Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-10T06:13:32.434201Z
Paper Citation Record · LEDGER
SkillFlow:Benchmarking Lifelong Skill Discovery and Evolution for Autonomous Agents
As of 13 August 2026, this Paper Citation Record lists 74 of 74 outbound references and 11 inbound Pith citation observations for arXiv:2604.17308.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-05T13:09:06.622558Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-07-03T14:18:22.420135Z
Reference resolution
74 of 74 outbound references displayed
- verified exact25
- verified fuzzy29
- unresolved17
- parse uncertain0
- malformed identifier0
- metadata mismatch3
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation aa058325-4191-4c6d-affe-14280dda6a1d · outbound
This paper cites EvoSkill: Automated Skill Discovery for Multi-Agent Systems.
SkillFlow:Benchmarking Lifelong Skill Discovery and Evolution for Autonomous Agents EvoSkill: Automated Skill Discovery for Multi-Agent Systems
Reference 1
- Resolution
- verified exact
- arxiv_id, observed 2026-05-17T02:25:05.619029Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 697a1154-8b5e-42bd-9fa8-91ee9865b31e · outbound
This paper cites Claude Code: an agentic coding tool.
SkillFlow:Benchmarking Lifelong Skill Discovery and Evolution for Autonomous Agents Claude Code: an agentic coding tool
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T17:25:25.912924Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 5af2d4e8-de3d-43d0-94a6-77585e408036 · outbound
This paper cites anthropics/skills: Public repository for agent skills.
SkillFlow:Benchmarking Lifelong Skill Discovery and Evolution for Autonomous Agents anthropics/skills: Public repository for agent skills
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T17:25:25.897858Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 970df2de-5079-4f71-9dd4-883743904502 · outbound
This paper cites Cursor: Ai code editor.https://cursor.sh.
SkillFlow:Benchmarking Lifelong Skill Discovery and Evolution for Autonomous Agents Cursor: Ai code editor.https://cursor.sh
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T17:25:25.901803Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation b3b79003-6a45-4bde-b580-3777c1e5e73b · outbound
This paper cites Coding agents are effective long-context processors.
SkillFlow:Benchmarking Lifelong Skill Discovery and Evolution for Autonomous Agents Coding agents are effective long-context processors
Reference 5
- Resolution
- verified exact
- arxiv_id, observed 2026-05-10T06:21:27.141324Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 1bbe7e83-90d2-4e7e-bb69-a51f54f3a54e · outbound
This paper cites Skillcraft: Can llm agents learn to use tools skillfully?.
SkillFlow:Benchmarking Lifelong Skill Discovery and Evolution for Autonomous Agents Skillcraft: Can llm agents learn to use tools skillfully?
Reference 6
- Resolution
- verified exact
- arxiv_id, observed 2026-05-10T06:21:27.138808Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 4c58ae96-276a-4872-823c-8b0dc95a06ac · outbound
This paper cites AutoCodeBench: Large Language Models are Automatic Code Benchmark Generators.
SkillFlow:Benchmarking Lifelong Skill Discovery and Evolution for Autonomous Agents AutoCodeBench: Large Language Models are Automatic Code Benchmark Generators
Reference 7
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-10T06:21:27.166102Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation f0ba47b0-5708-4397-89c8-03e5cd960b54 · outbound
This paper cites awesome-claude-skills: A curated list of awesome claude skills, resources, and tools.
SkillFlow:Benchmarking Lifelong Skill Discovery and Evolution for Autonomous Agents awesome-claude-skills: A curated list of awesome claude skills, resources, and tools
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T17:25:25.888394Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation c4af8321-575e-4797-8840-69e3b113f30e · outbound
This paper cites SWE-Bench Pro: Can AI Agents Solve Long-Horizon Software Engineering Tasks?.
SkillFlow:Benchmarking Lifelong Skill Discovery and Evolution for Autonomous Agents SWE-Bench Pro: Can AI Agents Solve Long-Horizon Software Engineering Tasks?
Reference 9
- Resolution
- verified exact
- arxiv_id, observed 2026-05-12T13:48:53.849224Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 479c7037-20fa-45a6-8970-b728d899c0cd · outbound
This paper cites Dualvla: Building a generalizable embodied agent via partial decoupling of reasoning and action.
