SkillEvolBench: Benchmarking the Evolution from Episodic Experience to Procedural Skills | Paper Citation Record

Observation 5aabd5be-0cbf-4dc3-a845-d5ad2b7598cc · outbound

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

SkillEvolBench: Benchmarking the Evolution from Episodic Experience to Procedural Skills React: Synergizing reasoning and acting in language models

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T13:44:55.605996Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 8e7aba12-ef63-49ca-aa64-52fcecd7dfce · outbound

This paper cites Toolformer: Language models can teach themselves to use tools.Advances in neural information processing systems, 36:68539–68551, 2023.

SkillEvolBench: Benchmarking the Evolution from Episodic Experience to Procedural Skills Toolformer: Language models can teach themselves to use tools.Advances in neural information processing systems, 36:68539–68551, 2023

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T13:44:55.534704Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 90e54725-7a0f-4d8c-85ab-8a105252b3b6 · outbound

This paper cites Xu, Hao Zhu, Xuhui Zhou, Robert Lo, Abishek Sridhar, Xianyi Cheng, Tianyue Ou, Yonatan Bisk, Daniel Fried, Uri Alon, and Graham Neubig.

SkillEvolBench: Benchmarking the Evolution from Episodic Experience to Procedural Skills Xu, Hao Zhu, Xuhui Zhou, Robert Lo, Abishek Sridhar, Xianyi Cheng, Tianyue Ou, Yonatan Bisk, Daniel Fried, Uri Alon, and Graham Neubig

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T13:44:55.532985Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 1966a292-c898-459e-8037-1dc4aa05f3c3 · outbound

This paper cites SWE-bench: Can language models resolve real-world github issues? InThe TwelfthInternational Conference on Learning Representations, 2024.

SkillEvolBench: Benchmarking the Evolution from Episodic Experience to Procedural Skills SWE-bench: Can language models resolve real-world github issues? InThe TwelfthInternational Conference on Learning Representations, 2024

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T13:44:55.536684Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation e5188c07-0e54-41ec-8b80-94de1c07b6d8 · outbound

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

SkillEvolBench: Benchmarking the Evolution from Episodic Experience to Procedural Skills Reflexion: Language agents with verbal reinforcement learning.Advances in neural information processing systems, 36:8634–8652

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T13:44:55.587653Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 7f07fe56-4ea9-48d9-b5ec-b3638e785cf8 · outbound

This paper cites Expel: Llm agents are experiential learners.

SkillEvolBench: Benchmarking the Evolution from Episodic Experience to Procedural Skills Expel: Llm agents are experiential learners

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T13:44:55.591388Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 642e75c6-61d7-45e6-803d-5ec0fb44c08f · outbound

This paper cites Synapse: Trajectory-as-exemplar prompting with memory for computer control.

SkillEvolBench: Benchmarking the Evolution from Episodic Experience to Procedural Skills Synapse: Trajectory-as-exemplar prompting with memory for computer control

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T13:44:55.576223Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 49a4ef90-3dc1-4a26-95d6-4fb4703c364a · outbound

This paper cites Agent workflow memory.

SkillEvolBench: Benchmarking the Evolution from Episodic Experience to Procedural Skills Agent workflow memory

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T13:44:55.543977Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation e929d849-3a12-4a22-8849-36852531e674 · outbound

This paper cites Agent skills specification.https://agentskills.io/specification.

SkillEvolBench: Benchmarking the Evolution from Episodic Experience to Procedural Skills Agent skills specification.https://agentskills.io/specification

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T13:44:55.545777Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 54ee3dda-1eea-46ea-8fc4-f9d31c252635 · outbound

This paper cites Equipping agents for the real world with agent skills.https://www.anthropic.com/engineering/ equipping-agents-for-the-real-world-with-agent-skills, October 2025.

SkillEvolBench: Benchmarking the Evolution from Episodic Experience to Procedural Skills Equipping agents for the real world with agent skills.https://www.anthropic.com/engineering/ equipping-agents-for-the-real-world-with-agent-skills, October 2025

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T13:44:55.593282Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 6578a7c8-ade4-42f6-8d97-499584e262e3 · outbound

This paper cites SkillsBench: Benchmarking How Well Agent Skills Work Across Diverse Tasks.

