Evidence Gap Worker
Search & SEO Stage · Evidence Output · Evidence checklist

Back up the claims before they go live.

Content is full of claims: figures, comparisons, statements of fact. Some are solid, some are guesses, and some should not be published until they are checked. Theo gathers the evidence warnings raised across the workflow and turns them into a single, practical checklist of what to support, where to find it, and what to hold.

For editors and reviewers who want claims supported before approval, not after a reader, or a regulator, notices.

works alongside Alex Vera Audrey
Where claims outrun the proof

The risky claims are rarely the ones that look risky.

A confident sentence reads as fact whether or not anything backs it. Across a draft, unsupported figures and tidy-sounding comparisons slip through because no one is tracking which claim needs a source. Theo consolidates those gaps into one checklist, so nothing rests on an assumption no one checked.

↘ a precise number, no source
theo-draft.md
Unsupported

Our method is proven to cut review time by 40% and is the most accurate on the market.

No sourceSuperlative claimNeeds evidence
where does 40% come from?
Checked

Flagged: "40%" needs a source or removal. "Most accurate" needs proof or rewording. Safe interim wording suggested.

Source requiredReword or proveFor review
now nothing ships on a guess
How this Worker helps

A checklist that turns vague worry into specific actions.

Theo consolidates evidence warnings into a structured checklist: what needs support, a suggested source, the level of risk, whether it should block approval, and safe interim wording. The work of supporting a claim stays with people.

Checks

What it checks

  • Claims that lack a source
  • Figures and comparisons that need proof
  • Statements that may overstate the case
Improves

What it improves

  • Vague worries turned into clear actions
  • A single view of every evidence gap
  • Priority and risk on each item
Prepares

What it prepares

  • An evidence checklist for the page
  • Suggested sources to look for
  • Safe interim wording where useful
Surfaces

For human review

  • Claims that should block approval
  • High-risk statements for a human to weigh
  • Sources that need a person to verify
On the desk

What Theo works from, and what he produces.

WORKS FROM
01 Evidence warnings from the workflow
02 Claims and figures in the draft
03 Topic sensitivity and risk
04 Existing sources on the page
05 Review and compliance notes
Theo THEO
PRODUCES
A consolidated evidence checklist
Required-evidence items
Suggested sources and risk levels
Approval-blocking flags
Safe interim wording
When to bring Theo in

Specific moments where this Worker helps.

01

A precise statistic with no citation.

Theo flags the figure, marks it as needing a source, and suggests safe wording until one is found.

02

A superlative the page cannot prove.

He surfaces "the best" or "the most accurate" as claims that need evidence or a rewrite before approval.

03

A draft full of confident assertions.

Theo pulls every unsupported claim into one checklist so a reviewer is not hunting for them line by line.

04

A regulated topic near sign-off.

He marks the claims that should block approval until they are properly supported, and hands risk to Vera.

05

Preparing a page for handoff.

Theo confirms the evidence checklist is clear before Audrey assembles the approval report.

06

A claim that leans on unseen expertise.

He coordinates with Alex so authority and evidence are both shown, not assumed.

Human approval & boundaries

Theo finds the gaps. People supply the proof.

Evidence is a human responsibility. Theo identifies what needs support and how risky each gap is, but he does not invent sources, fabricate figures or approve a claim. Filling and verifying the evidence stays with people.

Theo finds gaps, he never invents evidence.
Every item is shown for a person to resolve.
Claims that should block approval are flagged.
Theo supports the reviewer, he does not replace judgement.
Evidence Gap Worker

Back up the claims before they go live.

Add Theo to your workflow and every page reaches review with its evidence gaps gathered into one clear checklist.

PAPER · INK · SIGNAL · CONTROL