Paper Citation Record · LEDGER

In-the-Flow Agentic System Optimization for Effective Planning and Tool Use

As of 23 August 2026, this Paper Citation Record lists 81 of 81 outbound references and 15 inbound Pith citation observations for arXiv:2510.05592.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2510.05592 v2

Coverage vector

measured 81 of 81 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-04T11:20:59.267525Z

measured 96 of 96 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+00:00

measured 15 of 15 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-04T06:52:32.793850Z

measured 1 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

81 of 81 outbound references displayed

verified exact0
verified fuzzy0
unresolved81
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

0
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

Observation 36009772-0902-42d1-a061-8e54a257191e · outbound

This paper cites an unresolved cited work.

In-the-Flow Agentic System Optimization for Effective Planning and Tool Use Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-04T11:20:51.076313Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 426aad29-4dfc-4639-85be-fe6b51388e14 · outbound

This paper cites an unresolved cited work.

In-the-Flow Agentic System Optimization for Effective Planning and Tool Use Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-04T11:20:51.138958Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 73914921-e1c6-4bca-a7c1-5d5c708e5a9e · outbound

This paper cites information retrieval).

In-the-Flow Agentic System Optimization for Effective Planning and Tool Use information retrieval)

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-04T11:20:51.216914Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c52fd4cc-9c96-4300-b093-53fb1fff8775 · outbound

This paper cites an unresolved cited work.

In-the-Flow Agentic System Optimization for Effective Planning and Tool Use Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-04T11:20:51.297174Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1b37b53f-c136-41cb-a380-c368f88396dc · outbound

This paper cites an unresolved cited work.

In-the-Flow Agentic System Optimization for Effective Planning and Tool Use Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-04T11:20:51.352233Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation febd92d5-4b5b-4e06-97a2-9da3d5466d82 · outbound

This paper cites an unresolved cited work.

In-the-Flow Agentic System Optimization for Effective Planning and Tool Use Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-04T11:20:51.423722Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5cf58be5-1ef8-42ad-857a-79d15ccf9626 · outbound

This paper cites Response Format:.

In-the-Flow Agentic System Optimization for Effective Planning and Tool Use Response Format:

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-04T11:20:51.584871Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f819fa57-96ae-48d8-bb08-686dab8e7cfc · outbound

This paper cites an unresolved cited work.

In-the-Flow Agentic System Optimization for Effective Planning and Tool Use Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-04T11:20:54.350592Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1399a264-4719-49bd-9c4a-eccd39855193 · outbound

This paper cites an unresolved cited work.

In-the-Flow Agentic System Optimization for Effective Planning and Tool Use Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-04T11:20:51.647105Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1c6835d9-1d01-4ef0-aaa4-542f6622ac96 · outbound

This paper cites an unresolved cited work.

In-the-Flow Agentic System Optimization for Effective Planning and Tool Use Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-04T11:20:51.734805Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3d60c9c1-d6a4-4aa6-9ecd-14098fd390e0 · outbound

This paper cites an unresolved cited work.

In-the-Flow Agentic System Optimization for Effective Planning and Tool Use Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-04T11:20:51.805978Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e4327f23-df54-490d-b871-76619c752453 · outbound

This paper cites Rules: Select only one tool per step.

In-the-Flow Agentic System Optimization for Effective Planning and Tool Use Rules: Select only one tool per step

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-04T11:20:51.903404Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1872e863-d400-4080-b1e9-d58121485e44 · outbound

This paper cites an unresolved cited work.

In-the-Flow Agentic System Optimization for Effective Planning and Tool Use Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-04T11:20:52.037243Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 14fc067a-189f-42b6-aced-8f579b9b4b88 · outbound

This paper cites an unresolved cited work.

In-the-Flow Agentic System Optimization for Effective Planning and Tool Use Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-04T11:20:52.139403Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation efe6ef5f-5c8b-4e7d-9021-4c24125f4ab4 · outbound

This paper cites an unresolved cited work.

