Production progress

Automated Evidence-Ledger Production of Research Papers

Current stage: Finalize · complete · step 8/8

manifest=workspace/cs-ai/auto-architectures/production_run.json

7 of 8 steps complete · ≈0s remaining

100%

✓Select direction
✓Discover papers
✓Produce abstract evidence
✓Produce claim table
✓Score product/TTV
✓Write paper
7Build site
✓Finalize

✓

Step 1/8 · 12%

Select direction

Automated Evidence-Ledger Production of Research Papers

complete

✓

Step 2/8 · 25%

Discover papers

used cached metadata and triage for top 12

complete

✓

Step 3/8 · 38%

Produce abstract evidence

generated_or_updated=0

complete

✓

Step 4/8 · 50%

Produce claim table

claim_rows=6

complete

✓

Step 5/8 · 62%

Score product/TTV

first_evidence=0.0s; completed_steps=7

complete

✓

Step 6/8 · 75%

Write paper

workspace/cs-ai/auto-architectures/paper/main.md; audit=pass

complete

Step 7/8 · 88%

Build site

public

skipped

✓

Step 8/8 · 100%

Finalize

manifest=workspace/cs-ai/auto-architectures/production_run.json

complete

Show raw progress ledger

Production Progress: Research paper production

Direction: ad-hoc
Scope: cs-ai/auto-architectures
Updated: 2026-06-01T21:00:47+00:00

Step	Progress	Status	Detail
1/8 Select direction	12%	complete	Automated Evidence-Ledger Production of Research Papers
2/8 Discover papers	25%	running	max_results=40, sort_by=submittedDate
2/8 Discover papers	25%	complete	used cached metadata and triage for top 12
3/8 Produce abstract evidence	38%	running	seeding evidence_matrix.csv
3/8 Produce abstract evidence	38%	complete	generated_or_updated=0
4/8 Produce claim table	50%	running	updating brief.md
4/8 Produce claim table	50%	complete	claim_rows=6
5/8 Validate claims	62%	running	checking paper IDs and evidence rows
5/8 Validate claims	62%	pass	filled_evidence_rows=6
5/8 Score novelty	62%	complete	score=0.975 (paper=1.0, claim=0.937); novel=6/6 papers; duplicates_with_prior=0
5/8 Score correctness	62%	complete	score=0.888 (quote_in_pdf=1.0, claim_support=0.628, locator=1.0); rows_scored=6, pdfs_missing=0
5/8 Score product/TTV	62%	complete	first_evidence=0.0s; completed_steps=7
6/8 Write paper	75%	running	Automated Evidence-Ledger Production of Research Papers
6/8 Write paper	75%	complete	workspace/cs-ai/auto-architectures/paper/main.md; audit=pass
7/8 Build site	88%	running	public
7/8 Build site	88%	skipped	public
8/8 Finalize	100%	running	writing manifest
8/8 Finalize	100%	complete	manifest=workspace/cs-ai/auto-architectures/production_run.json