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Paper Citation Record · LEDGER

Bian Que: An Agentic Framework with Flexible Skill Arrangement for Online System Operations

As of 5 August 2026, this Paper Citation Record lists 48 of 48 outbound references and 1 inbound Pith citation observation for arXiv:2604.26805.

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

pith.paper-citation-record.v1
2604.26805 v2

Coverage vector

measured 48 of 48 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-12T01:50:45.507172Z

measured 49 of 49 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-05T06:32:48.257954+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-10T13:47:37.248017Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-10T13:57:07.072628Z

Reference resolution

48 of 48 outbound references displayed

  • verified exact20
  • verified fuzzy25
  • unresolved0
  • parse uncertain1
  • malformed identifier0
  • metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 4112ce15-1074-4d93-86f9-0abba48a5622 · outbound

This paper cites Openclaw.

Bian Que: An Agentic Framework with Flexible Skill Arrangement for Online System Operations Openclaw

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-05-13T16:37:59.813390Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-12T01:50:45.507172Z digest=sha256:c6c5199feea8547b0f2e849ba2b8e5f58c24ecb0881b5d4c0795c5e0a871c018

Observation 732ffa0c-d015-400f-9105-8952335273ab · outbound

This paper cites Claude code overview.

Bian Que: An Agentic Framework with Flexible Skill Arrangement for Online System Operations Claude code overview

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-05-13T16:37:59.816537Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-12T01:50:45.507172Z digest=sha256:3aa74ade13a7d8777ee880c26883b2a603b5437c58275bd2b9cdef2424c09b8c

Observation 90d55172-aa00-42a3-8aed-a4d7c5b55b28 · outbound

This paper cites Harness engineering: leveraging codex in an agent-first world.

Bian Que: An Agentic Framework with Flexible Skill Arrangement for Online System Operations Harness engineering: leveraging codex in an agent-first world

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-05-13T16:37:59.801515Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-12T01:50:45.507172Z digest=sha256:c087d61c6715b1e495bb4c2194152e0284076b4646ea2e597784c945851c2823

Observation 94ce2117-a5e3-42a0-b312-dc0a7f7bbde0 · outbound

This paper cites Published: 2026-02-.

Bian Que: An Agentic Framework with Flexible Skill Arrangement for Online System Operations Published: 2026-02-

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-05-13T16:37:59.795434Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-12T01:50:45.507172Z digest=sha256:677cea1c9792328fab9b7718601af67f72e0570cb35d41b68055a8ea856b66d1

Observation 5ec24490-b82d-4fa2-b6e0-771e34c1b700 · outbound

This paper cites an unresolved cited work.

Bian Que: An Agentic Framework with Flexible Skill Arrangement for Online System Operations Unresolved cited work

Reference 5

Resolution
parse uncertain
raw_fallback, observed 2026-05-13T16:37:59.792932Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-12T01:50:45.507172Z digest=sha256:8b18ffb48dc6d201e16b9ef24202304af5dcdef71397ac96dce5c322a7234f83

Observation 41badc81-1094-4751-93d7-a447e499a32c · outbound

This paper cites Rcagent: Cloud root cause analysis by autonomous agents with tool-augmented large language models.

Bian Que: An Agentic Framework with Flexible Skill Arrangement for Online System Operations Rcagent: Cloud root cause analysis by autonomous agents with tool-augmented large language models

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-05-13T16:37:59.799003Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-12T01:50:45.507172Z digest=sha256:2c9fa32e03d115afeeb07301409aca7a86776343e05d6c4890a20d4049a28da9

Observation d5c9bcb9-7196-45d2-9633-97875303928e · outbound

This paper cites A Survey of AIOps for Failure Management in the Era of Large Language Models.

Bian Que: An Agentic Framework with Flexible Skill Arrangement for Online System Operations A Survey of AIOps for Failure Management in the Era of Large Language Models

Reference 7

Resolution
verified exact
arxiv_id, observed 2026-05-12T01:51:14.442356Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-12T01:50:45.507172Z digest=sha256:0d728492f8fb90c51f69098c63177318453a08b4c1fdf81f0657dc27458e107c

Observation 5c64200d-f7b8-45ba-8959-6df7a180ea55 · outbound

This paper cites arXiv preprint arXiv:2509.03236 , year=.