In-the-Flow Agentic System Optimization for Effective Planning and Tool Use Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-04T11:20:52.254907Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 04bccf72-7e74-4d1b-9a43-ca09ebea218e · outbound

This paper cites an unresolved cited work.

In-the-Flow Agentic System Optimization for Effective Planning and Tool Use Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-04T11:20:52.347281Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c7104627-1a37-4f25-bb8e-27fbd4e170bc · outbound

This paper cites Summarize the following porblom:.

In-the-Flow Agentic System Optimization for Effective Planning and Tool Use Summarize the following porblom:

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-04T11:20:52.413263Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2a3e05ae-1df3-4999-a13d-88e433bc186f · outbound

This paper cites an unresolved cited work.

In-the-Flow Agentic System Optimization for Effective Planning and Tool Use Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-04T11:20:52.554043Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b783e9ab-e948-4d32-8aaa-d59412d62e6f · outbound

This paper cites an unresolved cited work.

In-the-Flow Agentic System Optimization for Effective Planning and Tool Use Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-04T11:20:52.701230Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 809b562c-3cad-443b-949e-bf994d824d62 · outbound

This paper cites an unresolved cited work.

In-the-Flow Agentic System Optimization for Effective Planning and Tool Use Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-04T11:20:52.817100Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation acae4003-78a5-4125-be13-6e3b69cfca7b · outbound

This paper cites an unresolved cited work.

In-the-Flow Agentic System Optimization for Effective Planning and Tool Use Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-04T11:20:52.928468Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7963cd6f-25fe-4f9a-9a81-bb7fe4c73624 · outbound

This paper cites an unresolved cited work.

In-the-Flow Agentic System Optimization for Effective Planning and Tool Use Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-04T11:20:53.031327Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e5af34b4-36ed-440d-92eb-164dabaa9ab9 · outbound

This paper cites Conclusion: STOP.

In-the-Flow Agentic System Optimization for Effective Planning and Tool Use Conclusion: STOP

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-04T11:20:53.126767Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1384c7b1-1c13-46e7-a3e2-5fc2a71fe5fb · outbound

This paper cites an unresolved cited work.

In-the-Flow Agentic System Optimization for Effective Planning and Tool Use Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-04T11:20:53.219677Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 250864ec-aacb-4919-983b-3132e2e63fca · outbound

This paper cites an unresolved cited work.

In-the-Flow Agentic System Optimization for Effective Planning and Tool Use Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-04T11:20:53.284614Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 70f4cdaa-b921-4ba7-9972-eee915630267 · outbound

This paper cites an unresolved cited work.

In-the-Flow Agentic System Optimization for Effective Planning and Tool Use Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-04T11:20:53.346924Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 77004b13-e468-40e9-a2e0-ada8ea13c2e2 · outbound

This paper cites Output Structure:.

In-the-Flow Agentic System Optimization for Effective Planning and Tool Use Output Structure:

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-04T11:20:53.389830Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 681e1b34-31bd-480a-ad6a-bde87d33915c · outbound

This paper cites To verify X.

In-the-Flow Agentic System Optimization for Effective Planning and Tool Use To verify X

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-04T11:20:53.453996Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 337155d4-8cb4-4653-aa3d-fc1ef430c1dc · outbound

This paper cites Query": Where is the largest shopping mall besides Tokyo’s biggest metropolitan station?.

In-the-Flow Agentic System Optimization for Effective Planning and Tool Use Query": Where is the largest shopping mall besides Tokyo’s biggest metropolitan station?

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-04T11:20:53.511687Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fa072f9a-96b4-4bf2-bf12-876944e946dd · outbound

This paper cites an unresolved cited work.

In-the-Flow Agentic System Optimization for Effective Planning and Tool Use Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-04T11:20:53.568883Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 637811fa-ee90-471a-a13e-67bfb755010a · outbound

This paper cites an unresolved cited work.

In-the-Flow Agentic System Optimization for Effective Planning and Tool Use Unresolved cited work

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-04T11:20:53.636010Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e7e3651d-a5d2-48f0-bd71-34d49191aa1c · outbound

This paper cites an unresolved cited work.