SkillFlow:Benchmarking Lifelong Skill Discovery and Evolution for Autonomous Agents Dualvla: Building a generalizable embodied agent via partial decoupling of reasoning and action
Reference 10
- Resolution
- verified exact
- arxiv_id, observed 2026-05-10T06:21:27.163547Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 7e140088-509f-4bf9-a450-36d41f8a2880 · outbound
This paper cites Gemini CLI: An open-source AI agent that brings the power of Gemini directly into your terminal.https://github.com/google-gemini/gemini-cli.
SkillFlow:Benchmarking Lifelong Skill Discovery and Evolution for Autonomous Agents Gemini CLI: An open-source AI agent that brings the power of Gemini directly into your terminal.https://github.com/google-gemini/gemini-cli
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T17:25:25.884039Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 43b72295-ebf5-4f2d-9cf8-869fe6bacf08 · outbound
This paper cites Unicorn: Towards self-improving unified multimodal models through self- generated supervision.arXiv preprint arXiv:2601.03193.
SkillFlow:Benchmarking Lifelong Skill Discovery and Evolution for Autonomous Agents Unicorn: Towards self-improving unified multimodal models through self- generated supervision.arXiv preprint arXiv:2601.03193
Reference 12
- Resolution
- verified exact
- arxiv_id, observed 2026-05-10T06:21:27.178519Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 2705bc5f-6158-4af4-ba9d-832050fbc653 · outbound
This paper cites Swe-skills-bench: Do agent skills actually help in real-world software engineering?.
SkillFlow:Benchmarking Lifelong Skill Discovery and Evolution for Autonomous Agents Swe-skills-bench: Do agent skills actually help in real-world software engineering?
Reference 13
- Resolution
- verified exact
- arxiv_id, observed 2026-05-10T06:21:27.171061Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation c9eb4750-8d51-4e28-b138-bf423d3394f3 · outbound
This paper cites Harbor: A framework for evaluating and optimizing agents and models in container environments.
SkillFlow:Benchmarking Lifelong Skill Discovery and Evolution for Autonomous Agents Harbor: A framework for evaluating and optimizing agents and models in container environments
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T17:25:25.890901Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 5de210b5-852b-4f34-9d5e-fc6e4c7f2e50 · outbound
This paper cites CRITICTOOL: Evaluating self-critique capabilities of large language models in tool-calling error scenarios.
SkillFlow:Benchmarking Lifelong Skill Discovery and Evolution for Autonomous Agents CRITICTOOL: Evaluating self-critique capabilities of large language models in tool-calling error scenarios
Reference 15
- Resolution
- verified exact
- doi, observed 2026-05-10T06:16:20.586392Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation e6953390-9eed-4761-ba21-c9ad182048b2 · outbound
This paper cites Internalizing meta-experience into memory for guided reinforcement learning in large language models.
SkillFlow:Benchmarking Lifelong Skill Discovery and Evolution for Autonomous Agents Internalizing meta-experience into memory for guided reinforcement learning in large language models
Reference 16
- Resolution
- verified exact
- arxiv_id, observed 2026-05-10T06:21:27.146256Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation ec368768-420b-49ea-b1ee-1bc54939a3e1 · outbound
This paper cites Vision-deepresearch: Incentivizing deepresearch capability in multimodal large language models.
SkillFlow:Benchmarking Lifelong Skill Discovery and Evolution for Autonomous Agents Vision-deepresearch: Incentivizing deepresearch capability in multimodal large language models
Reference 17
- Resolution
- verified exact
- arxiv_id, observed 2026-05-10T06:21:27.175955Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 3a56edce-c2ac-400a-9ad3-a9c74de6bc52 · outbound
This paper cites SWE-bench: Can Language Models Resolve Real-World GitHub Issues?.
SkillFlow:Benchmarking Lifelong Skill Discovery and Evolution for Autonomous Agents SWE-bench: Can Language Models Resolve Real-World GitHub Issues?
Reference 18
- Resolution
- verified exact
- arxiv_id, observed 2026-05-10T14:02:01.580101Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 8baba07d-b7be-45d1-9d79-16765a1c25ed · outbound
This paper cites SkillsBench: Benchmarking How Well Agent Skills Work Across Diverse Tasks.
