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

Sep 9, 2026

duration 2m 41s · sources 32events 3,658 · HN 1failures clear

Sep 9, 2026

failed

duration 2m 4s · sources 32events 3,525 · HN 1failures 3 · digitalocean/writing, lg-ai/writing, snowflake/writing

Sep 9, 2026

failed

duration 1m 47s · sources 32events 3,079 · HN 0failures 3 · digitalocean/writing, anthropic/writing, groq/writing

Sep 9, 2026

duration 1m 46s · sources 32events 3,655 · HN 0failures clear

Sep 9, 2026

duration 1m 6s · sources 33events 823 · HN 0failures clear

Sep 9, 2026

failed

duration 4m 16s · sources 39events 1,483 · HN 0failures 4 · cerebras/careers, google-deepmind/careers, fireworks-ai/careers

Sep 9, 2026

duration 1m 14s · sources 32events 3,655 · HN 0failures clear

Sep 9, 2026

duration 3m 2s · sources 32events 3,655 · HN 3failures clear

4 older runs in snapshot

Started	Dur	Run	Sources	Events	HN	Failures
Sep 9, 2026	2m 41s	ok	32	3,658	1	clear
Sep 9, 2026	2m 4s	failed	32	3,525	1	3 · digitalocean/writing, lg-ai/writing, snowflake/writing
Sep 9, 2026	1m 47s	failed	32	3,079	0	3 · digitalocean/writing, anthropic/writing, groq/writing
Sep 9, 2026	1m 46s	ok	32	3,655	0	clear
Sep 9, 2026	1m 6s	ok	33	823	0	clear
Sep 9, 2026	4m 16s	failed	39	1,483	0	4 · cerebras/careers, google-deepmind/careers, fireworks-ai/careers
Sep 9, 2026	1m 14s	ok	32	3,655	0	clear
Sep 9, 2026	3m 2s	ok	32	3,655	3	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 2026-09-09T20:00:48.193+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.