SkillEvolBench: Benchmarking the Evolution from Episodic Experience to Procedural Skills SkillsBench: Benchmarking How Well Agent Skills Work Across Diverse Tasks

Reference 11

Resolution: verified exact; local_arxiv, observed 2026-06-30T16:24:55.886610Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 53f53913-cdd9-4c2b-998e-81822c9354fc · outbound

This paper cites Appworld: A controllable world of apps and people for benchmarking interactive coding agents.

SkillEvolBench: Benchmarking the Evolution from Episodic Experience to Procedural Skills Appworld: A controllable world of apps and people for benchmarking interactive coding agents

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T13:44:55.596759Z

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No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 841dbef7-3a3c-43cb-ab9a-74663fcee331 · outbound

This paper cites Terminal-Bench: Benchmarking Agents on Hard, Realistic Tasks in Command Line Interfaces.

SkillEvolBench: Benchmarking the Evolution from Episodic Experience to Procedural Skills Terminal-Bench: Benchmarking Agents on Hard, Realistic Tasks in Command Line Interfaces

Reference 13

Resolution: verified exact; local_arxiv, observed 2026-06-30T16:24:55.867127Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation da73c701-5b6c-43ab-8739-2d3fda967416 · outbound

This paper cites Mind2web: Towards a generalist agent for the web.Advances in Neural Information Processing Systems, 36:28091–28114.

SkillEvolBench: Benchmarking the Evolution from Episodic Experience to Procedural Skills Mind2web: Towards a generalist agent for the web.Advances in Neural Information Processing Systems, 36:28091–28114

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T13:44:55.598644Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation cef02a0c-26b5-4cf1-a87e-8f88ef49cabd · outbound

This paper cites Mind2web 2: Evaluating agentic search with agent-as-a-judge.

SkillEvolBench: Benchmarking the Evolution from Episodic Experience to Procedural Skills Mind2web 2: Evaluating agentic search with agent-as-a-judge

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T13:44:55.528938Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 761d8794-18e5-4b99-bd69-6af478c80a62 · outbound

This paper cites OSWorld: Benchmarking multimodal agents for open-ended tasks in real computer envi- ronments.

SkillEvolBench: Benchmarking the Evolution from Episodic Experience to Procedural Skills OSWorld: Benchmarking multimodal agents for open-ended tasks in real computer envi- ronments

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T13:44:55.602323Z

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Observation 5747211c-32bf-4c40-a49a-777d7b649385 · outbound

This paper cites {$\tau$}-bench: A benchmark for \underline{T}ool-\underline{A}gent-\underline{U}ser interaction in real-world domains.

SkillEvolBench: Benchmarking the Evolution from Episodic Experience to Procedural Skills {$\tau$}-bench: A benchmark for \underline{T}ool-\underline{A}gent-\underline{U}ser interaction in real-world domains

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T13:44:55.542303Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 5777851b-7343-4efd-98dc-b7afa45929b1 · outbound

This paper cites an unresolved cited work.

SkillEvolBench: Benchmarking the Evolution from Episodic Experience to Procedural Skills Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-07-08T13:44:55.547456Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation dc0c27a1-f67c-4c24-9301-1017448e3390 · outbound

This paper cites Creator: Tool creation for disentangling abstract and concrete reasoning of large language models.

SkillEvolBench: Benchmarking the Evolution from Episodic Experience to Procedural Skills Creator: Tool creation for disentangling abstract and concrete reasoning of large language models

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T13:44:55.549379Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation c27ddc91-6ea4-4b77-be07-8114880860f2 · outbound

This paper cites Large language models as tool makers.

SkillEvolBench: Benchmarking the Evolution from Episodic Experience to Procedural Skills Large language models as tool makers

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T13:44:55.581857Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 186f7a18-7fd5-4d47-95c6-728b1253a3cd · outbound

This paper cites Voyager: An open-ended embodied agent with large language models.Transactionson Machine Learning Research, 2024.

SkillEvolBench: Benchmarking the Evolution from Episodic Experience to Procedural Skills Voyager: An open-ended embodied agent with large language models.Transactionson Machine Learning Research, 2024

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T13:44:55.589584Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation c11e5076-652f-4e9c-9fc3-db423adeb9b0 · outbound

This paper cites SkillRL: Evolving Agents via Recursive Skill-Augmented Reinforcement Learning.