SkillFlow:Benchmarking Lifelong Skill Discovery and Evolution for Autonomous Agents SkillsBench: Benchmarking How Well Agent Skills Work Across Diverse Tasks
Reference 19
- Resolution
- verified exact
- arxiv_id, observed 2026-05-12T00:20:05.782711Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation d5a6fcac-faaf-48ac-b39d-1839b2c5d5d1 · outbound
This paper cites Available: https://arxiv.org/abs/2603.04448.
SkillFlow:Benchmarking Lifelong Skill Discovery and Evolution for Autonomous Agents Available: https://arxiv.org/abs/2603.04448
Reference 20
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-10T06:21:27.153897Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 4c43f224-c6be-4be6-8544-c8f8452cbd92 · outbound
This paper cites AgentBench: Evaluating LLMs as Agents.
SkillFlow:Benchmarking Lifelong Skill Discovery and Evolution for Autonomous Agents AgentBench: Evaluating LLMs as Agents
Reference 21
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T11:40:05.312349Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 222dc975-e5bb-4afa-974d-e8eea22f129d · outbound
This paper cites Terminal-Bench: Benchmarking Agents on Hard, Realistic Tasks in Command Line Interfaces.
SkillFlow:Benchmarking Lifelong Skill Discovery and Evolution for Autonomous Agents Terminal-Bench: Benchmarking Agents on Hard, Realistic Tasks in Command Line Interfaces
Reference 22
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T03:37:08.148477Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation ef742148-8f1b-4540-a702-e34a9cfa415f · outbound
This paper cites Kimi cli.
SkillFlow:Benchmarking Lifelong Skill Discovery and Evolution for Autonomous Agents Kimi cli
Reference 23
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T17:25:25.899605Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation e4fbe6d9-c5a2-462b-95a5-0a60786ff792 · outbound
This paper cites Trace2Skill: Distill Trajectory-Local Lessons into Transferable Agent Skills.
SkillFlow:Benchmarking Lifelong Skill Discovery and Evolution for Autonomous Agents Trace2Skill: Distill Trajectory-Local Lessons into Transferable Agent Skills
Reference 24
- Resolution
- verified exact
- local_arxiv, observed 2026-05-10T06:21:27.156260Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation df1a49ca-aece-42ed-8e57-4238f5d3538e · outbound
This paper cites Codex CLI: Lightweight coding agent that runs in your terminal.
SkillFlow:Benchmarking Lifelong Skill Discovery and Evolution for Autonomous Agents Codex CLI: Lightweight coding agent that runs in your terminal
Reference 25
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T17:25:25.917227Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 23bf1918-f05e-48a4-bc89-c71a1e4c3107 · outbound
This paper cites Introducing gpt-5.3-codex.
SkillFlow:Benchmarking Lifelong Skill Discovery and Evolution for Autonomous Agents Introducing gpt-5.3-codex
Reference 26
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T17:25:25.903920Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 792c2e00-86b0-4893-989c-790fbc5de64b · outbound
This paper cites The berkeley function calling leaderboard (bfcl): From tool use to agentic evaluation of large language models.
SkillFlow:Benchmarking Lifelong Skill Discovery and Evolution for Autonomous Agents The berkeley function calling leaderboard (bfcl): From tool use to agentic evaluation of large language models
Reference 27
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T17:25:25.875802Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation f4c91f8c-2ef2-422f-ab41-5f83f11bebb7 · outbound
This paper cites GDPval: Evaluating AI Model Performance on Real-World Economically Valuable Tasks.
SkillFlow:Benchmarking Lifelong Skill Discovery and Evolution for Autonomous Agents GDPval: Evaluating AI Model Performance on Real-World Economically Valuable Tasks
Reference 28
- Resolution
- verified exact
- arxiv_id, observed 2026-05-16T11:11:04.750341Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 7d568fd0-e9bb-485d-b688-9ad388c829b5 · outbound
This paper cites Pinchbench: Skill-based benchmark for llm agents.
SkillFlow:Benchmarking Lifelong Skill Discovery and Evolution for Autonomous Agents Pinchbench: Skill-based benchmark for llm agents
Reference 29
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T17:25:25.867274Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation d4447659-4474-4d60-adf3-3cb08ea04eb9 · outbound
This paper cites Qwen-code.
SkillFlow:Benchmarking Lifelong Skill Discovery and Evolution for Autonomous Agents Qwen-code
Reference 30
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T17:25:25.857345Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 703ff2f0-1b1e-4e90-8ba8-50191a7f610f · outbound
This paper cites Skillsmp: Skills marketplace.
