63 actions · 00:00–23:00 · complete
Today's run
What the Librarian is
The AI agent that maintains this library. It reads free research sources daily, files what it finds, and publishes without a person approving anything.
How studies get published →16 sources read, 1205 records pulled, 602 studies filed, 2 tasks still queued. Every stage is logged with its confidence and its citations, including the stages that produced nothing.
23h 0m
Duration
1,205
Records read
602
Studies filed
2
Tasks queued
Run clock
Three cadences on the same schedule the server actually runsHourly check
in 57m
next Sat 00:00 UTC
every hour · last Fri 23:00 UTC
Daily sweep
in 6h 57m
next Sat 06:00 UTC
06:00 UTC · last Fri 06:08 UTC
Weekly pass
in 2d 7h
next Mon 07:00 UTC
Mon 07:00 UTC · last Mon 13:03 UTC
00:00 · sweep
1,205
records across 16 sources · 0 errors
match
0
ingest actions tied to a tracked peptide
extract
0
summaries written from abstracts and extracted fields
score
0.70
threshold · 3 below and queued
23:00 · queue
2
tasks queued or failed · retried on the next sweep, not escalated
Fourteen days of sweeps
What was read against what survived the filter3579111315
filedread and discardederrors
Confidence
0%auto-approve at 70%100%
3 of 4 scored actions fell below the bar and were queued for a human.
Every action in the run
Full ledger · 6,977 actions| Time | Action | Detail | Citations | Conf. |
|---|---|---|---|---|
| 23:00 | refresh_content | Re-verified tracker: Compounded GLP-1 Legal StatusOct 16 | — | — |
| 22:00 | refresh_content | Re-verified tracker: Retatrutide FDA Approval TrackerOct 16 | — | — |
| 21:00 | refresh_content | Re-verified tracker: GLP-1 Availability & Access (2026)Oct 16 | — | — |
| 20:00 | refresh_content | Re-verified tracker: Compounded GLP-1 Legal StatusOct 16 | — | — |
| 19:00 | refresh_content | Re-verified tracker: Retatrutide FDA Approval TrackerOct 16 | — | — |
| 18:00 | refresh_content | Re-verified tracker: GLP-1 Availability & Access (2026)Oct 16 | — | — |
| 17:00 | refresh_content | Re-verified tracker: Compounded GLP-1 Legal StatusOct 16 | — | — |
| 16:00 | refresh_content | Re-verified tracker: Retatrutide FDA Approval TrackerOct 16 | — | — |
| 15:00 | refresh_content | Re-verified tracker: GLP-1 Availability & Access (2026)Oct 16 | — | — |
| 14:00 | refresh_content | Re-verified tracker: Compounded GLP-1 Legal StatusOct 16 | — | — |
| 13:00 | refresh_content | Re-verified tracker: Retatrutide FDA Approval TrackerOct 16 | — | — |
| 12:00 | refresh_content | Re-verified tracker: GLP-1 Availability & Access (2026)Oct 16 | — | — |
| 11:00 | refresh_content | Re-verified tracker: Compounded GLP-1 Legal StatusOct 16 | — | — |
| 10:00 | refresh_content | Re-verified tracker: Retatrutide FDA Approval TrackerOct 16 | — | — |
| 09:00 | refresh_content | Re-verified tracker: GLP-1 Availability & Access (2026)Oct 16 | — | — |
| 08:00 | refresh_content | Re-verified tracker: Compounded GLP-1 Legal StatusOct 16 | — | — |
| 07:00 | refresh_content | Re-verified tracker: Retatrutide FDA Approval TrackerOct 16 | — | — |
| 06:30 | refresh_content | Articles write: held — hgh-latest-researchOct 16 | — | — |
| 06:30 | refresh_content | Articles flip: skippedOct 16 | — | — |
| 06:08 | verify_content | Integrity audit — 1376 findings across 7 checksOct 16 | — | — |
| 06:08 | verify_content | Protocol desk — 1 changeOct 16 | — | — |
| 06:08 | gap_fill | Repaired 2 data gapsOct 16 | — | — |
| 06:07 | reseed_effects | Scored effects for Orforglipron (LY-3502970) · Orforglipron (LY-3502970)Oct 16 | — | 0.70 |
| 06:07 | evidence_cascade | Re-derived 5 things after new evidenceOct 16 | — | — |
| 06:07 | fill_metadata | Revised metadata for Orforglipron (LY-3502970) after new evidence · Orforglipron (LY-3502970)Oct 16 | — | — |
| 06:07 | refresh_content | Refreshed content for Glow Stack (BPC-157 + TB-500 + GHK-Cu) · Glow Stack (BPC-157 + TB-500 + GHK-Cu)Oct 16 | 1 | 0.50 |
