Make the survey’s claims explicit and auditable before writing prose.

This should stay bullets-only (NO PROSE). The goal is to make later writing easy and to prevent “template prose” from sneaking in.

Inputs

outline/outline.yml
papers/paper_notes.jsonl
Optional: outline/mapping.tsv

Output

outline/claim_evidence_matrix.md

Workflow (heuristic)

Uses: outline/outline.yml, outline/mapping.tsv.

For each subsection, write 1–3 claims that are:
- specific (mechanism / assumption / empirical finding)
- falsifiable (“X reduces tool errors under Y evaluation”, not “X is important”)
For each claim, list ≥2 evidence sources:
- prefer different styles of evidence (method paper + eval/benchmark paper, or two competing approaches)

Make the survey’s claims explicit and auditable before writing prose.

This should stay bullets-only (NO PROSE). The goal is to make later writing easy and to prevent “template prose” from sneaking in.

Inputs

outline/outline.yml
papers/paper_notes.jsonl
Optional: outline/mapping.tsv

Output

outline/claim_evidence_matrix.md

Workflow (heuristic)

Uses: outline/outline.yml, outline/mapping.tsv.

For each subsection, write 1–3 claims that are:
- specific (mechanism / assumption / empirical finding)
- falsifiable (“X reduces tool errors under Y evaluation”, not “X is important”)
For each claim, list ≥2 evidence sources:
- prefer different styles of evidence (method paper + eval/benchmark paper, or two competing approaches)

Claim–Evidence Matrix

Inputs

Output

Workflow (heuristic)

Claim–Evidence Matrix

Inputs

Output

Workflow (heuristic)

Quality checklist

Helper script (optional)

Quick Start

All Options

Examples

Notes

Troubleshooting

Issue: claims are generic or read like outline boilerplate

Issue: you cannot add `[@BibKey]` because keys are missing

Goplaces

Research Ops

Editor

Fact Checker

Deep Research

Academic Researcher

Claim–Evidence Matrix

Inputs

Output

Workflow (heuristic)

Claim–Evidence Matrix

Inputs

Output

Workflow (heuristic)

Quality checklist

Helper script (optional)

Quick Start

All Options

Examples

Notes

Troubleshooting

Issue: claims are generic or read like outline boilerplate

Issue: you cannot add [@BibKey] because keys are missing

Goplaces

Research Ops

Editor

Fact Checker

Deep Research

Academic Researcher

Issue: you cannot add `[@BibKey]` because keys are missing