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Paper Citation Record · LEDGER

AppAgent-Claw: CLI Is All You Need for GUI Automation

As of 8 August 2026, this Paper Citation Record lists 41 of 41 outbound references and 0 inbound Pith citation observations for arXiv:2606.05171.

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

pith.paper-citation-record.v1
2606.05171 v1

Coverage vector

measured 41 of 41 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-12T20:25:22.219346Z

measured 41 of 41 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

41 of 41 outbound references displayed

  • verified exact5
  • verified fuzzy0
  • unresolved36
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a905500f-b22a-4fde-8b46-7f59eeed05ea · outbound

This paper cites Openclaw.https://github.com/openclaw/openclaw, 2026.

AppAgent-Claw: CLI Is All You Need for GUI Automation Openclaw.https://github.com/openclaw/openclaw, 2026

Reference 1

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source=pdf_text observed=2026-07-12T20:25:22.219346Z digest=sha256:ecb1fac3ad4f60649037ceb99c4695401df35c1d40d1de8c24998554e3f60f87

Observation 456e27ac-4179-4f3b-a441-1866d208c251 · outbound

This paper cites AppAgent: Multimodal agents as smartphone users.

AppAgent-Claw: CLI Is All You Need for GUI Automation AppAgent: Multimodal agents as smartphone users

Reference 2

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source=pdf_text observed=2026-07-12T20:25:22.219346Z digest=sha256:89da08221806c862cf2d641c7874c9ed945490ce60e04368494f8b76b6cac296

Observation b24eee39-be7a-4b4f-8214-de98aa082deb · outbound

This paper cites AppAgentX: Evolving GUI Agents as Proficient Smartphone Users.

AppAgent-Claw: CLI Is All You Need for GUI Automation AppAgentX: Evolving GUI Agents as Proficient Smartphone Users

Reference 3

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source=pdf_text observed=2026-07-12T20:25:22.219346Z digest=sha256:b57298eb229cdaf110d46c15c6ef54187153bf75b1da2f60c1aebd35fa8e2dd4

Observation 1832a5a0-0fd2-4afd-b5e7-3761f1c72861 · outbound

This paper cites Robotic process automation.Business & Information Systems Engineering, 60(4):269–272, 2018.

AppAgent-Claw: CLI Is All You Need for GUI Automation Robotic process automation.Business & Information Systems Engineering, 60(4):269–272, 2018

Reference 4

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verified exact
doi, observed 2026-07-12T20:29:10.745243Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-07-12T20:25:22.219346Z digest=sha256:d9a8f4777a40f90863b37427c5b5676ee019b7ec77a08336c1b3439522f4ac1d

Observation b7848fe3-5fa6-4751-b339-0b950440b2bd · outbound

This paper cites Leemans, Chun Ouyang, Arthur H.M.

AppAgent-Claw: CLI Is All You Need for GUI Automation Leemans, Chun Ouyang, Arthur H.M

Reference 5

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verified exact
doi, observed 2026-07-12T20:29:10.714510Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-07-12T20:25:22.219346Z digest=sha256:065b9cb443664d48d910a8f0400e6a3701e530dd1d29c16505a73f4bfd8a2260

Observation 7f509cd6-57f9-4f68-841f-31dd4177cf40 · outbound

This paper cites an unresolved cited work.

AppAgent-Claw: CLI Is All You Need for GUI Automation Unresolved cited work

Reference 6

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source=pdf_text observed=2026-07-12T20:25:22.219346Z digest=sha256:8e5e4917b1f82e96c77f14fc167409fd1e0c5742ce11e644b5e9c733ecd0dc9e

Observation fc09e571-b573-4123-a748-56a648cb93a7 · outbound

This paper cites an unresolved cited work.

AppAgent-Claw: CLI Is All You Need for GUI Automation Unresolved cited work

Reference 7

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source=pdf_text observed=2026-07-12T20:25:22.219346Z digest=sha256:a054c314b1c9ee2ba39843c24d466329ce3172700e0e0ecbc450549d92a00763

Observation 81d0a661-9d2c-43df-bcbc-ea802a84ca9b · outbound

This paper cites Mobile-Agent: Autonomous Multi-Modal Mobile Device Agent with Visual Perception.