SkillFlow:Benchmarking Lifelong Skill Discovery and Evolution for Autonomous Agents Skillsmp: Skills marketplace
Reference 31
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T17:25:25.864672Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 8d916673-2c62-40cc-b027-a687d0bd3f9a · outbound
This paper cites Beyond Accuracy: Unveiling Inefficiency Patterns in Tool-Integrated Reasoning.
SkillFlow:Benchmarking Lifelong Skill Discovery and Evolution for Autonomous Agents Beyond Accuracy: Unveiling Inefficiency Patterns in Tool-Integrated Reasoning
Reference 32
- Resolution
- verified exact
- local_arxiv, observed 2026-05-10T06:21:27.158679Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 913c8b98-36a8-436d-8b37-6347a7e8e80a · outbound
This paper cites Appworld: A controllable world of apps and people for benchmarking interactive coding agents.
SkillFlow:Benchmarking Lifelong Skill Discovery and Evolution for Autonomous Agents Appworld: A controllable world of apps and people for benchmarking interactive coding agents
Reference 33
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T17:25:25.852946Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 66ffc4a9-691b-48ac-b389-28a52adcd0ad · outbound
This paper cites awesome-openclaw-skills: The awesome collection of openclaw skills.
SkillFlow:Benchmarking Lifelong Skill Discovery and Evolution for Autonomous Agents awesome-openclaw-skills: The awesome collection of openclaw skills
Reference 34
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T17:25:25.855238Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 542a4428-6f28-43e9-9a91-f6504d871da7 · outbound
This paper cites Evo-Memory: Benchmarking LLM Agent Test-time Learning with Self-Evolving Memory.
SkillFlow:Benchmarking Lifelong Skill Discovery and Evolution for Autonomous Agents Evo-Memory: Benchmarking LLM Agent Test-time Learning with Self-Evolving Memory
Reference 35
- 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 2026-08-13T06:32:02.005865+00:00.
Observation 4effb991-0933-4ee7-a21f-50f16cdbac37 · outbound
This paper cites Top Leaderboard Ranking = Top Coding Proficiency, Always? EvoEval: Evolving Coding Benchmarks via LLM.
SkillFlow:Benchmarking Lifelong Skill Discovery and Evolution for Autonomous Agents Top Leaderboard Ranking = Top Coding Proficiency, Always? EvoEval: Evolving Coding Benchmarks via LLM
Reference 36
- Resolution
- verified exact
- arxiv_id, observed 2026-05-10T06:21:27.205216Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation b1a60ff4-ed4b-405d-a0f7-7279f51a3975 · outbound
This paper cites SkillRL: Evolving Agents via Recursive Skill-Augmented Reinforcement Learning.
SkillFlow:Benchmarking Lifelong Skill Discovery and Evolution for Autonomous Agents SkillRL: Evolving Agents via Recursive Skill-Augmented Reinforcement Learning
Reference 37
- Resolution
- verified exact
- arxiv_id, observed 2026-05-12T11:39:12.115659Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 7dc3dbf8-0f94-4778-a9c5-d40baa88a031 · outbound
This paper cites Xskill: Cross embodiment skill discovery.
SkillFlow:Benchmarking Lifelong Skill Discovery and Evolution for Autonomous Agents Xskill: Cross embodiment skill discovery
Reference 38
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T17:25:25.860700Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation bfe57d46-c48e-4a60-b45f-e6e8c187e449 · outbound
This paper cites Autoskill: Experience-driven lifelong learning via skill self-evolution.
SkillFlow:Benchmarking Lifelong Skill Discovery and Evolution for Autonomous Agents Autoskill: Experience-driven lifelong learning via skill self-evolution
Reference 39
- Resolution
- verified exact
- arxiv_id, observed 2026-05-10T06:21:27.202619Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation bec9e3c9-abf2-45a4-ad0f-3cfffed88171 · outbound
This paper cites Vision-deepresearch benchmark: Rethinking visual and textual search for multimodal large language models.
SkillFlow:Benchmarking Lifelong Skill Discovery and Evolution for Autonomous Agents Vision-deepresearch benchmark: Rethinking visual and textual search for multimodal large language models
Reference 40
- Resolution
- verified exact
- arxiv_id, observed 2026-05-10T06:21:27.200076Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation f5c6cd60-569b-41c3-8e2c-52abcefb5332 · outbound
This paper cites MemSkill: Learning and Evolving Memory Skills for Self-Evolving Agents.