Bian Que: An Agentic Framework with Flexible Skill Arrangement for Online System Operations arXiv preprint arXiv:2509.03236 , year=

Reference 8

Resolution
verified exact
arxiv_id, observed 2026-05-12T01:51:14.436475Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-12T01:50:45.507172Z digest=sha256:221003ba48339323ab22d0593a6185b8cc70db458a4fb2130487285f3306fa29

Observation 6e4e01a1-e852-4300-9c16-e6df6dd57a63 · outbound

This paper cites OneSearch-V2: The Latent Reasoning Enhanced Self-distillation Generative Search Framework.

Bian Que: An Agentic Framework with Flexible Skill Arrangement for Online System Operations OneSearch-V2: The Latent Reasoning Enhanced Self-distillation Generative Search Framework

Reference 9

Resolution
verified exact
arxiv_id, observed 2026-05-15T01:43:12.126898Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-12T01:50:45.507172Z digest=sha256:b6ccba416caff5755ab899964761c080b43089776db59bf27d40d47b13ac5db9

Observation b63cc98a-3f31-462e-b5ed-ee2eaa9e71a7 · outbound

This paper cites Uniecs: Unified multimodal e-commerce search framework with gated cross-modal fusion.

Bian Que: An Agentic Framework with Flexible Skill Arrangement for Online System Operations Uniecs: Unified multimodal e-commerce search framework with gated cross-modal fusion

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-05-13T16:37:59.804090Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-12T01:50:45.507172Z digest=sha256:8334a17b89f1dcae04a9f8ea1ae3a9e36aa92f12d14985147763bf84aad1c903

Observation 8085beac-eedd-4d30-a2f1-2225ab382ddd · outbound

This paper cites CSMCIR: CoT-Enhanced Symmetric Alignment with Memory Bank for Composed Image Retrieval.

Bian Que: An Agentic Framework with Flexible Skill Arrangement for Online System Operations CSMCIR: CoT-Enhanced Symmetric Alignment with Memory Bank for Composed Image Retrieval

Reference 11

Resolution
verified exact
local_arxiv, observed 2026-05-12T01:51:14.405301Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-12T01:50:45.507172Z digest=sha256:374409d870843f621b334990a029500a6693c3f97609af6a99c3a497c0c5a5f9

Observation e54acc67-383a-4413-922e-181167ee38a0 · outbound

This paper cites OneRec: Unifying Retrieve and Rank with Generative Recommender and Iterative Preference Alignment.

Bian Que: An Agentic Framework with Flexible Skill Arrangement for Online System Operations OneRec: Unifying Retrieve and Rank with Generative Recommender and Iterative Preference Alignment

Reference 12

Resolution
verified exact
arxiv_id, observed 2026-05-12T18:30:36.120082Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-12T01:50:45.507172Z digest=sha256:797e70b9fbb27d07dfeccb9f3a7bc73bb3bc25267285eb1e3b3a008c1b41143a

Observation 96b15fc2-4c9e-41e1-986e-aaceaafdb68a · outbound

This paper cites A survey of aiops methods for failure management.ACM Transactions on Intelligent Systems and Technology (TIST), 12(6):1–45.

Bian Que: An Agentic Framework with Flexible Skill Arrangement for Online System Operations A survey of aiops methods for failure management.ACM Transactions on Intelligent Systems and Technology (TIST), 12(6):1–45

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-05-13T16:37:59.790356Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-12T01:50:45.507172Z digest=sha256:567128705ca4a93cfcd36ad02ce5fe7a3110f09fc5785081141dda49ce94910d

Observation 191adb9f-57bf-4786-932a-4e90f72343d7 · outbound

This paper cites doi:10.48550/arXiv.2506.02009 , abstract =.