In-the-Flow Agentic System Optimization for Effective Planning and Tool Use Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-04T11:20:53.712207Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7b1e9c83-84b6-4b79-8280-c1084cdcd87a · outbound

This paper cites an unresolved cited work.

In-the-Flow Agentic System Optimization for Effective Planning and Tool Use Unresolved cited work

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-04T11:20:53.752287Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 542064ad-4e00-4a41-82da-e95fb9b89478 · outbound

This paper cites an unresolved cited work.

In-the-Flow Agentic System Optimization for Effective Planning and Tool Use Unresolved cited work

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-04T11:20:53.824143Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c7d3f150-d0c0-4c64-b225-d122182ce774 · outbound

This paper cites Find the sum of prime numbers up to 50.

In-the-Flow Agentic System Optimization for Effective Planning and Tool Use Find the sum of prime numbers up to 50

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-04T11:20:53.892180Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a6175862-9936-497a-83ff-f38534a8195c · outbound

This paper cites an unresolved cited work.

In-the-Flow Agentic System Optimization for Effective Planning and Tool Use Unresolved cited work

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-04T11:20:53.932441Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dc465292-64fb-43f0-8b85-6f5b1aa1fc15 · outbound

This paper cites an unresolved cited work.

In-the-Flow Agentic System Optimization for Effective Planning and Tool Use Unresolved cited work

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-04T11:20:53.990178Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5174579f-e6f7-4a8b-9fa1-83e7f1af806d · outbound

This paper cites an unresolved cited work.

In-the-Flow Agentic System Optimization for Effective Planning and Tool Use Unresolved cited work

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-04T11:20:54.046844Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7085e9ea-4f1a-47cb-b256-6f02196543f1 · outbound

This paper cites an unresolved cited work.

In-the-Flow Agentic System Optimization for Effective Planning and Tool Use Unresolved cited work

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-04T11:20:54.105753Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1d1fdd1c-012a-46f8-a7f9-f98dbaeb1f4b · outbound

This paper cites an unresolved cited work.

In-the-Flow Agentic System Optimization for Effective Planning and Tool Use Unresolved cited work

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-04T11:20:54.164379Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c7a27637-d48d-4ae5-8035-bf60e04f55fa · outbound

This paper cites an unresolved cited work.

In-the-Flow Agentic System Optimization for Effective Planning and Tool Use Unresolved cited work

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-04T11:20:54.215415Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7cfac64e-f19e-4797-9380-9911cf195e61 · outbound

This paper cites an unresolved cited work.

In-the-Flow Agentic System Optimization for Effective Planning and Tool Use Unresolved cited work

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-04T11:20:54.254082Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4a537370-94fb-4aab-8449-e561e9f8a644 · outbound

This paper cites an unresolved cited work.

In-the-Flow Agentic System Optimization for Effective Planning and Tool Use Unresolved cited work

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-04T11:20:54.356210Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ec0af07a-2932-4c7a-a237-33449aede456 · outbound

This paper cites an unresolved cited work.

In-the-Flow Agentic System Optimization for Effective Planning and Tool Use Unresolved cited work

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-04T11:20:54.360463Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 17547138-a75e-4968-96f1-b96800cf1d7b · outbound

This paper cites Best Practice.

In-the-Flow Agentic System Optimization for Effective Planning and Tool Use Best Practice

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-04T11:20:54.461057Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2b03b668-a8b8-456c-8998-936b421a537c · outbound

This paper cites an unresolved cited work.

In-the-Flow Agentic System Optimization for Effective Planning and Tool Use Unresolved cited work

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-04T11:20:54.638848Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4b82f1fb-3644-436b-b4dc-7156d2344d0f · outbound

This paper cites an unresolved cited work.

In-the-Flow Agentic System Optimization for Effective Planning and Tool Use Unresolved cited work

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-04T11:20:54.749048Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 63880973-5c20-4b7f-b619-07972c2a4525 · outbound

This paper cites an unresolved cited work.