SkillFlow:Benchmarking Lifelong Skill Discovery and Evolution for Autonomous Agents MemSkill: Learning and Evolving Memory Skills for Self-Evolving Agents
Reference 41
- 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 2026-08-13T06:32:02.005865+00:00.
Observation 816d8481-fa23-47da-88cd-702940c1216a · outbound
This paper cites Qwen3 Embedding: Advancing Text Embedding and Reranking Through Foundation Models.
SkillFlow:Benchmarking Lifelong Skill Discovery and Evolution for Autonomous Agents Qwen3 Embedding: Advancing Text Embedding and Reranking Through Foundation Models
Reference 42
- Resolution
- verified exact
- arxiv_id, observed 2026-05-10T13:46:09.919088Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation a1b0e240-4176-4e81-9ffe-e6401a353bcd · outbound
This paper cites SkillWeaver: Web Agents can Self-Improve by Discovering and Honing Skills.
SkillFlow:Benchmarking Lifelong Skill Discovery and Evolution for Autonomous Agents SkillWeaver: Web Agents can Self-Improve by Discovering and Honing Skills
Reference 43
- Resolution
- verified exact
- arxiv_id, observed 2026-05-14T19:35:55.589248Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 5d477e89-685a-4835-83ce-b12ea6cf2cf2 · outbound
This paper cites Memento-skills: Let agents design agents.
SkillFlow:Benchmarking Lifelong Skill Discovery and Evolution for Autonomous Agents Memento-skills: Let agents design agents
Reference 44
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-10T06:21:27.197569Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 7d5be964-a26c-4f6e-bd06-01f0e7e7db30 · outbound
This paper cites an unresolved cited work.
SkillFlow:Benchmarking Lifelong Skill Discovery and Evolution for Autonomous Agents Unresolved cited work
Reference 45
- Resolution
- unresolved
- raw_fallback, observed 2026-05-21T17:25:25.869664Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 29403d97-61a7-4db4-8d11-4a8f4c5f0b5e · outbound
This paper cites Explicitly identify any wrong assumptions , brittle choices , or dead - end strategies.
SkillFlow:Benchmarking Lifelong Skill Discovery and Evolution for Autonomous Agents Explicitly identify any wrong assumptions , brittle choices , or dead - end strategies
Reference 46
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T17:25:25.841387Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation b5cf577e-2343-448e-8504-fd1fde75f9c8 · outbound
This paper cites an unresolved cited work.
SkillFlow:Benchmarking Lifelong Skill Discovery and Evolution for Autonomous Agents Unresolved cited work
Reference 47
- Resolution
- unresolved
- raw_fallback, observed 2026-05-21T17:25:25.919071Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 5a489a29-9c2e-4beb-adcf-51ee36b40629 · outbound
This paper cites an unresolved cited work.
SkillFlow:Benchmarking Lifelong Skill Discovery and Evolution for Autonomous Agents Unresolved cited work
Reference 48
- Resolution
- unresolved
- raw_fallback, observed 2026-05-21T17:25:25.844078Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 829117f2-682c-4a92-9695-98c93af07f01 · outbound
This paper cites an unresolved cited work.
SkillFlow:Benchmarking Lifelong Skill Discovery and Evolution for Autonomous Agents Unresolved cited work
Reference 49
- Resolution
- unresolved
- raw_fallback, observed 2026-05-21T17:25:25.850629Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 7278eab8-7176-41ec-ab62-71b212582e6c · outbound
This paper cites an unresolved cited work.
SkillFlow:Benchmarking Lifelong Skill Discovery and Evolution for Autonomous Agents Unresolved cited work
Reference 50
- Resolution
- unresolved
- raw_fallback, observed 2026-05-21T17:25:25.908522Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 6eb0390a-19da-49a0-ae05-c64642eeff6b · outbound
This paper cites md`, a new skill directory ,`references /`,`scripts /`, or`assets /`.
SkillFlow:Benchmarking Lifelong Skill Discovery and Evolution for Autonomous Agents md`, a new skill directory ,`references /`,`scripts /`, or`assets /`
Reference 51
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T17:25:25.895735Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 23416363-915a-49c6-b32c-d18b32121a0d · outbound
This paper cites when to use.