AppAgent-Claw: CLI Is All You Need for GUI Automation Mobile-Agent: Autonomous Multi-Modal Mobile Device Agent with Visual Perception

Reference 8

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source=pdf_text observed=2026-07-12T20:25:22.219346Z digest=sha256:2f54e45d71a28456f65f61efe79ff30abce913cde22e83c5f297cf2cadc29590

Observation 67aad04c-7e9b-489a-8603-14c1a47c4f96 · outbound

This paper cites AutoDroid: LLM-powered Task Automation in Android.

AppAgent-Claw: CLI Is All You Need for GUI Automation AutoDroid: LLM-powered Task Automation in Android

Reference 9

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source=pdf_text observed=2026-07-12T20:25:22.219346Z digest=sha256:8661256b2d630b616a85c5a0386f93566d099ae5623d2f1398c300f25ed2b4be

Observation 7a081c29-04c0-4dfb-a170-c2e073e104b7 · outbound

This paper cites WebVoyager: Building an end-to-end web agent with large multimodal models.

AppAgent-Claw: CLI Is All You Need for GUI Automation WebVoyager: Building an end-to-end web agent with large multimodal models

Reference 10

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source=pdf_text observed=2026-07-12T20:25:22.219346Z digest=sha256:7e5e126a10067fdda0d176dfadc3c38e2585697098d812c964bbcd8d57015d65

Observation 457cf07b-fa25-4be1-98ed-8134820487e7 · outbound

This paper cites AutoWebGLM: A Large Language Model-based Web Navigating Agent.

AppAgent-Claw: CLI Is All You Need for GUI Automation AutoWebGLM: A Large Language Model-based Web Navigating Agent

Reference 11

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source=pdf_text observed=2026-07-12T20:25:22.219346Z digest=sha256:20d2a7549dde26aaaf385b2cab865ffafa92f28fbe1659f89b24ec53582a59db

Observation 9f43afb1-b107-4f19-ad0d-0550e7f2ee56 · outbound

This paper cites OpenWebVoyager: Building multimodal web agents via iterative real-world exploration, feedback and 11 optimization.

AppAgent-Claw: CLI Is All You Need for GUI Automation OpenWebVoyager: Building multimodal web agents via iterative real-world exploration, feedback and 11 optimization

Reference 12

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source=pdf_text observed=2026-07-12T20:25:22.219346Z digest=sha256:e083841141b3b74a32d2eef5fa97c4490ddbbdb621b9138245e47a58d106c78b

Observation 635ecdd1-fa87-4b7c-928c-8b9a5f1060ed · outbound

This paper cites AssistGUI: Task-oriented PC graphical user interface automation.

AppAgent-Claw: CLI Is All You Need for GUI Automation AssistGUI: Task-oriented PC graphical user interface automation

Reference 13

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source=pdf_text observed=2026-07-12T20:25:22.219346Z digest=sha256:8554944c5366e78c9bcce4b34dcd5a542f5d14ea696b0531069f307ddc81d144

Observation f456fe9e-2c4e-423c-b350-af6a32fd7dd5 · outbound

This paper cites UFO: A UI-focused agent for Windows OS interaction.

AppAgent-Claw: CLI Is All You Need for GUI Automation UFO: A UI-focused agent for Windows OS interaction

Reference 14

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source=pdf_text observed=2026-07-12T20:25:22.219346Z digest=sha256:c08c54bbabc4abde7b52a86034cd77a1a0800feede513f50b1421d451df2778a

Observation 91a20745-1cd0-4e0a-8731-6dd01c8a72d9 · outbound

This paper cites URLhttps://aclanthology.org/2025.naacl-long.26/.

AppAgent-Claw: CLI Is All You Need for GUI Automation URLhttps://aclanthology.org/2025.naacl-long.26/

Reference 15

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source=pdf_text observed=2026-07-12T20:25:22.219346Z digest=sha256:0df510f1ca57ade6534d2f1dfdd0bba4386f970ea52fd93df57a241f6b6fe4b4

Observation d0a0ac12-dac4-45bb-a65b-008dfa8322ed · outbound

This paper cites OS-Copilot: Towards Generalist Computer Agents with Self-Improvement.