In-the-Flow Agentic System Optimization for Effective Planning and Tool Use Unresolved cited work

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-04T11:20:54.904455Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1a991347-1642-40d7-9dfe-607135980db9 · outbound

This paper cites an unresolved cited work.

In-the-Flow Agentic System Optimization for Effective Planning and Tool Use Unresolved cited work

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-04T11:20:55.017677Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1bee6317-3d03-4654-aca3-3b952ee82b6f · outbound

This paper cites an unresolved cited work.

In-the-Flow Agentic System Optimization for Effective Planning and Tool Use Unresolved cited work

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-04T11:20:55.146176Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cd393d76-6725-419c-8b1f-15f4e38e74a5 · outbound

This paper cites What is the capital of France?.

In-the-Flow Agentic System Optimization for Effective Planning and Tool Use What is the capital of France?

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-04T11:20:55.208577Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a53f5105-6377-4098-a45f-f8d72920c7c3 · outbound

This paper cites an unresolved cited work.

In-the-Flow Agentic System Optimization for Effective Planning and Tool Use Unresolved cited work

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-04T11:20:55.319141Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c4a5370b-8789-4e43-b3be-1150cd5c8319 · outbound

This paper cites an unresolved cited work.

In-the-Flow Agentic System Optimization for Effective Planning and Tool Use Unresolved cited work

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-04T11:20:55.507713Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d7f4258a-bb92-44af-a4ce-48517e08afff · outbound

This paper cites Best Practice.

In-the-Flow Agentic System Optimization for Effective Planning and Tool Use Best Practice

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-04T11:20:55.723705Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f17a8507-eb37-4139-8c73-f1b88302f517 · outbound

This paper cites an unresolved cited work.

In-the-Flow Agentic System Optimization for Effective Planning and Tool Use Unresolved cited work

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-04T11:20:55.905323Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 90813714-4073-4c83-a61f-3f505e005177 · outbound

This paper cites What is the capital of France?.

In-the-Flow Agentic System Optimization for Effective Planning and Tool Use What is the capital of France?

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-04T11:20:56.064225Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a876cd50-44b0-4512-b547-a759c2104808 · outbound

This paper cites an unresolved cited work.

In-the-Flow Agentic System Optimization for Effective Planning and Tool Use Unresolved cited work

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-04T11:20:56.294098Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6ef6e27f-8d79-4177-b04f-a8982f3156c1 · outbound

This paper cites What is the exact mass in kg of the moon.

In-the-Flow Agentic System Optimization for Effective Planning and Tool Use What is the exact mass in kg of the moon

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-04T11:20:56.403488Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d3057058-2c67-448c-919f-ab578b58d7fb · outbound

This paper cites an unresolved cited work.

In-the-Flow Agentic System Optimization for Effective Planning and Tool Use Unresolved cited work

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-04T11:20:56.563739Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7ed406b3-f151-4d44-91aa-22db77b26df2 · outbound

This paper cites an unresolved cited work.

In-the-Flow Agentic System Optimization for Effective Planning and Tool Use Unresolved cited work

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-04T11:20:56.716616Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b38e4bd7-acd2-4f27-a162-1b86c742b11d · outbound

This paper cites Best Practice.

In-the-Flow Agentic System Optimization for Effective Planning and Tool Use Best Practice

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-04T11:20:56.819489Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b332f46d-fa1d-4b6a-a285-fbf5a3b9ca5f · outbound

This paper cites an unresolved cited work.

In-the-Flow Agentic System Optimization for Effective Planning and Tool Use Unresolved cited work

Reference 63

Resolution: unresolved; no resolver link, observed 2026-08-04T11:20:56.985599Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 60ae8e09-df94-429a-8215-e1632392c856 · outbound

This paper cites rele- vant pages.

In-the-Flow Agentic System Optimization for Effective Planning and Tool Use rele- vant pages

Reference 64

Resolution: unresolved; no resolver link, observed 2026-08-04T11:20:57.085338Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fe1ba839-5822-4da3-913d-4e81bd99068a · outbound

This paper cites other pages.