SkillFlow:Benchmarking Lifelong Skill Discovery and Evolution for Autonomous Agents when to use
Reference 52
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T17:25:25.831374Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 4f9ac69e-87eb-4b1f-b51d-1c6889c18b51 · outbound
This paper cites py`to compute values in Python and inject them into the XLSX XML.
SkillFlow:Benchmarking Lifelong Skill Discovery and Evolution for Autonomous Agents py`to compute values in Python and inject them into the XLSX XML
Reference 53
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T17:25:25.826853Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation fb386d56-71e7-4fb7-bdad-3402a1fbb40a · outbound
This paper cites an unresolved cited work.
SkillFlow:Benchmarking Lifelong Skill Discovery and Evolution for Autonomous Agents Unresolved cited work
Reference 54
- Resolution
- unresolved
- raw_fallback, observed 2026-05-21T17:25:25.846477Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation fb43c578-834f-4e8e-95e3-6acbd753c60c · outbound
This paper cites n "`) and string values (`t =.
SkillFlow:Benchmarking Lifelong Skill Discovery and Evolution for Autonomous Agents n "`) and string values (`t =
Reference 55
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T17:25:25.878015Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 9669fbd2-1177-4927-8869-cd28225a0e9f · outbound
This paper cites an unresolved cited work.
SkillFlow:Benchmarking Lifelong Skill Discovery and Evolution for Autonomous Agents Unresolved cited work
Reference 56
- Resolution
- unresolved
- raw_fallback, observed 2026-05-21T17:25:25.838420Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation b0a52c5a-edb7-400f-b654-55a9eb2edc4f · outbound
This paper cites an unresolved cited work.
SkillFlow:Benchmarking Lifelong Skill Discovery and Evolution for Autonomous Agents Unresolved cited work
Reference 57
- Resolution
- unresolved
- raw_fallback, observed 2026-05-21T17:25:25.921472Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation e7ba5a20-f8ee-4fb1-8ff3-677951c9ae25 · outbound
This paper cites an unresolved cited work.
SkillFlow:Benchmarking Lifelong Skill Discovery and Evolution for Autonomous Agents Unresolved cited work
Reference 58
- Resolution
- unresolved
- raw_fallback, observed 2026-05-21T17:25:25.881654Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 05737925-15d1-40ee-b838-7cf7a06a3525 · outbound
This paper cites an unresolved cited work.
SkillFlow:Benchmarking Lifelong Skill Discovery and Evolution for Autonomous Agents Unresolved cited work
Reference 59
- Resolution
- unresolved
- raw_fallback, observed 2026-05-21T17:25:25.886095Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation c032a915-7920-4ade-b8cf-172efab55462 · outbound
This paper cites an unresolved cited work.
SkillFlow:Benchmarking Lifelong Skill Discovery and Evolution for Autonomous Agents Unresolved cited work
Reference 60
- Resolution
- unresolved
- raw_fallback, observed 2026-05-21T17:25:25.893476Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 4bce652f-c50e-466f-a8fa-628418e0ed4b · outbound
This paper cites an unresolved cited work.
SkillFlow:Benchmarking Lifelong Skill Discovery and Evolution for Autonomous Agents Unresolved cited work
Reference 61
- Resolution
- unresolved
- raw_fallback, observed 2026-05-21T17:25:25.905994Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation e5240323-ceca-4f19-9b6f-9f57bb25cae0 · outbound
This paper cites py`to confirm all formula cells have cached values.
SkillFlow:Benchmarking Lifelong Skill Discovery and Evolution for Autonomous Agents py`to confirm all formula cells have cached values
Reference 62
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T17:25:25.910922Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation fb4e0d5e-fce5-4b04-8100-5c0321a8959d · outbound
This paper cites excel-formula-tasks/scripts/patch_cached_values.py.
SkillFlow:Benchmarking Lifelong Skill Discovery and Evolution for Autonomous Agents excel-formula-tasks/scripts/patch_cached_values.py
Reference 63
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T17:25:25.914929Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 2f2360d1-5482-46b1-a5b1-fc93a30f1e54 · outbound
This paper cites an unresolved cited work.