SkillEvolBench: Benchmarking the Evolution from Episodic Experience to Procedural Skills SkillRL: Evolving Agents via Recursive Skill-Augmented Reinforcement Learning

Reference 22

Resolution: verified exact; local_arxiv, observed 2026-06-30T16:24:55.786954Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 0c409e9f-acae-46e2-842a-ec20f17f851a · outbound

This paper cites Autoskill: Experience-driven lifelong learning via skill self-evolution.

SkillEvolBench: Benchmarking the Evolution from Episodic Experience to Procedural Skills Autoskill: Experience-driven lifelong learning via skill self-evolution

Reference 23

Resolution: verified exact; arxiv_id, observed 2026-06-30T16:24:55.761096Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 641c77a4-23c7-40c8-9fa7-9f19bbb1974c · outbound

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

SkillEvolBench: Benchmarking the Evolution from Episodic Experience to Procedural Skills MemSkill: Learning and Evolving Memory Skills for Self-Evolving Agents

Reference 24

Resolution: verified exact; local_arxiv, observed 2026-06-30T16:24:55.773027Z

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Observation dfdcf636-6c71-43b2-8290-754d1dd81951 · outbound

This paper cites Memento-skills: Let agents design agents.

SkillEvolBench: Benchmarking the Evolution from Episodic Experience to Procedural Skills Memento-skills: Let agents design agents

Reference 25

Resolution: verified exact; arxiv_id, observed 2026-06-30T16:24:55.732983Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation c8d45707-d7c2-44f0-a562-b00d165f67b9 · outbound

This paper cites CoEvoSkills: Self-Evolving Agent Skills via Co-Evolutionary Verification.

SkillEvolBench: Benchmarking the Evolution from Episodic Experience to Procedural Skills CoEvoSkills: Self-Evolving Agent Skills via Co-Evolutionary Verification

Reference 26

Resolution: verified exact; local_arxiv, observed 2026-06-30T16:24:55.749054Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 5a759949-e869-4527-8bea-0e68c4639119 · outbound

This paper cites SkillClaw: Let Skills Evolve Collectively with Agentic Evolver.

SkillEvolBench: Benchmarking the Evolution from Episodic Experience to Procedural Skills SkillClaw: Let Skills Evolve Collectively with Agentic Evolver

Reference 27

Resolution: verified exact; local_arxiv, observed 2026-06-30T16:24:55.802454Z

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No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation e94ff909-d40c-4fba-8196-c61172e6e6cd · outbound

This paper cites Skillcraft: Can llm agents learn to use tools skillfully?.

SkillEvolBench: Benchmarking the Evolution from Episodic Experience to Procedural Skills Skillcraft: Can llm agents learn to use tools skillfully?

Reference 28

Resolution: verified exact; arxiv_id, observed 2026-06-30T16:24:55.878604Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation c149fd6d-040e-4cff-9592-ec13c0b6704a · outbound

This paper cites EvoSkill: Automated Skill Discovery for Multi-Agent Systems.

SkillEvolBench: Benchmarking the Evolution from Episodic Experience to Procedural Skills EvoSkill: Automated Skill Discovery for Multi-Agent Systems

Reference 29

Resolution: verified exact; local_arxiv, observed 2026-06-30T16:24:55.856592Z

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No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 039a008f-5141-4240-a6ac-15b213a35ccf · outbound

This paper cites SkillX: Automatically Constructing Skill Knowledge Bases for Agents.

SkillEvolBench: Benchmarking the Evolution from Episodic Experience to Procedural Skills SkillX: Automatically Constructing Skill Knowledge Bases for Agents

Reference 30

Resolution: verified exact; local_arxiv, observed 2026-06-30T16:24:55.838751Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 5464c59c-2bf7-4cef-b7d2-2fd291668115 · outbound

This paper cites Swe-skills-bench: Do agent skills actually help in real-world software engineering?.

SkillEvolBench: Benchmarking the Evolution from Episodic Experience to Procedural Skills Swe-skills-bench: Do agent skills actually help in real-world software engineering?

Reference 31

Resolution: verified exact; arxiv_id, observed 2026-06-30T16:24:55.826270Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 1fe35a08-7893-44a2-ad61-60f97e178316 · outbound

This paper cites Pinchbench: Real-world benchmarks for ai coding agents.https://github.com/pinchbench/skill, 2026.