AppAgent-Claw: CLI Is All You Need for GUI Automation OS-Copilot: Towards Generalist Computer Agents with Self-Improvement

Reference 16

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source=pdf_text observed=2026-07-12T20:25:22.219346Z digest=sha256:23795f6dbfdcfecbc56ff29cd34454098ebc53e141e44024531745289ac02ccd

Observation 163d32d7-10a1-4b5c-a895-ee8aa24ea63a · outbound

This paper cites Screenagent: A vision language model-driven computer control agent.

AppAgent-Claw: CLI Is All You Need for GUI Automation Screenagent: A vision language model-driven computer control agent

Reference 17

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source=pdf_text observed=2026-07-12T20:25:22.219346Z digest=sha256:38103c83ac30016c186aec6b24630ddfcbb2f1f71df7a923627f3822cef74e4a

Observation 7a40f249-4520-4596-8054-1c136f42183c · outbound

This paper cites Agent S: An Open Agentic Framework that Uses Computers Like a Human.

AppAgent-Claw: CLI Is All You Need for GUI Automation Agent S: An Open Agentic Framework that Uses Computers Like a Human

Reference 18

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source=pdf_text observed=2026-07-12T20:25:22.219346Z digest=sha256:79e3b00a4ec76123a07b5084f8171034796f33113f881bac111e325c45b67a14

Observation 27c66580-2f3a-477f-bded-97c16503225c · outbound

This paper cites an unresolved cited work.

AppAgent-Claw: CLI Is All You Need for GUI Automation Unresolved cited work

Reference 19

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source=pdf_text observed=2026-07-12T20:25:22.219346Z digest=sha256:2bc02f6916dc5d46605900b70b6c8cdc220c2a79bc44091a851a946871369c5a

Observation 51959d72-ec28-4bd4-8a81-6e020b4527e9 · outbound

This paper cites Agent S2: A compositional generalist-specialist framework for computer use agents.

AppAgent-Claw: CLI Is All You Need for GUI Automation Agent S2: A compositional generalist-specialist framework for computer use agents

Reference 20

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source=pdf_text observed=2026-07-12T20:25:22.219346Z digest=sha256:a21246383da48cd18116d52059a9c4c9eba8c977e9ce9f9dcba508c7ee83373a

Observation 44306007-7e86-4353-84d3-28bd8853830c · outbound

This paper cites Cradle: Empowering Foundation Agents Towards General Computer Control.

AppAgent-Claw: CLI Is All You Need for GUI Automation Cradle: Empowering Foundation Agents Towards General Computer Control

Reference 21

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source=pdf_text observed=2026-07-12T20:25:22.219346Z digest=sha256:93934ebbedaa85e7b3d3738a7b468f0c4a62e94721aeed9fa302f1fd723717d1

Observation c5e85ef0-cab9-4489-97d6-dc3225e0958d · outbound

This paper cites The unreasonable effectiveness of scaling agents for computer use, 2025.

AppAgent-Claw: CLI Is All You Need for GUI Automation The unreasonable effectiveness of scaling agents for computer use, 2025

Reference 22

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source=pdf_text observed=2026-07-12T20:25:22.219346Z digest=sha256:db05d7fc549a27a1f675d7c7430735b1f6b57f16a1bed67393f6f80d94287991

Observation 2f23578a-fdae-424e-9327-67c7bc8d5344 · outbound

This paper cites SeeClick: Harnessing GUI grounding for advanced visual GUI agents.

AppAgent-Claw: CLI Is All You Need for GUI Automation SeeClick: Harnessing GUI grounding for advanced visual GUI agents

Reference 23

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source=pdf_text observed=2026-07-12T20:25:22.219346Z digest=sha256:54c33630f1ab431ae773fee1b4b3fc851eacc0312c46478c1dce6fabea3718a9

Observation c3b052f4-5190-4296-ab9b-ea1667211e50 · outbound

This paper cites CogAgent: A visual language model for GUI agents.

AppAgent-Claw: CLI Is All You Need for GUI Automation CogAgent: A visual language model for GUI agents

Reference 24

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source=pdf_text observed=2026-07-12T20:25:22.219346Z digest=sha256:79a628e0153cffcea486c9e0cf260cabcaec4d02c2aa1210f9bf726bf3a2a713

Observation 57fb065d-ed38-47ee-a1b2-ad3428e3f2b0 · outbound

This paper cites Rico: A mobile app dataset for building data-driven design applications.

