Weak directions are signals. Choose a direction first, then review action candidates.
Current decision window: 20 minutes
Source context: analytics, calendar windows, and object signals
Weak directions
These cards show weak directions as signals only. User choice is required before any candidate can be treated as relevant.
Learning
Language and professional learning signals are below the planned balance for the current week.
Risk of ignoring
The gap can reduce momentum for remote work positioning and B2B communication practice.
Health
Recent workload signals suggest a need for a low-energy reset before choosing a demanding task.
Risk of ignoring
Pushing a complex task during a low-energy window can lower quality and increase fatigue.
Work
The current free window can support a short B2B outreach preparation task without opening a live sales workflow.
Risk of ignoring
Small preparation windows can disappear without producing reusable sales material.
User choice required: the selected state is a fixture preview and does not create a final Next Best Action, execute an action, or persist feedback.
Constraint panel
Time, energy, place, privacy, and tools are shown as read-only preview controls. Nothing is saved, changed, scheduled, or executed from this panel.
Time window
20 minutes
Read-only preview value
Energy
medium
Read-only preview value
Place
home
Read-only preview value
Privacy
private
Read-only preview value
Mode
short focused preparation
Read-only preview value
Available tools
notes, language material, workspace preview
Read-only preview value
Blocked contexts
external calendar change, email sending, database persistence
Read-only preview value
Tools may support a candidate, but this UI does not invoke them.
These contexts are explicitly excluded from UI-12 execution.
Preview controls are disabled
Disabled/static controls only: no form submit, no API call, no database write, and no hidden persistence.
Action candidates
Candidates are grouped as best fit, low energy, or later. They explain why the option might fit the current constraints, but they do not create command semantics.
Best fit
Candidates that currently match the visible time, energy, place, and privacy constraints.
Creates reusable language material for remote work positioning and sales conversations.
Duration
15 min
Energy
medium
Place
home
Confidence
medium confidence
Why now
The selected weak direction is learning debt, and the current time window is enough for a small focused task.
Suggested preview steps
Limits and guardrails
Constraint match: fits 20 minutes · home friendly · medium energy. This card is a candidate preview, not a command. It does not perform work, send messages, schedule events, or persist feedback.
Low energy
Candidates that keep the window useful when attention or recovery capacity is limited.
Improves the quality of future suggestions without requiring a demanding work session.
Duration
10 min
Energy
low
Place
anywhere
Confidence
low confidence
Why now
The constraint context allows a short review task and does not require external integrations.
Suggested preview steps
Limits and guardrails
Constraint match: low energy · private · no persistence. This card is a candidate preview, not a command. It does not perform work, send messages, schedule events, or persist feedback.
Later
Candidates that may become relevant after another signal, window, or constraint changes.
Turns career positioning into a small concrete offer that can be refined later.
Duration
20 min
Energy
medium
Place
home
Confidence
medium confidence
Why now
The current window can support outline work, but this is less aligned than the selected learning direction.
Suggested preview steps
Limits and guardrails
Constraint match: work domain · fits 20 minutes · later fit. This card is a candidate preview, not a command. It does not perform work, send messages, schedule events, or persist feedback.
No command semantics: this list presents candidates and constraint explanations only. It does not execute actions, send messages, schedule events, persist feedback, or create a final Next Best Action.
Explainability
Evidence is shown as transparent source labels. The panel separates weak direction signals, similarity notes, relevance notes, and constraint matches without making a productivity truth claim.
Source signal
Weak direction reasoning
Candidates are filtered toward short learning or preparation tasks rather than broad planning.
Constraint match
The best-fit candidate fits the 20-minute window, medium energy, and home context.
Similarity note
Similar tasks can look like career work, but this preview keeps language practice separate from client execution.
Relevance note
Relevance depends on the current time, energy, place, privacy, and available tools.
No overclaim
This is not a productivity truth claim. It is a transparent preview of candidate reasoning.
Source signal
Weak direction reasoning
A low-energy review option is kept available because the user may reject the selected learning direction.
Constraint match
The low-energy candidate is private and does not require external tools.
Similarity note
Recovery tasks can resemble passive rest, but this candidate is framed as a short review.
Relevance note
It becomes more relevant if the user confirms low energy.
No overclaim
No medical conclusion is made from this signal.
Transparent source labels only: this panel explains candidate preview logic, but it does not prove productivity, diagnose health, guarantee outcomes, execute actions, or persist feedback.
Feedback after action
These feedback buttons are shown only as a future interaction model: useful, not useful, later, and done. UI-12 does not save feedback or change candidate ranking.
Preview only
The candidate direction looked useful in this preview.
Preview only: this feedback is not persisted in UI-12.
Preview only
The candidate direction did not match the current context.
Preview only: no correction is written in this block.
Disabled
The candidate may fit another time window.
Disabled until a future scheduling or feedback gate exists.
Disabled
The user may have completed the action manually outside this preview.
Disabled: UI-12 does not record completed actions.
Disabled preview only: no database write, no API write, no analytics mutation, no local storage, and no hidden persistence. Real feedback is a future gated block.
Read-only boundary
UI-12 shows weak directions and action candidates, but it does not decide, execute, or persist actions.
Boundary statement
UI-12 shows candidate previews only: no final NBA, no action execution, no hidden persistence, and no live DB/API connection. UI-17, AI integration, and feedback writes belong to later gated implementation blocks.
This dashboard composer arranges fixture-first read-only components only. It contains no raw hex, no inline style, no client state, no event handlers, no route calls, and no hidden persistence.