SkillEvolBench: Benchmarking the Evolution from Episodic Experience to Procedural Skills Pinchbench: Real-world benchmarks for ai coding agents.https://github.com/pinchbench/skill, 2026

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T13:44:55.578167Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 626755fc-d18b-477f-ae81-11a389e37329 · outbound

This paper cites Skills: Public repository for agent skills.https://github.com/anthropics/skills, 2025.

SkillEvolBench: Benchmarking the Evolution from Episodic Experience to Procedural Skills Skills: Public repository for agent skills.https://github.com/anthropics/skills, 2025

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T13:44:55.580055Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 6c41bdce-82e4-421f-ba16-6f941b654351 · outbound

This paper cites Skill creator.https://claude.com/plugins/skill-creator, 2026.

SkillEvolBench: Benchmarking the Evolution from Episodic Experience to Procedural Skills Skill creator.https://claude.com/plugins/skill-creator, 2026

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T13:44:55.583674Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 3083755d-08f7-42f0-b9bf-895f3867a710 · outbound

This paper cites Claude code overview.https://code.claude.com/docs/en/overview, 2026.

SkillEvolBench: Benchmarking the Evolution from Episodic Experience to Procedural Skills Claude code overview.https://code.claude.com/docs/en/overview, 2026

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T13:44:55.585504Z

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No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 31e8c9ce-9afd-4b7f-b844-2d07d16c9bc8 · outbound

This paper cites Codex cli.https://developers.openai.com/codex/cli, 2026.

SkillEvolBench: Benchmarking the Evolution from Episodic Experience to Procedural Skills Codex cli.https://developers.openai.com/codex/cli, 2026

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T13:44:55.574302Z

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Observation 02a9f9c9-6547-4c14-a4e7-1dcdd8ac3642 · outbound

This paper cites fix the bug.

SkillEvolBench: Benchmarking the Evolution from Episodic Experience to Procedural Skills fix the bug

Reference 37

Resolution: verified exact; arxiv_id, observed 2026-06-30T16:24:55.815561Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 4f859658-6fc1-404f-9073-30ff6fa8198a · outbound

This paper cites Examples:`Dockerfile`,`Express middleware`,`JSON schema`, `LaTeX table`,`pytest fixture`,`verifier output`,`npm package`, `bearer token`,`trajectory.json`.

SkillEvolBench: Benchmarking the Evolution from Episodic Experience to Procedural Skills Examples:`Dockerfile`,`Express middleware`,`JSON schema`, `LaTeX table`,`pytest fixture`,`verifier output`,`npm package`, `bearer token`,`trajectory.json`

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T13:44:55.558428Z

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No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation b93557aa-93c4-4d48-8199-b538cdca661d · outbound

This paper cites Examples:`inspect`,`debug`,`validate`,`summarize`,`patch`, `compare`,`extract`,`aggregate`,`refactor`,`migrate`.

SkillEvolBench: Benchmarking the Evolution from Episodic Experience to Procedural Skills Examples:`inspect`,`debug`,`validate`,`summarize`,`patch`, `compare`,`extract`,`aggregate`,`refactor`,`migrate`

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T13:44:55.570245Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation b9417cb4-8bf0-4acd-92cd-a0661c566839 · outbound

This paper cites Use this skill when.

SkillEvolBench: Benchmarking the Evolution from Episodic Experience to Procedural Skills Use this skill when

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T13:44:55.572327Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 85a23181-264d-46e2-a3ea-75152dbdb16d · outbound

This paper cites Do not use this skill for X / Y.

SkillEvolBench: Benchmarking the Evolution from Episodic Experience to Procedural Skills Do not use this skill for X / Y

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T13:44:55.556608Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation be253f4e-c20b-487b-a6f7-a5e25ee48d5d · outbound

This paper cites The PASS branch and the FAIL branch ask for different things; do NOT substitute one for the other.

SkillEvolBench: Benchmarking the Evolution from Episodic Experience to Procedural Skills The PASS branch and the FAIL branch ask for different things; do NOT substitute one for the other

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T13:44:55.600439Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation fe1b1560-acd4-4448-b373-1e1771f03ea4 · outbound

This paper cites Use when debugging a software bug.