In-the-Flow Agentic System Optimization for Effective Planning and Tool Use other pages

Reference 65

Resolution: unresolved; no resolver link, observed 2026-08-04T11:20:57.261016Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b777c286-1e8f-44e1-b473-ce687b3d2b08 · outbound

This paper cites an unresolved cited work.

In-the-Flow Agentic System Optimization for Effective Planning and Tool Use Unresolved cited work

Reference 66

Resolution: unresolved; no resolver link, observed 2026-08-04T11:20:57.386694Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d7346580-49a4-4b4f-a863-e01df9e9de1d · outbound

This paper cites What is the exact mass in kg of the moon?.

In-the-Flow Agentic System Optimization for Effective Planning and Tool Use What is the exact mass in kg of the moon?

Reference 67

Resolution: unresolved; no resolver link, observed 2026-08-04T11:20:57.554528Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c0836dda-b99d-43fe-ad67-e40d00ca14b6 · outbound

This paper cites an unresolved cited work.

In-the-Flow Agentic System Optimization for Effective Planning and Tool Use Unresolved cited work

Reference 68

Resolution: unresolved; no resolver link, observed 2026-08-04T11:20:57.677778Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7c329b5b-892d-47b1-aa3e-463c46938009 · outbound

This paper cites an unresolved cited work.

In-the-Flow Agentic System Optimization for Effective Planning and Tool Use Unresolved cited work

Reference 69

Resolution: unresolved; no resolver link, observed 2026-08-04T11:20:57.744135Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation afbfd630-6b0f-4a8a-baa1-320a6d3a9d2e · outbound

This paper cites an unresolved cited work.

In-the-Flow Agentic System Optimization for Effective Planning and Tool Use Unresolved cited work

Reference 70

Resolution: unresolved; no resolver link, observed 2026-08-04T11:20:57.832887Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 674cdd69-d029-4d43-9872-d964fdd370db · outbound

This paper cites an unresolved cited work.

In-the-Flow Agentic System Optimization for Effective Planning and Tool Use Unresolved cited work

Reference 71

Resolution: unresolved; no resolver link, observed 2026-08-04T11:20:58.023726Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation deb4c150-e9e6-4cd2-83eb-80c3d1b049db · outbound

This paper cites an unresolved cited work.

In-the-Flow Agentic System Optimization for Effective Planning and Tool Use Unresolved cited work

Reference 72

Resolution: unresolved; no resolver link, observed 2026-08-04T11:20:58.155072Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 072cf36c-2948-402c-83ae-49b1f15ac5b0 · outbound

This paper cites Best Practice.

In-the-Flow Agentic System Optimization for Effective Planning and Tool Use Best Practice

Reference 73

Resolution: unresolved; no resolver link, observed 2026-08-04T11:20:58.323687Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ee16f9d3-6055-4fda-a025-e1ae92daf050 · outbound

This paper cites an unresolved cited work.

In-the-Flow Agentic System Optimization for Effective Planning and Tool Use Unresolved cited work

Reference 74

Resolution: unresolved; no resolver link, observed 2026-08-04T11:20:58.447096Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1b53c3dc-bce3-4d2b-875c-07e138f8d4df · outbound

This paper cites an unresolved cited work.

In-the-Flow Agentic System Optimization for Effective Planning and Tool Use Unresolved cited work

Reference 75

Resolution: unresolved; no resolver link, observed 2026-08-04T11:20:58.615234Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 21fb2633-7c59-474e-b94e-61fe9d61210f · outbound

This paper cites an unresolved cited work.

In-the-Flow Agentic System Optimization for Effective Planning and Tool Use Unresolved cited work

Reference 76

Resolution: unresolved; no resolver link, observed 2026-08-04T11:20:58.718099Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0b6bb50b-f474-4b57-86fd-e24b4984b408 · outbound

This paper cites an unresolved cited work.

In-the-Flow Agentic System Optimization for Effective Planning and Tool Use Unresolved cited work

Reference 77

Resolution: unresolved; no resolver link, observed 2026-08-04T11:20:58.806106Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6a823f5b-8193-4a90-8e38-e3c799e791f3 · outbound

This paper cites an unresolved cited work.

