workspace
Research Agent
Climate Policy workspace
MiniTrace
Step-by-step thought, action, result trace renderer. Each step is collapsible to reveal detail. Makes agent reasoning transparent. A visible implementation of the supporting-facts requirement from §3.3 of the paper.
AI Generation Scale
Five-segment ordinal scale indicating AI involvement in a piece of work. Interactive. Click any segment to select. Embodies the scaffolding and expertise-matching principle from Dhillon et al. (2024).
Current: Human
Current: Collaborative
Current: AI
Context Chips
Pill chips representing context attached to an agent run. Notes, files, URLs. Removable. Overflow truncation built in.
QA Flow
Multi-question approval card. Single-choice, multi-select, and a freeform text field. Submits to a confirmed state.
Preferred mechanism?
Implementation challenges?
Other notes
Writing Agent
Compound widget for a draft-in-progress document. Shows title, target section, word range, evidence notes, and the six status states.
Evidence notes
Research Agent
Three operating modes. Create (new session), Follow-up (continue a session), Read URL (extract from a single page).
Batch Approval Queue
Sequential approve-reject flow across mixed agent items. Auto-advances to the next item. Resolves to a summary state.
Search Result Cards
Ranked result cards with metadata, snippet, and relevance bar.
Carbon Pricing Mechanisms and Emissions Outcomes
Stavins, R., Stowe, R., Comstock, M.
Empirical analysis of 40 carbon pricing schemes across 30 jurisdictions reveals that price levels above $50/tCO₂ are associated with meaningful emissions reductions in the power sector...
Just Transition Frameworks in Coal-Dependent Regions
Newell, P., Mulvaney, D.
A systematic review of 28 coal phase-out programmes finds that regions with co-designed transition plans achieved 34% higher re-employment rates within 24 months...
Net Zero Pledges: Verification and Accountability
Höhne, N., Gidden, M., den Elzen, M.
Of 196 national net zero pledges examined, only 31% include robust interim milestones and independent verification mechanisms aligned with 1.5°C pathways...
EU Emissions Trading System Post-Reform Price Dynamics
Borghesi, S., Flori, A.
The Market Stability Reserve mechanism introduced in 2019 has demonstrably reduced permit surplus, contributing to a tripling of EUA prices from 2018 to 2023...
Approve / Reject
The core binary decision row used across review, download, and notes panels. Three terminal states. Pending, approved, rejected.