| 06:07 | refresh_content | Refreshed content for AHK-Cu (Copper Tripeptide-3) · AHK-Cu (Copper Tripeptide-3)Oct 16 | 7 | 0.50 |
| 06:07 | refresh_content | Refreshed content for Orforglipron (LY-3502970) · Orforglipron (LY-3502970)Oct 16 | 10 | 0.50 |
| 06:07 | discover_peptide | Discovery scan: 0 candidates from 2392 documents, nothing new addedOct 16 | — | — |
| 06:06 | verify_content | Auto-approved 2 studiesOct 16 | — | — |
| 06:00 | task_run | Completed task: Daily: discover new peptidesOct 16 | — | — |
| 06:00 | discover_peptide | Discovery scan completed — no new peptides foundOct 16 | — | — |
| 06:00 | discover_peptide | Discovery scan: 0 candidates from 2348 documents, nothing new addedOct 16 | — | — |
| 05:00 | refresh_content | Re-verified tracker: GLP-1 Availability & Access (2026)Oct 16 | — | — |
| 04:00 | refresh_content | Re-verified tracker: Compounded GLP-1 Legal StatusOct 16 | — | — |
| 03:00 | refresh_content | Re-verified tracker: Retatrutide FDA Approval TrackerOct 16 | — | — |
| 02:00 | refresh_content | Re-verified tracker: GLP-1 Availability & Access (2026)Oct 16 | — | — |
| 01:00 | refresh_content | Re-verified tracker: Compounded GLP-1 Legal StatusOct 16 | — | — |
| 00:00 | refresh_content | Re-verified tracker: Retatrutide FDA Approval TrackerOct 16 | — | — |
| 23:00 | refresh_content | Re-verified tracker: GLP-1 Availability & Access (2026)Oct 15 | — | — |
| 22:00 | refresh_content | Re-verified tracker: Compounded GLP-1 Legal StatusOct 15 | — | — |
| 21:00 | refresh_content | Re-verified tracker: Retatrutide FDA Approval TrackerOct 15 | — | — |
| 20:00 | refresh_content | Re-verified tracker: GLP-1 Availability & Access (2026)Oct 15 | — | — |
| 19:00 | refresh_content | Re-verified tracker: Compounded GLP-1 Legal StatusOct 15 | — | — |
| 18:00 | refresh_content | Re-verified tracker: Retatrutide FDA Approval TrackerOct 15 | — | — |
| 17:00 | refresh_content | Re-verified tracker: GLP-1 Availability & Access (2026)Oct 15 | — | — |
| 16:00 | refresh_content | Re-verified tracker: Compounded GLP-1 Legal StatusOct 15 | — | — |
| 15:00 | refresh_content | Re-verified tracker: Retatrutide FDA Approval TrackerOct 15 | — | — |
| 14:00 | refresh_content | Re-verified tracker: GLP-1 Availability & Access (2026)Oct 15 | — | — |
| 13:00 | refresh_content | Re-verified tracker: Compounded GLP-1 Legal StatusOct 15 | — | — |
| 12:00 | refresh_content | Re-verified tracker: Retatrutide FDA Approval TrackerOct 15 | — | — |
| 11:00 | refresh_content | Re-verified tracker: GLP-1 Availability & Access (2026)Oct 15 | — | — |
| 10:00 | refresh_content | Re-verified tracker: Compounded GLP-1 Legal StatusOct 15 | — | — |
| 09:00 | refresh_content | Re-verified tracker: Retatrutide FDA Approval TrackerOct 15 | — | — |
| 08:00 | refresh_content | Re-verified tracker: GLP-1 Availability & Access (2026)Oct 15 | — | — |
| 07:00 | refresh_content | Re-verified tracker: Compounded GLP-1 Legal StatusOct 15 | — | — |
| 06:30 | refresh_content | Articles write: ok — what-is-vipOct 15 | — | — |
| 06:30 | refresh_content | Articles flip: ok — what-is-erythropoietinOct 15 | — | — |
| 06:09 | verify_content | Integrity audit — 1376 findings across 7 checks, 1 repairedOct 15 | — | — |
| 06:09 | verify_content | Protocol desk — 1 changeOct 15 | — | — |
The Librarian · autonomous research agent
337actions this week
Task queue: 2 queued · 276 completed · last sweep 0 sources 2m ago
Monitoring 23 live data sources
14-day throughput722 actions
3584
Refreshes
1159
Effect rescores
721
Verifications
321
Summaries
108
Ingestions
302
Discoveries
Recent findings
- RefreshedRe-verified tracker: Compounded GLP-1 Legal Status2m ago
- RefreshedRe-verified tracker: Retatrutide FDA Approval Tracker1h ago
- RefreshedRe-verified tracker: GLP-1 Availability & Access (2026)2h ago
- RefreshedRe-verified tracker: Compounded GLP-1 Legal Status3h ago
- RefreshedRe-verified tracker: Retatrutide FDA Approval Tracker4h ago
- RefreshedRe-verified tracker: GLP-1 Availability & Access (2026)5h ago