In-the-Flow Agentic System Optimization for Effective Planning and Tool Use Unresolved cited work

Reference 78

Resolution: unresolved; no resolver link, observed 2026-08-04T11:20:58.900565Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5c8f96a2-ca70-4db8-9a79-f5ed5b4be087 · outbound

This paper cites an unresolved cited work.

In-the-Flow Agentic System Optimization for Effective Planning and Tool Use Unresolved cited work

Reference 79

Resolution: unresolved; no resolver link, observed 2026-08-04T11:20:58.965925Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6a46448a-ea18-475f-8e1f-fa12a4ba95a2 · outbound

This paper cites analyze-then-judge.

In-the-Flow Agentic System Optimization for Effective Planning and Tool Use analyze-then-judge

Reference 80

Resolution: unresolved; no resolver link, observed 2026-08-04T11:20:59.062281Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bfbcdb29-03f3-493f-8ceb-b49eb07476e5 · outbound

This paper cites [1, 1, 1, 13] execution = (1 * (13 - 1 - 1)).

In-the-Flow Agentic System Optimization for Effective Planning and Tool Use [1, 1, 1, 13] execution = (1 * (13 - 1 - 1))

Reference 81

Resolution: unresolved; no resolver link, observed 2026-08-04T11:20:59.267525Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 892ce47d-c3f6-4369-a6c2-462e93dfa8a1 · outbound

This paper cites PE-MA: Parameter-Efficient Co-Evolution of Multi-Agent Systems.

In-the-Flow Agentic System Optimization for Effective Planning and Tool Use PE-MA: Parameter-Efficient Co-Evolution of Multi-Agent Systems

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-04T11:20:50.996233Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 6b61249f-bab0-4629-8cb4-b972ae8a9d8c · inbound

Latent Collaboration in Multi-Agent Systems cites this paper.

Latent Collaboration in Multi-Agent Systems In-the-Flow Agentic System Optimization for Effective Planning and Tool Use

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-03T20:17:49.741887Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6268f520-9f18-4eab-9b14-260533d62dd1 · inbound

Latent Collaboration in Multi-Agent Systems cites this paper.

Latent Collaboration in Multi-Agent Systems In-the-Flow Agentic System Optimization for Effective Planning and Tool Use

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-04T06:52:32.793850Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2cc0b35c-4926-440f-ba2b-9d6fd102ad52 · inbound

AnomaMind: Agentic Time Series Anomaly Detection with Tool-Augmented Reasoning cites this paper.

AnomaMind: Agentic Time Series Anomaly Detection with Tool-Augmented Reasoning In-the-Flow Agentic System Optimization for Effective Planning and Tool Use

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-02T23:29:47.756190Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 392707b6-cab7-4624-805e-24fb82f1f02a · inbound

The Vision Wormhole: Latent-Space Communication in Heterogeneous Multi-Agent Systems cites this paper.

The Vision Wormhole: Latent-Space Communication in Heterogeneous Multi-Agent Systems In-the-Flow Agentic System Optimization for Effective Planning and Tool Use

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-02T22:58:08.546560Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 189cdee7-aefd-471a-99e0-9ce5d3f407de · inbound

Multi-Modal Multi-Agent Reinforcement Learning for Radiology Report Generation cites this paper.

Multi-Modal Multi-Agent Reinforcement Learning for Radiology Report Generation In-the-Flow Agentic System Optimization for Effective Planning and Tool Use

Reference 63

Resolution: metadata mismatch; arxiv_id, observed 2026-07-23T02:23:22.856980Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 7a1ff04e-0052-48f0-b50d-24cc2268413e · inbound

Tools as Continuous Flow for Evolving Agentic Reasoning cites this paper.

Tools as Continuous Flow for Evolving Agentic Reasoning In-the-Flow Agentic System Optimization for Effective Planning and Tool Use

Reference 28

Resolution: metadata mismatch; arxiv_id, observed 2026-07-23T02:23:22.856980Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 66c0aecc-d26a-404a-ae6d-38a615d52212 · inbound

The Moltbook Files: A Harmless Slopocalypse or Humanity's Last Experiment cites this paper.