AppAgent-Claw: CLI Is All You Need for GUI Automation Rico: A mobile app dataset for building data-driven design applications

Reference 25

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source=pdf_text observed=2026-07-12T20:25:22.219346Z digest=sha256:6f5a2c547dcdb9efa0382326cbb3c6af10f0d65dc7bfd921f1702de3ee8c0699

Observation 3bb1fc09-6c4b-496e-9bd0-c169faf42f14 · outbound

This paper cites Mapping natural language instructions to mobile UI action sequences.

AppAgent-Claw: CLI Is All You Need for GUI Automation Mapping natural language instructions to mobile UI action sequences

Reference 26

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source=pdf_text observed=2026-07-12T20:25:22.219346Z digest=sha256:9993d36fae73b7a669a00a40b138a5e97072fd14e6f1adf96e8888977d07f426

Observation c881339c-9ec0-4a4e-abad-c5ee73af86b1 · outbound

This paper cites Humphreys, David Raposo, Tobias Pohlen, Gregory Thornton, Rachita Chhaparia, Alistair Muldal, Josh Abramson, Petko Georgiev, Adam Santoro, and Timothy Lillicrap.

AppAgent-Claw: CLI Is All You Need for GUI Automation Humphreys, David Raposo, Tobias Pohlen, Gregory Thornton, Rachita Chhaparia, Alistair Muldal, Josh Abramson, Petko Georgiev, Adam Santoro, and Timothy Lillicrap

Reference 27

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source=pdf_text observed=2026-07-12T20:25:22.219346Z digest=sha256:5043c051683d9e915c2d59415b3d26dca1be1e7bb63f9cfa67be2b32109ef3c5

Observation 22d515e9-0a29-43c1-918f-7eddbae8ed3c · outbound

This paper cites A zero-shot language agent for computer control with structured reflection.

AppAgent-Claw: CLI Is All You Need for GUI Automation A zero-shot language agent for computer control with structured reflection

Reference 28

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source=pdf_text observed=2026-07-12T20:25:22.219346Z digest=sha256:ca979c45b7fc308b0912cb2fc66af8b93c5871f125125e810af2811c113950d9

Observation 1bdf1a25-77d6-4063-bd85-0d887d8b111e · outbound

This paper cites Witten, and Kenneth A.

AppAgent-Claw: CLI Is All You Need for GUI Automation Witten, and Kenneth A

Reference 29

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source=pdf_text observed=2026-07-12T20:25:22.219346Z digest=sha256:becfe9b1a188c1fe7ab53d45c5188fb29a2c7dc630728979094e053a08b7528c

Observation 58950721-30c1-47ca-ac3b-d6961eb485a8 · outbound

This paper cites an unresolved cited work.

AppAgent-Claw: CLI Is All You Need for GUI Automation Unresolved cited work

Reference 30

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verified exact
arxiv_id, observed 2026-07-12T20:29:10.777359Z

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No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-07-12T20:25:22.219346Z digest=sha256:393201369a581f4f448459a4ed79d5b151045907394c5a3cb1b23d657f9a852b

Observation 7731258b-a09d-4ede-85cf-c004ed33b7de · outbound

This paper cites EAGER: Programming repetitive tasks by example.

AppAgent-Claw: CLI Is All You Need for GUI Automation EAGER: Programming repetitive tasks by example

Reference 31

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arxiv_id, observed 2026-07-12T20:29:10.829064Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-07-12T20:25:22.219346Z digest=sha256:6894e9fc6cdd7461d0d84a7363560374564890d708a142e834792231c046ea40

Observation d79419b9-0fd9-49d1-b490-8850b70250ee · outbound

This paper cites an unresolved cited work.

AppAgent-Claw: CLI Is All You Need for GUI Automation Unresolved cited work

Reference 32

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arxiv_id, observed 2026-07-12T20:29:10.818090Z

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No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-07-12T20:25:22.219346Z digest=sha256:c4a936ae6d36c4911d5054a454a5add495d7db66885b51542bf9ac4f216cda47

Observation 0e101fa0-1f53-4361-b002-3aafdb28d325 · outbound

This paper cites MIT Press, 1993.

AppAgent-Claw: CLI Is All You Need for GUI Automation MIT Press, 1993

Reference 33

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source=pdf_text observed=2026-07-12T20:25:22.219346Z digest=sha256:52cccce9683b008c8aad4a99197b85a7e064c5ec8c5d7b3c75c3cf9b190ffc9f

Observation bf1941f6-8ef1-4f8a-9dfe-ee75d6247551 · outbound

This paper cites Morgan Kaufmann, 2001.