Bian Que: An Agentic Framework with Flexible Skill Arrangement for Online System Operations doi:10.48550/arXiv.2506.02009 , abstract =

Reference 14

Resolution
metadata mismatch
arxiv_id, observed 2026-05-12T01:51:14.433168Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-12T01:50:45.507172Z digest=sha256:624f50d5799562f9e58c1e81062aa283ce8b5f937cc48ea016e62f2496e099ff

Observation 2222b7ea-2e9e-4917-a92e-f845ec3735a2 · outbound

This paper cites Stalled, biased, and confused: Uncovering reasoning failures in llms for cloud-based root cause analysis.

Bian Que: An Agentic Framework with Flexible Skill Arrangement for Online System Operations Stalled, biased, and confused: Uncovering reasoning failures in llms for cloud-based root cause analysis

Reference 15

Resolution
verified exact
arxiv_id, observed 2026-05-12T01:51:14.430051Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-12T01:50:45.507172Z digest=sha256:40b629ad613f876b5a6ad349f4028532b9ee7ef614d82c9ed1a319cb4b998bf3

Observation 46954a5f-d249-4b91-a65e-b0da516d901f · outbound

This paper cites Empowering AIOps: Leveraging Large Language Models for IT Operations Management.

Bian Que: An Agentic Framework with Flexible Skill Arrangement for Online System Operations Empowering AIOps: Leveraging Large Language Models for IT Operations Management

Reference 16

Resolution
verified exact
arxiv_id, observed 2026-05-12T01:51:14.448207Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-12T01:50:45.507172Z digest=sha256:6ecf862148857b16220775fcde9ee0d24e29c0fd3e799d6e891eb4409fc49786

Observation 42fb662b-6b67-42f4-83e8-72dfb199e2f5 · outbound

This paper cites Anomaly Detection in Univariate Time-series: A Survey on the State-of-the-Art.

Bian Que: An Agentic Framework with Flexible Skill Arrangement for Online System Operations Anomaly Detection in Univariate Time-series: A Survey on the State-of-the-Art

Reference 17

Resolution
verified exact
arxiv_id, observed 2026-05-12T01:51:14.414572Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-12T01:50:45.507172Z digest=sha256:e0240768d9e803eb6579b376bc7643f57dc0926445d1f551d750301c455a3e76

Observation 11223c54-e7bc-4bff-9c8f-66acf00652d2 · outbound

This paper cites Drain: An online log parsing approach with fixed depth tree.

Bian Que: An Agentic Framework with Flexible Skill Arrangement for Online System Operations Drain: An online log parsing approach with fixed depth tree

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-05-13T16:37:59.787000Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-12T01:50:45.507172Z digest=sha256:ca9dc1e96cd68b379af874c2f809d31ccca2a732e5a320815ebd2fced155e10f

Observation d6a333c8-595f-481b-80a1-f307857d9e79 · outbound

This paper cites Predicting node failure in cloud service systems.

Bian Que: An Agentic Framework with Flexible Skill Arrangement for Online System Operations Predicting node failure in cloud service systems

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-05-13T16:37:59.806946Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-12T01:50:45.507172Z digest=sha256:5defdcc34e588e1a79267d530950f39856fd236d5a3a701547b5c6c96a4a2971

Observation 7aea7001-f737-4833-9880-af6a8d947e8f · outbound

This paper cites Anomaly detection and failure root cause analysis in (micro) service-based cloud applications: A survey.ACM Computing Surveys (CSUR), 55(3):1–39.

Bian Que: An Agentic Framework with Flexible Skill Arrangement for Online System Operations Anomaly detection and failure root cause analysis in (micro) service-based cloud applications: A survey.ACM Computing Surveys (CSUR), 55(3):1–39

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-05-13T16:37:59.778976Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-12T01:50:45.507172Z digest=sha256:b9571e38ac693456d8fd1b193168d660b0fa6a91dabd85475181204595622a2e

Observation c228e492-9d9a-4e93-8f5c-f625e2c73cdc · outbound

This paper cites LLM-based event log analysis techniques: A survey.

