Review Queue Worker
Operations / Management Stage · Review coordination Output · Review queue

Turn proposed changes into decisions an editor can manage.

A content review can produce dozens of findings. Without a queue, those findings become noise: unclear priority, no decision state, no ownership and no path to approval. Riley converts proposed changes into structured review items. Each item shows what needs a human decision, why it matters and what action is available.

For content analysis, change review, approval workflows and any page where multiple workers have raised issues.

works alongside Sam Helen Dana
Where review workflows go wrong

Findings are not the same as decisions.

A page audit can produce useful recommendations, but the editor still needs to know what to approve, reject, defer or investigate. Without that layer, the workflow feels busy but not operational. Riley turns findings into a queue the team can work through.

↘ organise the decisions, not just the findings
riley-draft.md
Findings pile

Several workers have raised issues on the page, but there is no shared view of what needs a decision, or in what order.

No priorityNo decision stateNo ownershipBusy but stuck
the review feels active but produces nothing
Review queue

Riley organises the findings into decision items, each with rationale and the actions available to the editor.

Items prioritisedDecisions pendingNo edits appliedReady for editor action
the team can work through it in order
How this Worker helps

A queue layer between worker findings and human approval.

Riley does not decide for the editor. He organises findings into reviewable items so editors can make decisions without losing context.

Checks

What it checks

  • Proposed changes from review workers
  • Decision type needed
  • Priority and affected area
  • Whether more evidence is needed
  • Whether an item should be approved, rejected, deferred or assigned
Improves

What it improves

  • Review workflow clarity
  • Editorial throughput
  • Decision tracking
  • Human approval readiness
Prepares

What it prepares

  • Review queue
  • Pending decision items
  • Item rationale
  • Available editor actions
Surfaces

For human review

  • Items needing approval
  • Items needing more evidence
  • Items that should be deferred
  • Items with unclear ownership or priority
On the desk

What Riley works from, and what he produces.

WORKS FROM
01 Safe change plans
02 Worker findings
03 Proposed changes
04 Evidence and risk signals
05 Page review context
Riley RILEY
PRODUCES
Review queue
Decision items
Priority labels
Review rationale
Pending action states
When to bring Riley in

Specific moments where this Worker helps.

01

A page has many recommendations.

Riley organises them into a queue the editor can work through in order.

02

The editor needs decision options.

He shows what action is available for each item: approve, reject, defer or assign.

03

A review session is becoming messy.

Riley brings structure back by turning loose findings into tracked items.

04

Multiple workers have raised related issues.

He groups them so the editor sees the full picture, not scattered notes.

05

A page is moving towards approval.

Riley gives Dana a clear view of which queue items are still unresolved.

06

The team needs a clean handoff.

He keeps the queue state visible so nothing gets lost between sessions.

Human approval & boundaries

Riley organises decisions. He does not make them.

Riley does not approve changes, edit content, apply fixes or publish. He coordinates the review queue so humans can decide.

Riley organises proposed changes into a queue, he never approves or rejects them himself.
Priority labels are a starting point for editors, not a final ranking.
Unresolved items stay visible in the queue rather than being silently dropped.
Final decisions and content changes remain with the editor and the relevant Worker.
Review Queue Worker

Make review work manageable.

Riley turns worker findings into structured decisions so editors can move from analysis to action.

PAPER · INK · SIGNAL · CONTROL