The Moltbook Files: A Harmless Slopocalypse or Humanity's Last Experiment In-the-Flow Agentic System Optimization for Effective Planning and Tool Use

Reference 45

Resolution: verified exact; arxiv_id, observed 2026-07-23T02:23:22.856980Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 4a725503-17c7-4872-89fb-105d9d5b4f5e · inbound

AgentForesight: Online Auditing for Early Failure Prediction in Multi-Agent Systems cites this paper.

AgentForesight: Online Auditing for Early Failure Prediction in Multi-Agent Systems In-the-Flow Agentic System Optimization for Effective Planning and Tool Use

Reference 27

Resolution: metadata mismatch; arxiv_id, observed 2026-07-23T02:23:22.856980Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 6d08aae5-2feb-4d1c-8dae-9f9eea919e1a · inbound

AgentForesight: Online Auditing for Early Failure Prediction in Multi-Agent Systems cites this paper.

AgentForesight: Online Auditing for Early Failure Prediction in Multi-Agent Systems In-the-Flow Agentic System Optimization for Effective Planning and Tool Use

Reference 27

Resolution: metadata mismatch; arxiv_id, observed 2026-07-23T02:23:22.856980Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 35348461-5328-424e-a491-ee2bc5e1eb0a · inbound

GRAFT: Graph-Tokenized LLMs for Tool Planning cites this paper.

GRAFT: Graph-Tokenized LLMs for Tool Planning In-the-Flow Agentic System Optimization for Effective Planning and Tool Use

Reference 21

Resolution: metadata mismatch; arxiv_id, observed 2026-07-23T02:23:22.856980Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 5659c2d3-5ab6-40f7-9857-a03a302232f1 · inbound

NEWTON: Agentic Planning for Physically Grounded Video Generation cites this paper.

NEWTON: Agentic Planning for Physically Grounded Video Generation In-the-Flow Agentic System Optimization for Effective Planning and Tool Use

Reference 19

Resolution: metadata mismatch; arxiv_id, observed 2026-07-23T02:23:22.856980Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 3951bd7c-60d1-4f5e-ad3c-ded8f2dee57e · inbound

Improving Retrieval-Augmented Generation without Taxonomy-based Error Categorization cites this paper.

Improving Retrieval-Augmented Generation without Taxonomy-based Error Categorization In-the-Flow Agentic System Optimization for Effective Planning and Tool Use

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-07-23T02:23:22.856980Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation d7e2b811-8456-494a-a7ec-3daacc0b3ea4 · inbound

DAR: Deontic Reasoning with Agentic Harnesses cites this paper.

DAR: Deontic Reasoning with Agentic Harnesses In-the-Flow Agentic System Optimization for Effective Planning and Tool Use

Reference 30

Resolution: metadata mismatch; arxiv_id, observed 2026-07-23T02:23:22.856980Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation fd117a0d-ac29-449a-a90f-c42315f70865 · inbound

Beyond Absolute Imitation: Anchored Residual Guidance for Privileged On-Policy Distillation cites this paper.

Beyond Absolute Imitation: Anchored Residual Guidance for Privileged On-Policy Distillation In-the-Flow Agentic System Optimization for Effective Planning and Tool Use

Reference 18

Resolution: metadata mismatch; arxiv_id, observed 2026-07-23T02:23:22.856980Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation aba8d5bc-724b-4684-abb0-fa350b7a8bfb · inbound

FORT-Searcher: Synthesizing Shortcut-Resistant Search Tasks for Training Deep Search Agents cites this paper.

FORT-Searcher: Synthesizing Shortcut-Resistant Search Tasks for Training Deep Search Agents In-the-Flow Agentic System Optimization for Effective Planning and Tool Use

Reference 61

Resolution: metadata mismatch; arxiv_id, observed 2026-07-23T02:23:22.856980Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.