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Paper Citation Record · LEDGER

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

As of 17 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 2026-08-16T06:30:59.297886+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=sha256:07719960e66252f97e1430a6d8e1f1f8f37372c740c5299cc7779a2995845450

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:d38ecb4da98b7bec01c39a45953d3b2a01309328dd4772c9f42f065423686838

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=sha256:04d1b28d370311e45c51f288f550e8f5c3d5d2f760bb9cf23cca2ec470c756b1

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-07-12T20:25:22.219346Z digest=sha256:c9bfb90e16ee188172ddcbc7d595f747e6c1eeabe0e120aa4af9013b75ad6614

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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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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-07-12T20:25:22.219346Z digest=sha256:07af76fb97799e7237ced0e0c75624e4c2be25d24aaaaf66cf5121fb226b3505

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-reported events for the cited work

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source=pdf_text observed=2026-07-12T20:25:22.219346Z digest=sha256:f825dcf0f3119af1c08d6da0e46ca36be7c8a0b03b95a8ac6c468fcdd80a2d98

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=sha256:66107614b745f7e7d7508c9e74a6df08795e7949cac8d47095124ff18ab60a5d

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=sha256:7d03febb99bf591b6e346f188919ad873fe0dca1937eafa707f3de66e72f4537

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=sha256:406d41a9da2431f40996102665e270e1fe9561399ed4e4c7f9cf87f47acadd74

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=sha256:4e4c07b86fa098b49b6e1501bcbc3c193b9403dc4ae620df9ff5e981b989c1e6

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=sha256:49918a4734ba329edf3597d42b0354aee5280a765b900faa8dd6e47a98fc705c

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:bfa9810aed76b012155a2baf87e678801037b29ad0007ed9eaa74b511adc3cba

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=sha256:79db1dec453ab9d614aff5570c0d3585cc6266df942bd24f197d7f1bdeba43ab

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=sha256:9de9e1c4b642c129fb9694ece558fe8e421b73128aef3c1f9575856f7d6f0513

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=sha256:849dcc27d9e9e5d216ed137e02a86a6e46ff4ef9e9a40d1aa3e10009774314e4

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=sha256:4a6809afb41555d86e41d0465868cc615b38c5f99c027801e1b76295d6336677

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=sha256:2733e7556f62558c7708179755c012fc98de760a8e9ef310f4c210a9ad83ee44

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:e7bc8ba7d57856a20158f22d3f7b18c2d39a92bfa494911f417853ba090728ed

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=sha256:1b5f48a5149e12c3b6345f1c5df08a5a3a38d45fbddb0270f6c888a43126728c

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=sha256:7b290a1ce6fed9b48bb2081ee249ab2815447a2710093ef2424688f756e09a6c

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:b0c22a210dd1d1a8c0216b59a4aabea9cab7342452faf6a992b2d7925bb668e4

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:a21827b8c8e4ce2fdada7c02356351e2989b2739a69b5289b889617fc0cb3239

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:a6c0e3bde408038adfe037ba01d7b5999685f0d2b9b3f373b0c70220214c19be

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=sha256:6c4f0dc2e51ab1b8a51fc8c3de651eb5398875b144141057819c35f01ae3272e

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=sha256:86785dd3f6a27dc1665c5592bae084a80c3213f72cc96a48847e4969147c9da7

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:eeb42192f03a8ba85beb2d7159b440113f397aecb13aeee0fec752d6318d0a7b

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=sha256:632bdcde9c14553b930dfdad604992082be9eebc0d687f3775d61e337fea938d

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:eb4fdb5db3aa6dcdfe5fe7ecb93addb371ce5a5c5b25c303bd867670496f796c

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=sha256:577522858884823281f436b6f6d161036dcdffdcacb0939e0ce09d02d4ac44eb

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-07-12T20:25:22.219346Z digest=sha256:815be4b96b4bca247545a0cf256e24ed8bce8aebdd7ed62ca5b6de06283c1461

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-07-12T20:25:22.219346Z digest=sha256:28439b1b2ceb7d343bcb926cb535a0be80ac8affc5667e4397688545ded52522

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-07-12T20:25:22.219346Z digest=sha256:c318b4476d14e0f08d61857c60346491bfe0dbef7342cefba48899e9cf20fce8

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=sha256:55ca0ac667194e231678686f7b49f7bc0dc7a237666b6afa256829e29337c0db

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=sha256:5eae656977ab27c146bd2f4b6d759be87c335a17b7f3b3a866d7120a315ed732

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=sha256:622743ab73074dedf8deff231e253bc37f3bd72232d95fb8b5cd6536cf54e927

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:b9432ff9fb6bc4a49697b8b5ebb786e5441f1e57e0172cdc21c138d2598fe4fb

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=sha256:6111a9a71b0c54f3707d6e23125e69b48f92cae8e7eeaa6469cfb1554fd835f4

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:d826ceaa50a485351dcce1988614791000c06ddd5d7c38115a0ae9ed77cff72e

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=sha256:24043598352abb6cffaf649c04df2d202bb944f03b153add3f4c7d312cfe91c8

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=sha256:7f705d5fa3f429748216efd4d1b5a0b2116056f07dd917d278ad1013565665d0

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=sha256:1bec3d329a9b93d3ad0c5b87646bb0cd030b3123f2bd3d50730a14430c68e73d

Pith citing papers

No inbound Pith citation observations are available.