SkillFlow:Benchmarking Lifelong Skill Discovery and Evolution for Autonomous Agents Unresolved cited work
Reference 64
- Resolution
- unresolved
- raw_fallback, observed 2026-05-21T17:25:25.923708Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 9e0a8123-b082-4405-922a-c54ac7dd0607 · outbound
This paper cites an unresolved cited work.
SkillFlow:Benchmarking Lifelong Skill Discovery and Evolution for Autonomous Agents Unresolved cited work
Reference 65
- Resolution
- unresolved
- raw_fallback, observed 2026-05-21T17:25:25.835728Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 94ecf89c-78cb-4393-a0bf-77341c807fb9 · outbound
This paper cites "" Convert column letter ( s ) to 0 - based index.
SkillFlow:Benchmarking Lifelong Skill Discovery and Evolution for Autonomous Agents "" Convert column letter ( s ) to 0 - based index
Reference 66
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T17:25:25.829043Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation a85ce17b-e5e7-4489-851e-77386f017ad9 · outbound
This paper cites Multiple patches can corrupt formula cells by losing`<f >`elements.
SkillFlow:Benchmarking Lifelong Skill Discovery and Evolution for Autonomous Agents Multiple patches can corrupt formula cells by losing`<f >`elements
Reference 67
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T17:25:25.833675Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation ee479dce-4773-43f7-9da1-c60f19be473c · outbound
This paper cites an unresolved cited work.
SkillFlow:Benchmarking Lifelong Skill Discovery and Evolution for Autonomous Agents Unresolved cited work
Reference 68
- Resolution
- unresolved
- raw_fallback, observed 2026-05-21T17:25:25.821545Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 7a163b24-e267-41fa-aedc-b03693cc9a0f · outbound
This paper cites str "`. Numeric results should not have`t =.
SkillFlow:Benchmarking Lifelong Skill Discovery and Evolution for Autonomous Agents str "`. Numeric results should not have`t =
Reference 69
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T17:25:25.823958Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 973fbf21-8a0c-46df-8070-09d5d924040b · outbound
This paper cites xml`--- it may not exist.
SkillFlow:Benchmarking Lifelong Skill Discovery and Evolution for Autonomous Agents xml`--- it may not exist
Reference 70
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T17:25:25.925704Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation a525b8ce-14a9-4e16-9504-161bb2761e93 · outbound
This paper cites excel-formula-tasks.
SkillFlow:Benchmarking Lifelong Skill Discovery and Evolution for Autonomous Agents excel-formula-tasks
Reference 71
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T17:25:25.817385Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation e37ed3e6-24b8-40eb-b005-aa8d048fb02f · outbound
This paper cites an unresolved cited work.
SkillFlow:Benchmarking Lifelong Skill Discovery and Evolution for Autonomous Agents Unresolved cited work
Reference 72
- Resolution
- unresolved
- raw_fallback, observed 2026-05-21T17:25:25.815261Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation a41f7cbe-5c2d-4f69-9c28-bcf91d4e084b · outbound
This paper cites an unresolved cited work.
SkillFlow:Benchmarking Lifelong Skill Discovery and Evolution for Autonomous Agents Unresolved cited work
Reference 73
- Resolution
- unresolved
- raw_fallback, observed 2026-05-21T17:25:25.819444Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 451d9101-903a-4d3b-9edf-d0ed2171f406 · outbound
This paper cites Unknown option -- recalculate.
SkillFlow:Benchmarking Lifelong Skill Discovery and Evolution for Autonomous Agents Unknown option -- recalculate
Reference 74
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T17:25:25.848624Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Pith citing papers
Observation 6c5aa1b1-9203-4547-8a96-e870634d713e · inbound
SkillsVote: Lifecycle Governance of Agent Skills from Collection, Recommendation to Evolution cites this paper.
SkillsVote: Lifecycle Governance of Agent Skills from Collection, Recommendation to Evolution SkillFlow:Benchmarking Lifelong Skill Discovery and Evolution for Autonomous Agents
Reference 74
- Resolution
- verified exact
- local_arxiv, observed 2026-05-20T11:43:15.057586Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 59a2cabd-dc1b-4498-b3ae-41a918821918 · inbound
Co-Evolving Skill Generation and Policy Optimization cites this paper.