Bian Que: An Agentic Framework with Flexible Skill Arrangement for Online System Operations LLM-based event log analysis techniques: A survey

Reference 21

Resolution
verified exact
arxiv_id, observed 2026-05-12T01:51:14.417373Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-12T01:50:45.507172Z digest=sha256:8d3ffffa0d8abdfcc7e6379dfb53466a9e593909a9f8cd43c031b0afe430f4bd

Observation 8e02e62e-8ea9-4c6b-af00-2cdbb5c56421 · outbound

This paper cites Retrieval Augmented Generation-Based Incident Resolution Recommendation System for IT Support.

Bian Que: An Agentic Framework with Flexible Skill Arrangement for Online System Operations Retrieval Augmented Generation-Based Incident Resolution Recommendation System for IT Support

Reference 22

Resolution
verified exact
arxiv_id, observed 2026-05-12T01:51:14.402335Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-12T01:50:45.507172Z digest=sha256:39ee6ecbca86df7e003a7d456a348e83bf887dbfadf76910d1b20d68ddb35fb8

Observation a2ad6d88-8c17-4a0f-8ed0-e26bf37ef747 · outbound

This paper cites Exploring llm-based agents for root cause analysis.

Bian Que: An Agentic Framework with Flexible Skill Arrangement for Online System Operations Exploring llm-based agents for root cause analysis

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-05-13T16:37:59.771787Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-12T01:50:45.507172Z digest=sha256:12a19677ff45c48535c07a84ae70e1ae0bca64a628dba7485a7ec71195853da7

Observation 11cf1ac1-c900-404d-bb8f-17c31ba476f1 · outbound

This paper cites Raglog: Log anomaly detection using retrieval augmented generation.

Bian Que: An Agentic Framework with Flexible Skill Arrangement for Online System Operations Raglog: Log anomaly detection using retrieval augmented generation

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-05-13T16:37:59.775112Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-12T01:50:45.507172Z digest=sha256:3198b52d422134082b000a2eafac7fb37a4b32c8dcc67a756bd96fc3d4d66129

Observation 88015a82-6069-4b2e-bf59-aea21634c8f8 · outbound

This paper cites A survey of aiops in the era of large language models.ACM Computing Surveys, 58(2):1–35.

Bian Que: An Agentic Framework with Flexible Skill Arrangement for Online System Operations A survey of aiops in the era of large language models.ACM Computing Surveys, 58(2):1–35

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-05-13T16:37:59.757035Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-12T01:50:45.507172Z digest=sha256:f0267a1425cf74f2de78878564b3760d6c5cbec656e3d74ded18853a2fd62673

Observation 46f84220-e1c9-4994-a068-34b6f8ff7758 · outbound

This paper cites React: Synergizing reasoning and acting in language models.

Bian Que: An Agentic Framework with Flexible Skill Arrangement for Online System Operations React: Synergizing reasoning and acting in language models

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-05-13T16:37:59.760514Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-12T01:50:45.507172Z digest=sha256:c05ed1aa53f17a185c6bdd9178e37c1d65b380082383a904ca58ceec8ba6a746

Observation a9ca8435-e088-4e7c-ac38-b963acc9e7e0 · outbound

This paper cites Toolformer: Language models can teach themselves to use tools.Advances in neural information processing systems, 36: 68539–68551.

Bian Que: An Agentic Framework with Flexible Skill Arrangement for Online System Operations Toolformer: Language models can teach themselves to use tools.Advances in neural information processing systems, 36: 68539–68551

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-05-13T16:37:59.764334Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-12T01:50:45.507172Z digest=sha256:6d8f346ceff05eac60991e45825c0c83233ae6b18cba54e2078800847e5ab9d3

Observation a7c8fd32-7414-4af1-871b-786280bf5857 · outbound

This paper cites Auto-GPT for Online Decision Making: Benchmarks and Additional Opinions.

Bian Que: An Agentic Framework with Flexible Skill Arrangement for Online System Operations Auto-GPT for Online Decision Making: Benchmarks and Additional Opinions

Reference 28

Resolution
verified exact
arxiv_id, observed 2026-05-12T01:51:14.399215Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-12T01:50:45.507172Z digest=sha256:ddb2dbf5d1ad60094f2e82d740b0302c8cced32238f9b96edbdf374bbe4c26c9

Observation cebec360-b573-40c6-bb6d-ec840b5e503e · outbound

This paper cites Hugginggpt: Solving ai tasks with chatgpt and its friends in hugging face.Advances in Neural Information Processing Systems, 36:38154–38180.

