Quality report

Claim debt is visible. Unresolved claims stay out of discovery.

Brali scans public protocol wording for evidence-like signals, then keeps review state, sources, canonical Topics, indexing, and editorial priority separate. A marker is not proof that a statement is false. It is a reason not to pretend the review already happened.

Corpus checked

973

Source records inspected by the current claim taxonomy.

Unresolved claim debt

607

Records requiring an explicit review, rewrite, restriction, watch, or rejection decision.

Indexable unresolved debt

0

The enforced target is zero. Search exposure must follow trust state rather than page existence.

How to read this report

786 records contain at least one review marker. 607 currently carry unresolved debt. These numbers are editorial workload, not an effectiveness score and not a count of proven falsehoods.

Enforced categories prevent normal discovery when exact wording has not completed the required review. Monitor-only categories expose broad effect, mechanism, and research language for inspection without pretending that a regular expression can judge a paper.

Enforced · 746

Quantitative

Percentages, explicit sample sizes, or participant counts that require precise source support.

Blocks unresolved discovery.

Enforced · 558

First party result

Claims about Brali, author, user, pilot, trial, experiment, or internal data results.

Blocks unresolved discovery.

Enforced · 59

Effect estimate

Statistical effect estimates, intervals, or comparative magnitudes that require exact source and analysis boundaries.

Blocks unresolved discovery.

Enforced · 27

Guarantee

Guarantees, universal effectiveness, or unsupported proof language.

Blocks unresolved discovery.

Enforced · 26

Clinical outcome

High-confidence diagnosis, treatment, cure, prevention, symptom, or disease outcome language.

Blocks unresolved discovery.

Enforced · 14

Causal assertion

High-confidence causal proof, shown-effect, or cause language that requires a directly matching reviewed source.

Blocks unresolved discovery.

Monitor only · 717

Research language

Study and evidence language that requires traceable review before it supports a public claim.

Monitor-only review signal.

Monitor only · 458

Causal effect

Broader causal or effect language that should be reviewed when used as a factual claim.

Monitor-only review signal.

Monitor only · 91

Mechanism

Biological or neurological mechanism language that can create unsupported scientific authority.

Monitor-only review signal.

Debt by current evidence state

The same marker can have a different meaning depending on whether the wording was reviewed, remains practical, is awaiting review, or is restricted.

0 records

Reviewed

Claim wording has a recorded editorial review boundary. A marker can remain without being unresolved debt.

0 records

Practical

Low-risk practical wording should not retain enforced evidence claims. Any exception remains visible for review.

492 records

Pending review

Evidence-like wording or a source exists, but the exact public claim has not completed review.

115 records

Restricted

Sensitive or higher-risk material remains outside normal trusted discovery until reviewed.

Debt by canonical Topic

34 mapped Topics currently contain unresolved debt. 177 debt records remain topic-pending. The ranking helps editors choose work; it does not rank human problems or scientific importance.

#1 · 99 debt records

Clear Communication

clear-communication

Editorial workload only. This count is not a popularity, risk, or evidence-strength score.

#2 · 58 debt records

Cognitive Biases

cognitive-biases

Editorial workload only. This count is not a popularity, risk, or evidence-strength score.

#3 · 42 debt records

Everyday Health Basics

health-basics

Editorial workload only. This count is not a popularity, risk, or evidence-strength score.

#4 · 32 debt records

Goals

goals

Editorial workload only. This count is not a popularity, risk, or evidence-strength score.

#5 · 24 debt records

Relationships

relationships

Editorial workload only. This count is not a popularity, risk, or evidence-strength score.

#6 · 23 debt records

Work Systems

work-systems

Editorial workload only. This count is not a popularity, risk, or evidence-strength score.

#7 · 20 debt records

Mood & Wellbeing

mood-wellbeing

Editorial workload only. This count is not a popularity, risk, or evidence-strength score.

#8 · 20 debt records

Skill Learning

skill-learning

Editorial workload only. This count is not a popularity, risk, or evidence-strength score.

#9 · 15 debt records

Task Initiation

task-initiation

Editorial workload only. This count is not a popularity, risk, or evidence-strength score.

#10 · 14 debt records

Language Learning

language-learning

Editorial workload only. This count is not a popularity, risk, or evidence-strength score.

#11 · 12 debt records

Idea Generation

idea-generation

Editorial workload only. This count is not a popularity, risk, or evidence-strength score.

#12 · 10 debt records

Critical Thinking

critical-thinking

Editorial workload only. This count is not a popularity, risk, or evidence-strength score.

Highest-priority current queue

This compact view follows the canonical evidence review queue. It shows titles and review reasons, but deliberately does not repeat unsupported claim snippets on an indexable report page. The full machine-readable report retains the traceable details for editors and tools.

