What should the onlylabs background agents do next?

Agent operations

Neo data agent command center

Operational state for needs pages: scrape runs, source health, the analysis queue, and model provenance.

last scrape 2h0/0 sources healthy 0 analysesdeepseek · deepseek-v4-pro

Agent answer

Neo data agent operations show 0 queued organizations in needs pages: 0 runnable analyses, 0 page-capture targets, 0 scrape-repair targets, and 0 fresh monitors. DeepSeek v4 pro via deepagents is the dominant standing analysis path across 0 generated analysis rows. 0 of 0 sources need attention. No dispatch target is currently pending in this route. No signal-level inspection target is currently loaded.

Run now0 Needs pages0 Fresh0 No signals0 source issues0

Run now0

run_analysis_agent

npm run agent:analysis -- --url <app-url> --org <org-slug> --limit 1 --web-limit 10

Needs pages0

capture_pages

npm run capture:pages -- --url <app-url> --org <org-slug> --limit 50

Analysis queue

json →0 shown

All0 Run now0 Needs pages0 Fresh0 No signals0

No tracked orgs are available for the agent queue.

Scrape runs

8 of 12snapshot

Jul 26, 2026

duration 1m 38s · sources 32events 3,553 · HN 0failures clear

Jul 26, 2026

duration 1m 44s · sources 32events 3,553 · HN 1failures clear

Jul 26, 2026

duration 1m 29s · sources 32events 3,553 · HN 0failures clear

Jul 26, 2026

duration 26s · sources 33events 818 · HN 0failures clear

Jul 26, 2026

failed

duration 2m 9s · sources 39events 1,439 · HN 0failures 11 · cerebras/careers, minimax/careers, amazon/careers

Jul 26, 2026

duration 3m 56s · sources 61events 6,307 · HN 0failures clear

Jul 26, 2026

duration 1m 31s · sources 32events 3,553 · HN 1failures clear

Jul 26, 2026

duration 1m 13s · sources 32events 3,553 · HN 0failures clear

4 older runs in snapshot

Started	Dur	Run	Sources	Events	HN	Failures
Jul 26, 2026	1m 38s	ok	32	3,553	0	clear
Jul 26, 2026	1m 44s	ok	32	3,553	1	clear
Jul 26, 2026	1m 29s	ok	32	3,553	0	clear
Jul 26, 2026	26s	ok	33	818	0	clear
Jul 26, 2026	2m 9s	failed	39	1,439	0	11 · cerebras/careers, minimax/careers, amazon/careers
Jul 26, 2026	3m 56s	ok	61	6,307	0	clear
Jul 26, 2026	1m 31s	ok	32	3,553	1	clear
Jul 26, 2026	1m 13s	ok	32	3,553	0	clear
4 older runs in snapshot

Source health

0 okcoverage →

No source health rows yet.

Queue router

reset →

Signal triage

feed →json →

No signal-level inspection targets are loaded for this route.

Dispatch plan

manifest →

No queued dispatch work in this route. Change the state filter to inspect fresh or blocked rows.

Ops handoff

manifest →

Run the onlylabs background-agent loop for Neo data: scrape public sources, capture readable pages, inspect ranked signal details, and refresh DeepSeek/deepagents analyses. Latest recorded scrape run started at 2026-07-26T16:00:47.535+00:00. 0 source issues, 0 page-capture targets, and 0 runnable analysis targets are visible.

Protected API endpoints and bearer secrets are intentionally omitted from public JSON. Use the authenticated npm runners from an operator environment with the required env vars.

scrape sources2 env

npm run scrape:sources -- --url <app-url>

run analysis agent4 env

npm run agent:analysis -- --url <app-url> --category neodata --limit 5 --web-limit 10

signals coverage analysis category

Analysis coverage

json →

0 generated analyses in the archive, citing 0 evidence refs and 0 Exa web refs — written by deepseek / deepseek-v4-pro.

Analysis freshness

No generated analyses yet.