Bian Que: An Agentic Framework with Flexible Skill Arrangement for Online System Operations Hugginggpt: Solving ai tasks with chatgpt and its friends in hugging face.Advances in Neural Information Processing Systems, 36:38154–38180

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-05-13T16:37:59.750192Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-12T01:50:45.507172Z digest=sha256:c4a1c8a95e8abb148a49d8a9ecb2a6c01dd7c7e141d4a3c9332a597cd225537d

Observation c7e315fa-be4a-47bf-bbc2-2a6388877352 · outbound

This paper cites Voyager: An Open-Ended Embodied Agent with Large Language Models.

Bian Que: An Agentic Framework with Flexible Skill Arrangement for Online System Operations Voyager: An Open-Ended Embodied Agent with Large Language Models

Reference 30

Resolution
verified exact
local_arxiv, observed 2026-05-12T01:51:14.423525Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-12T01:50:45.507172Z digest=sha256:fd0125c0e51625ff52fee6098f0777759ef82bf409b9a99eb8b3d3792914d3ce

Observation 679c9d3c-7ec0-4eb8-aa2e-224c900dceb1 · outbound

This paper cites TaskWeaver: A Code-First Agent Framework.

Bian Que: An Agentic Framework with Flexible Skill Arrangement for Online System Operations TaskWeaver: A Code-First Agent Framework

Reference 31

Resolution
verified exact
arxiv_id, observed 2026-05-12T01:51:14.408423Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-12T01:50:45.507172Z digest=sha256:a0744aada7326dd7bf45a29935c66a17cc72dfcf6d8895b2b69288f07e9c535a

Observation bd95aea8-96bd-4d42-ab59-d88f202e51e8 · outbound

This paper cites IG-Search: Step-Level Information Gain Rewards for Search-Augmented Reasoning.

Bian Que: An Agentic Framework with Flexible Skill Arrangement for Online System Operations IG-Search: Step-Level Information Gain Rewards for Search-Augmented Reasoning

Reference 32

Resolution
verified exact
local_arxiv, observed 2026-05-12T01:51:14.426587Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-12T01:50:45.507172Z digest=sha256:f92b1b6669c8131336d4af3f2eb406db8579e186da1e5beef45bdf950ae84647

Observation 83ff26aa-2672-4b62-929f-9b89a8b10f73 · outbound

This paper cites The anatomy of an agent harness.

Bian Que: An Agentic Framework with Flexible Skill Arrangement for Online System Operations The anatomy of an agent harness

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-05-13T16:37:59.753189Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-12T01:50:45.507172Z digest=sha256:60ea651c62f62024588b851780b00fbcf994b912249276a24319bb67ac666874

Observation 7eb81141-5dbe-4fcc-8b10-728fe831e627 · outbound

This paper cites MCP-Flow: Facilitating LLM Agents to Master Real-World, Diverse and Scaling MCP Tools.

Bian Que: An Agentic Framework with Flexible Skill Arrangement for Online System Operations MCP-Flow: Facilitating LLM Agents to Master Real-World, Diverse and Scaling MCP Tools

Reference 34

Resolution
verified exact
local_arxiv, observed 2026-05-12T01:51:14.393373Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-12T01:50:45.507172Z digest=sha256:6cddfaa7492ebb69c88e5bc821bc9c58c79e6a883a071d906abb09d63f5b76f4

Observation fe11ddf6-adcd-4d15-a713-3d126cfbbbea · outbound

This paper cites Llma4itops: A lightweight llm-based multi-agent framework for it operations and maintenance.

Bian Que: An Agentic Framework with Flexible Skill Arrangement for Online System Operations Llma4itops: A lightweight llm-based multi-agent framework for it operations and maintenance

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-05-13T16:37:59.768118Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-12T01:50:45.507172Z digest=sha256:a4f2eff89a28d4a2826d63add0cb199cdff9a5ce6016ea61bdb14fbb28ab3268

Observation 9646e497-222e-4d41-9bf5-851485bae45b · outbound

This paper cites Aoi: Turning failed trajectories into training signals for autonomous cloud diagnosis.