AppAgent-Claw: CLI Is All You Need for GUI Automation Morgan Kaufmann, 2001

Reference 34

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source=pdf_text observed=2026-07-12T20:25:22.219346Z digest=sha256:a015d62f2dd3398796c32a0c5e2f89132c5a3496ef27d62127fa717ab6f41169

Observation 1ac99e2f-18ee-45e2-9387-8fa2c839cdc8 · outbound

This paper cites an unresolved cited work.

AppAgent-Claw: CLI Is All You Need for GUI Automation Unresolved cited work

Reference 35

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source=pdf_text observed=2026-07-12T20:25:22.219346Z digest=sha256:e71315273a771610604a4ef01e6348b33087f430eb812218ff9fc31baf0ab1c8

Observation 56691e07-c5ec-42d1-897a-39acf59a9eef · outbound

This paper cites Amant, Henry Lieberman, Richard Potter, and Luke S.

AppAgent-Claw: CLI Is All You Need for GUI Automation Amant, Henry Lieberman, Richard Potter, and Luke S

Reference 36

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source=pdf_text observed=2026-07-12T20:25:22.219346Z digest=sha256:ca17c4dbe515f902c1379b640ab49776424103e4b378446cc6a8fad60016ede7

Observation 98e99f13-b0dc-4ef7-87bf-4b6050d20137 · outbound

This paper cites Imitation learning: A survey of learning methods.ACM Computing Surveys (CSUR), 50(2):1–35, 2017.

AppAgent-Claw: CLI Is All You Need for GUI Automation Imitation learning: A survey of learning methods.ACM Computing Surveys (CSUR), 50(2):1–35, 2017

Reference 37

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source=pdf_text observed=2026-07-12T20:25:22.219346Z digest=sha256:49fb7224216505e7f5916cc3977a17945e92d344230772fed979e80e3236b8fc

Observation 961f532e-f54b-4f61-a771-cd976f9e1459 · outbound

This paper cites URLhttps://developer.apple.com/library/archive/ documentation/Accessibility/Conceptual/AccessibilityMacOSX/.

AppAgent-Claw: CLI Is All You Need for GUI Automation URLhttps://developer.apple.com/library/archive/ documentation/Accessibility/Conceptual/AccessibilityMacOSX/

Reference 38

Resolution
unresolved
no resolver link, observed 2026-07-12T20:25:22.219346Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T20:25:22.219346Z digest=sha256:25e25de3c425959a13767f792e2b644efc97b9e56c7f691ed3ba34afedd7c253

Observation 52aa1aa6-a5e4-4d18-ac64-1c3e8c343384 · outbound

This paper cites URLhttps://developer.apple.com/documentation/ applicationservices/axvalue.

AppAgent-Claw: CLI Is All You Need for GUI Automation URLhttps://developer.apple.com/documentation/ applicationservices/axvalue

Reference 39

Resolution
unresolved
no resolver link, observed 2026-07-12T20:25:22.219346Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T20:25:22.219346Z digest=sha256:865d3180fa2caf92739eaf85522a10063dfa7563a14bc9649cf2a16284c6d8d1

Observation e0ac2b6b-0e0d-4879-bf5e-3bdfc0db52e5 · outbound

This paper cites The OpenCV library.Dr.

AppAgent-Claw: CLI Is All You Need for GUI Automation The OpenCV library.Dr

Reference 40

Resolution
unresolved
no resolver link, observed 2026-07-12T20:25:22.219346Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T20:25:22.219346Z digest=sha256:777cc8c79edeceda93c6255567f39079ac874ac95369a68105467c879672dca7

Observation 2120d81e-452a-4974-b45b-42d779abec3d · outbound

This paper cites John Wiley & Sons, 2009.

AppAgent-Claw: CLI Is All You Need for GUI Automation John Wiley & Sons, 2009

Reference 41

Resolution
unresolved
no resolver link, observed 2026-07-12T20:25:22.219346Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T20:25:22.219346Z digest=sha256:e270aa8566a71907c5c10477e9fde44b9f7e48312af97fd850f1e1f5e92c2c90

Pith citing papers

No inbound Pith citation observations are available.