Co-Evolving Skill Generation and Policy Optimization SkillFlow:Benchmarking Lifelong Skill Discovery and Evolution for Autonomous Agents
Reference 49
- Resolution
- verified exact
- local_arxiv, observed 2026-07-02T22:47:26.460447Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation c995180e-1177-48da-8b90-d7a5689fa5bf · inbound
RESOURCE2SKILL: Distilling Executable Agent Skills from Human-Created Multimodal Resources cites this paper.
RESOURCE2SKILL: Distilling Executable Agent Skills from Human-Created Multimodal Resources SkillFlow:Benchmarking Lifelong Skill Discovery and Evolution for Autonomous Agents
Reference 13
- Resolution
- verified exact
- local_arxiv, observed 2026-06-30T02:24:13.775798Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 3a78698f-0b62-4b50-bf81-297c3f0ddd83 · inbound
RESOURCE2SKILL: Distilling Executable Agent Skills from Human-Created Multimodal Resources cites this paper.
RESOURCE2SKILL: Distilling Executable Agent Skills from Human-Created Multimodal Resources SkillFlow:Benchmarking Lifelong Skill Discovery and Evolution for Autonomous Agents
Reference 13
- Resolution
- unresolved
- no resolver link, observed 2026-07-15T10:24:06.533276Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 44a2d223-62fa-41cc-853a-30b0a7543b1e · inbound
RESOURCE2SKILL: Distilling Executable Agent Skills from Human-Created Multimodal Resources cites this paper.
RESOURCE2SKILL: Distilling Executable Agent Skills from Human-Created Multimodal Resources SkillFlow:Benchmarking Lifelong Skill Discovery and Evolution for Autonomous Agents
Reference 13
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T09:43:49.787962Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 50a5283b-d474-4a13-a4a7-f9245c4d8d9e · inbound
ASPIRE: Agentic /Skills Discovery for Robotics cites this paper.
ASPIRE: Agentic /Skills Discovery for Robotics SkillFlow:Benchmarking Lifelong Skill Discovery and Evolution for Autonomous Agents
Reference 1
- Resolution
- verified exact
- local_arxiv, observed 2026-07-02T18:47:17.163737Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation fb72e745-8e6d-42dc-9a68-a2c885db6cd9 · inbound
SkillCoach: Self-Evolving Rubrics for Evaluating and Enhancing Agentic Skill-Use cites this paper.
SkillCoach: Self-Evolving Rubrics for Evaluating and Enhancing Agentic Skill-Use SkillFlow:Benchmarking Lifelong Skill Discovery and Evolution for Autonomous Agents
Reference 3
- Resolution
- verified exact
- local_arxiv, observed 2026-07-03T14:18:22.421311Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 340b3f95-4716-4a81-a7f0-02d2a969c529 · inbound
Agents Don't Just Agree, They Remember: Benchmarking Persistent Sycophancy in Stateful Personal Agents cites this paper.
Agents Don't Just Agree, They Remember: Benchmarking Persistent Sycophancy in Stateful Personal Agents SkillFlow:Benchmarking Lifelong Skill Discovery and Evolution for Autonomous Agents
Reference 39
- Resolution
- unresolved
- no resolver link, observed 2026-07-14T11:04:44.592375Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 98cca2ef-7f58-4008-b5de-00f9612e0469 · inbound
From Memory to Skills: Evidence-Grounded Co-Evolution Governance for Long-Horizon LLM Agents cites this paper.
From Memory to Skills: Evidence-Grounded Co-Evolution Governance for Long-Horizon LLM Agents SkillFlow:Benchmarking Lifelong Skill Discovery and Evolution for Autonomous Agents
Reference 40
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T20:27:34.893359Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b6e25965-c2c8-4b22-b36c-349ab6a533c4 · inbound
AgentStream: How Well Do Self-Evolving LLM Agents Perform Under Streaming Tasks? cites this paper.
AgentStream: How Well Do Self-Evolving LLM Agents Perform Under Streaming Tasks? SkillFlow:Benchmarking Lifelong Skill Discovery and Evolution for Autonomous Agents
Reference 86
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T01:12:38.455621Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b973ed99-b7d1-436c-ad94-e6aae7b54064 · inbound
GDPevo: Evaluating Agent Self-Evolution on Real Business Tasks cites this paper.
GDPevo: Evaluating Agent Self-Evolution on Real Business Tasks SkillFlow:Benchmarking Lifelong Skill Discovery and Evolution for Autonomous Agents
Reference 8
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T13:09:06.622558Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.