Bian Que: An Agentic Framework with Flexible Skill Arrangement for Online System Operations Aoi: Turning failed trajectories into training signals for autonomous cloud diagnosis

Reference 36

Resolution
verified exact
arxiv_id, observed 2026-05-12T01:51:14.386712Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-12T01:50:45.507172Z digest=sha256:4467ea0acef5f4704e49b99c7e3791cc24ce7999119dbe5d0e726543aa937505

Observation 93dcb8b7-328b-4e96-b4a6-5638cd7719bf · outbound

This paper cites Retrieval-augmented generation for knowledge-intensive nlp tasks.Advances in neural information processing systems, 33:9459–9474.

Bian Que: An Agentic Framework with Flexible Skill Arrangement for Online System Operations Retrieval-augmented generation for knowledge-intensive nlp tasks.Advances in neural information processing systems, 33:9459–9474

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-05-13T16:37:59.783094Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-12T01:50:45.507172Z digest=sha256:cf36fe5a507ff01d2e9d47a6a677adf168036114844051ba907a20a07e3e7e8b

Observation 8729f5ed-551b-4e05-be20-2bd0830ce925 · outbound

This paper cites Self-rag: Learn- ing to retrieve, generate, and critique through self-reflection.

Bian Que: An Agentic Framework with Flexible Skill Arrangement for Online System Operations Self-rag: Learn- ing to retrieve, generate, and critique through self-reflection

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-05-13T16:37:59.810179Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-12T01:50:45.507172Z digest=sha256:19e3fa58f8f3c78404616a2aa32f4a66706a298b2d5212ed7be8dd0dba4cbb64

Observation 1a154e7e-efb4-400b-967c-9131eebea611 · outbound

This paper cites Adaptive-rag: Learning to adapt retrieval-augmented large language models through question complexity.

Bian Que: An Agentic Framework with Flexible Skill Arrangement for Online System Operations Adaptive-rag: Learning to adapt retrieval-augmented large language models through question complexity

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-05-13T16:37:59.739456Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-12T01:50:45.507172Z digest=sha256:b270fbb9b27165581d77a74ae3a4fc00c5c61ca269cdf998186219f996fb0e71

Observation e9f4d9ab-8623-4d90-8c99-0ca919a7e740 · outbound

This paper cites Memorybank: Enhancing large language models with long-term memory.

Bian Que: An Agentic Framework with Flexible Skill Arrangement for Online System Operations Memorybank: Enhancing large language models with long-term memory

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-05-13T16:37:59.742455Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-12T01:50:45.507172Z digest=sha256:12d0df124bd4ff47adafa59f688f02f293c016b10c0819a58a42d92adb917bab

Observation a09a8410-34c0-4f3e-9349-cee891987c03 · outbound

This paper cites Reflexion: Language agents with verbal reinforcement learning.Advances in neural information processing systems, 36:8634–8652.

Bian Que: An Agentic Framework with Flexible Skill Arrangement for Online System Operations Reflexion: Language agents with verbal reinforcement learning.Advances in neural information processing systems, 36:8634–8652

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-05-13T16:37:59.746492Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-12T01:50:45.507172Z digest=sha256:798d7ba2aab285ba18fc2a088b4205ad2269bf69223ba5475c584629da391cce

Observation 5d3aed04-1902-42e1-9b46-94206661bc96 · outbound

This paper cites Generative agents: Interactive simulacra of human behavior.

Bian Que: An Agentic Framework with Flexible Skill Arrangement for Online System Operations Generative agents: Interactive simulacra of human behavior

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-05-13T16:37:59.733075Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-12T01:50:45.507172Z digest=sha256:135bf83cd3e2ecfa9d5fd840aabdaf4d13816a8323be658a9dde139913259059

Observation 317ba67c-8ace-45a9-b93a-d16eac5f4b05 · outbound

This paper cites A-MEM: Agentic Memory for LLM Agents.