SkillEvolBench: Benchmarking the Evolution from Episodic Experience to Procedural Skills Use when debugging a software bug

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T13:44:55.563786Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 56d979e5-88a0-4972-8766-34e1b1b082fb · outbound

This paper cites -`narrow`-- tighten`description`/`## When to use`so the skill no longer triggers on the failing context.

SkillEvolBench: Benchmarking the Evolution from Episodic Experience to Procedural Skills -`narrow`-- tighten`description`/`## When to use`so the skill no longer triggers on the failing context

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T13:44:55.568087Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 5780f1fc-87e0-4236-9b2c-123850900167 · outbound

This paper cites when to read / run / copy.

SkillEvolBench: Benchmarking the Evolution from Episodic Experience to Procedural Skills when to read / run / copy

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T13:44:55.531278Z

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No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 57c38a48-63b8-4cb9-8a82-7eb5eeb44201 · outbound

This paper cites Skills in family.

SkillEvolBench: Benchmarking the Evolution from Episodic Experience to Procedural Skills Skills in family

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T13:44:55.603999Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation d481fb2f-1100-4402-9c6a-3764a579d0e9 · outbound

This paper cites - What context (file paths, schema names, exact APIs, conventions) did the agent have to discover at runtime? Encode it directly so future runs do not.

SkillEvolBench: Benchmarking the Evolution from Episodic Experience to Procedural Skills - What context (file paths, schema names, exact APIs, conventions) did the agent have to discover at runtime? Encode it directly so future runs do not

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T13:44:55.561949Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation f2036e00-5986-4cf7-8386-a649680bc455 · outbound

This paper cites Use this skill when.

SkillEvolBench: Benchmarking the Evolution from Episodic Experience to Procedural Skills Use this skill when

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T13:44:55.565834Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation c48e2b58-3b03-4150-ae72-b5b25cbdd828 · outbound

This paper cites Gotchas is usually the single highest-value section -- write it when the trajectory shows any near-miss or recovery.

SkillEvolBench: Benchmarking the Evolution from Episodic Experience to Procedural Skills Gotchas is usually the single highest-value section -- write it when the trajectory shows any near-miss or recovery

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T13:44:55.560161Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 1e782bdc-dc72-4f6d-9302-6ee37acd735b · outbound

This paper cites Alternatives.

SkillEvolBench: Benchmarking the Evolution from Episodic Experience to Procedural Skills Alternatives

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T13:44:55.554647Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 5a22978a-0bc9-45bf-a5ef-6d6d12f0e7be · outbound

This paper cites summary":.

SkillEvolBench: Benchmarking the Evolution from Episodic Experience to Procedural Skills summary":

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T13:44:55.594914Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 9494df2f-4d46-4417-9e18-e13b5a5f9c31 · outbound

This paper cites Inventing project quirks would mislead the agent.

SkillEvolBench: Benchmarking the Evolution from Episodic Experience to Procedural Skills Inventing project quirks would mislead the agent

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T13:44:55.607739Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation f4f8e081-08a3-42d6-a1be-be288a99e0bf · outbound

This paper cites Use this skill when.

SkillEvolBench: Benchmarking the Evolution from Episodic Experience to Procedural Skills Use this skill when

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T13:44:55.551075Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation a7d0e470-72c1-465d-83a7-3529f7dc9ca1 · outbound

This paper cites -`## When to use`-- bullet list of trigger conditions (cast wider than the description).

SkillEvolBench: Benchmarking the Evolution from Episodic Experience to Procedural Skills -`## When to use`-- bullet list of trigger conditions (cast wider than the description)

Reference 54

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T13:44:55.552962Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 454f1090-f1e4-45a6-a9cd-6ec2bef8bc99 · outbound

This paper cites an unresolved cited work.

SkillEvolBench: Benchmarking the Evolution from Episodic Experience to Procedural Skills Unresolved cited work

Reference 55

Resolution: unresolved; raw_fallback, observed 2026-07-08T13:44:55.540145Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 096bd114-f9e8-4d07-860d-1f08d3a23240 · outbound

This paper cites summary":.

SkillEvolBench: Benchmarking the Evolution from Episodic Experience to Procedural Skills summary":

Reference 56

Resolution: malformed identifier; raw_fallback, observed 2026-07-08T13:44:55.538458Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Coverage vector

Reference resolution

Outbound references

Pith citing papers