#1 · Restricted · ACT

Defuse from Your Thoughts

Topics: Topic pending

Debt: Quantitative claim not reviewed · First party result not reviewed

Markers: Quantitative · First party result · Causal effect · Research language

Priority signals: Restricted · Sensitive topic · Quantitative claims · Enforced claim:quantitative · Enforced claim:first party result

#2 · Restricted · CBT

Set Small Daily Goals

Topics: Topic pending

Debt: Quantitative claim not reviewed · Effect estimate not reviewed

Markers: Quantitative · Effect estimate · Causal effect · Mechanism · Research language

Priority signals: Restricted · Sensitive topic · Quantitative claims · Enforced claim:quantitative · Enforced claim:effect estimate

#3 · Restricted · CBT

Create a Mastery Activity List

Topics: Topic pending

Debt: Quantitative claim not reviewed · First party result not reviewed

Markers: Quantitative · First party result · Causal effect · Mechanism · Research language

Priority signals: Restricted · Sensitive topic · Quantitative claims · Enforced claim:quantitative · Enforced claim:first party result

#4 · Restricted · Cognitive Analytic

Practice Compassionate Self-Talk

Topics: Topic pending

Debt: Quantitative claim not reviewed · First party result not reviewed

Markers: Quantitative · First party result · Causal effect · Research language

Priority signals: Restricted · Sensitive topic · Quantitative claims · Enforced claim:quantitative · Enforced claim:first party result

#5 · Restricted · Fit Life

Conquer the Burpee Blitz

Topics: Fitness & Strength

Debt: Quantitative claim not reviewed · First party result not reviewed

Markers: Quantitative · First party result · Causal effect · Research language

Priority signals: Restricted · Sensitive topic · Quantitative claims · Enforced claim:quantitative · Enforced claim:first party result

#6 · Restricted · Be Healthy

Cold Showers

Topics: Everyday Health Basics

Debt: Quantitative claim not reviewed · First party result not reviewed

Markers: Quantitative · First party result · Mechanism · Research language

Priority signals: Restricted · Sensitive topic · Quantitative claims · Enforced claim:quantitative · Enforced claim:first party result

#7 · Restricted · Be Healthy

Herbal Teas for Digestion and Stress

Topics: Everyday Health Basics

Debt: Quantitative claim not reviewed

Markers: Quantitative · Causal effect · Research language

Priority signals: Restricted · Sensitive topic · Quantitative claims · Enforced claim:quantitative · Evidence language

#8 · Restricted · Be Healthy

Hygiene Routines

Topics: Everyday Health Basics

Debt: Quantitative claim not reviewed · Guarantee language not reviewed

Markers: Quantitative · Guarantee

Priority signals: Restricted · Sensitive topic · Quantitative claims · Enforced claim:quantitative · Enforced claim:guarantee

#9 · Restricted · Fit Life

Advance with Push-Up Progression

Topics: Fitness & Strength

Debt: Quantitative claim not reviewed · First party result not reviewed

Markers: Quantitative · First party result · Research language

Priority signals: Restricted · Sensitive topic · Quantitative claims · Enforced claim:quantitative · Enforced claim:first party result

#10 · Restricted · Be Healthy

Morning Touch Test

Topics: Everyday Health Basics

Debt: Quantitative claim not reviewed · First party result not reviewed

Markers: Quantitative · First party result · Research language

Priority signals: Restricted · Sensitive topic · Quantitative claims · Enforced claim:quantitative · Enforced claim:first party result

#11 · Restricted · No Fears

Gradual Exposure

Topics: Fear & Confidence

Debt: Quantitative claim not reviewed

Markers: Quantitative · Causal effect · Research language

Priority signals: Restricted · Sensitive topic · Quantitative claims · Enforced claim:quantitative · Evidence language

#12 · Restricted · No Depression

Simple Eye Movement Exercise for Stress Relief

Topics: Mood & Wellbeing

Debt: Quantitative claim not reviewed · First party result not reviewed

Markers: Quantitative · First party result · Mechanism · Research language

Priority signals: Restricted · Sensitive topic · Quantitative claims · Enforced claim:quantitative · Enforced claim:first party result

What closes claim debt

  1. Inspect the exact public wording, not only its title or metadata.
  2. Read the actual source when factual support is required.
  3. Record supported wording, unsupported wording, limitations, population and outcome boundaries, provenance, and editorial decision.
  4. Choose an honest outcome: keep practical, rewrite, review and retain, restrict, watch, or reject.
  5. Preserve a reviewed Topic assignment or leave it explicitly pending.
  6. Rebuild and verify that evidence state, indexing, page data, API, citation, Topic aggregation, and claim debt agree.

Machine-readable transparency

Zero indexable debt is a boundary, not a victory lap.

The remaining work is to review and improve the underlying records without mass-promoting weak content or manufacturing citations.

Read the methodology