Bian Que: An Agentic Framework with Flexible Skill Arrangement for Online System Operations A-MEM: Agentic Memory for LLM Agents

Reference 43

Resolution
verified exact
local_arxiv, observed 2026-05-12T01:51:14.389529Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-12T01:50:45.507172Z digest=sha256:69fcbebb5ad6d2886d072fa91fcd1ed9d7e095427111c7b9c4e0d5ad7f305d9a

Observation 1d015d0a-a40f-4843-b89d-e4a386c39dc7 · outbound

This paper cites Self-refine: Iterative refinement with self-feedback.Advances in neural information processing systems, 36:46534–46594.

Bian Que: An Agentic Framework with Flexible Skill Arrangement for Online System Operations Self-refine: Iterative refinement with self-feedback.Advances in neural information processing systems, 36:46534–46594

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-05-13T16:37:59.736690Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-12T01:50:45.507172Z digest=sha256:e84de0696d8a1c005d55a248a65d70dd6651557c3b0baa4ad4c1874398e00dc9

Observation 18c9b0d0-d7e2-498b-b5b8-609a43a144ee · outbound

This paper cites A Survey on Self-Evolution of Large Language Models.

Bian Que: An Agentic Framework with Flexible Skill Arrangement for Online System Operations A Survey on Self-Evolution of Large Language Models

Reference 45

Resolution
metadata mismatch
arxiv_id, observed 2026-05-12T01:51:14.383661Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-12T01:50:45.507172Z digest=sha256:af0f6b330665bcbb5b7d801c45f2dc055bb9e06d70713c2122fa5318c469712a

Observation 74e64e8d-0598-4ff2-a72f-bfa39eccd896 · outbound

This paper cites MemSkill: Learning and Evolving Memory Skills for Self-Evolving Agents.

Bian Que: An Agentic Framework with Flexible Skill Arrangement for Online System Operations MemSkill: Learning and Evolving Memory Skills for Self-Evolving Agents

Reference 46

Resolution
verified exact
arxiv_id, observed 2026-05-12T09:10:22.017517Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-12T01:50:45.507172Z digest=sha256:cd32f8bb57c480a543f6dfc00cf297c1a33904d51e19a8a66f652b01dab39aa8

Observation 5acc73b3-155d-44c0-acd6-1c65d1e3cefc · outbound

This paper cites Live-evo: Online evolution of agentic memory from continuous feedback.

Bian Que: An Agentic Framework with Flexible Skill Arrangement for Online System Operations Live-evo: Online evolution of agentic memory from continuous feedback

Reference 47

Resolution
verified exact
arxiv_id, observed 2026-05-12T01:51:14.420635Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-12T01:50:45.507172Z digest=sha256:590f6e5e63fefeea257734fe9777ea69b7283260b3642b78beab8d45fef3c1e7

Observation d54c7b03-1909-474a-be23-6c38d24dff77 · outbound

This paper cites Evo-Memory: Benchmarking LLM Agent Test-time Learning with Self-Evolving Memory.

Bian Que: An Agentic Framework with Flexible Skill Arrangement for Online System Operations Evo-Memory: Benchmarking LLM Agent Test-time Learning with Self-Evolving Memory

Reference 48

Resolution
verified exact
arxiv_id, observed 2026-05-14T23:13:16.650386Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-12T01:50:45.507172Z digest=sha256:4cfe5c0cd93c2e7b011353b1ab554c8bc5e8535b7d4afee88d21e218f286cb9c

Pith citing papers

Observation c6ce4d10-29e5-43cf-84df-0a0a2ffc9a9a · inbound

Tool-Making and Self-Evolving LLM Agents in Low-Latency Systems cites this paper.

Tool-Making and Self-Evolving LLM Agents in Low-Latency Systems Bian Que: An Agentic Framework with Flexible Skill Arrangement for Online System Operations

Reference 34

Resolution
metadata mismatch
local_arxiv, observed 2026-07-10T13:57:07.074178Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-07-10T13:47:37.248017Z digest=sha256:2e0bcb78d03d8a64191e75c5d27972c736a097d3eab356d8e4a1a27229de1add