Paper Citation Record · LEDGER

Skills Know Their Neighbors: Cluster-Contrastive Capability Pages for Skill Retrieval

As of 22 August 2026, this Paper Citation Record lists 20 of 20 outbound references and 0 inbound Pith citation observations for arXiv:2608.04482.

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

pith.paper-citation-record.v1
2608.04482 v1

Coverage vector

measured 20 of 20 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T14:42:14.398876Z

measured 20 of 20 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

20 of 20 outbound references displayed

verified exact2
verified fuzzy1
unresolved17
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a2c647bb-9b22-463b-8ad4-80f295ade5b1 · outbound

This paper cites SkillDAG: Self-Evolving Typed Skill Graphs for LLM Skill Selection at Scale.

Skills Know Their Neighbors: Cluster-Contrastive Capability Pages for Skill Retrieval SkillDAG: Self-Evolving Typed Skill Graphs for LLM Skill Selection at Scale

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-15T14:42:14.344389Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation db3b6ec5-f14c-47a9-8201-c7d13b4ef226 · outbound

This paper cites DeepSeek-V4: Towards highly eﬀicient million-token context intelligence.

Skills Know Their Neighbors: Cluster-Contrastive Capability Pages for Skill Retrieval DeepSeek-V4: Towards highly eﬀicient million-token context intelligence

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-15T14:42:14.354322Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c6d2f648-16d7-49a7-abb3-d4fdf5c775e5 · outbound

This paper cites Right Family, Wrong Skill: Benchmarking Risk Exposure in Agent Skill Retrieval.

Skills Know Their Neighbors: Cluster-Contrastive Capability Pages for Skill Retrieval Right Family, Wrong Skill: Benchmarking Risk Exposure in Agent Skill Retrieval

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-15T14:42:14.356975Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4097d5ee-841c-4d5e-bb15-2e91d79fe287 · outbound

This paper cites Precise Zero-Shot Dense Retrieval without Relevance Labels.

Skills Know Their Neighbors: Cluster-Contrastive Capability Pages for Skill Retrieval Precise Zero-Shot Dense Retrieval without Relevance Labels

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-15T14:42:14.359725Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bf04dce9-9f32-4e75-bcdd-dfb27ac0f374 · outbound

This paper cites From Skill Text to Skill Structure: The Scheduling-Structural-Logical Representation for Agent Skills.

Skills Know Their Neighbors: Cluster-Contrastive Capability Pages for Skill Retrieval From Skill Text to Skill Structure: The Scheduling-Structural-Logical Representation for Agent Skills

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-15T14:42:14.368491Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9acd4377-4193-478a-8a4d-010a8c038cf3 · outbound

This paper cites Graph-of-Skills: Dependency-Aware Structural Retrieval for Massive Agent Skills.

Skills Know Their Neighbors: Cluster-Contrastive Capability Pages for Skill Retrieval Graph-of-Skills: Dependency-Aware Structural Retrieval for Massive Agent Skills

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-15T14:42:14.371005Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d19cd087-dd13-47aa-b45b-5892f163160f · outbound

This paper cites Trace2Skill: Distill Trajectory-Local Lessons into Transferable Agent Skills.

Skills Know Their Neighbors: Cluster-Contrastive Capability Pages for Skill Retrieval Trace2Skill: Distill Trajectory-Local Lessons into Transferable Agent Skills

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-15T14:42:14.373864Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9fc6c315-6691-48c4-aa2d-bb4cc2469f0c · outbound

This paper cites Document Expansion by Query Prediction.

Skills Know Their Neighbors: Cluster-Contrastive Capability Pages for Skill Retrieval Document Expansion by Query Prediction

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-15T14:42:14.376551Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f92d4f72-2522-4675-9861-c3587e7d0659 · outbound

This paper cites Don't Retrieve, Navigate: Distilling Enterprise Knowledge into Navigable Agent Skills for QA and RAG.

Skills Know Their Neighbors: Cluster-Contrastive Capability Pages for Skill Retrieval Don't Retrieve, Navigate: Distilling Enterprise Knowledge into Navigable Agent Skills for QA and RAG

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-15T14:42:14.382019Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f7402ea9-a8bb-4392-8de7-f750278b9e41 · outbound

This paper cites Gemma 4 Technical Report.

Skills Know Their Neighbors: Cluster-Contrastive Capability Pages for Skill Retrieval Gemma 4 Technical Report

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-15T14:42:14.384732Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5ac2ee6e-0419-4cb3-a09a-cb0a6d6fd882 · outbound

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

Skills Know Their Neighbors: Cluster-Contrastive Capability Pages for Skill Retrieval SkillX: Automatically Constructing Skill Knowledge Bases for Agents

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-15T14:42:14.387432Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 36e6200e-b324-4d97-90e8-cf3d6f1c199f · outbound

This paper cites SkillSmith: Compiling Agent Skills into Boundary-Guided Runtime Interfaces.

Skills Know Their Neighbors: Cluster-Contrastive Capability Pages for Skill Retrieval SkillSmith: Compiling Agent Skills into Boundary-Guided Runtime Interfaces

Reference 17

Resolution: verified exact; local_arxiv, observed 2026-08-15T14:42:14.443555Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation f57a99eb-5f17-4f64-9fbc-1959fb964abe · outbound

This paper cites Qwen3 Technical Report.

Skills Know Their Neighbors: Cluster-Contrastive Capability Pages for Skill Retrieval Qwen3 Technical Report

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-15T14:42:14.393230Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9f2eed87-1165-4e51-b298-d667f27235fa · outbound

This paper cites Qwen3 Embedding: Advancing Text Embedding and Reranking Through Foundation Models.

Skills Know Their Neighbors: Cluster-Contrastive Capability Pages for Skill Retrieval Qwen3 Embedding: Advancing Text Embedding and Reranking Through Foundation Models

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-15T14:42:14.396095Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a9e8f741-1d87-4ec6-89a0-67630f3510f4 · outbound

This paper cites SkillRouter: Skill Routing for LLM Agents at Scale.

Skills Know Their Neighbors: Cluster-Contrastive Capability Pages for Skill Retrieval SkillRouter: Skill Routing for LLM Agents at Scale

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-15T14:42:14.398876Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation de835e77-c589-411e-9538-cd684c837871 · outbound

This paper cites Skill Retrieval Augmentation for Agentic AI.

Skills Know Their Neighbors: Cluster-Contrastive Capability Pages for Skill Retrieval Skill Retrieval Augmentation for Agentic AI

Reference 2009

Resolution: unresolved; no resolver link, observed 2026-08-15T14:42:14.379398Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 035fa4d8-cc1b-4346-b639-1e6171527850 · outbound

This paper cites SkillWiki: A living knowledge infrastruc- ture for agent skills.

Skills Know Their Neighbors: Cluster-Contrastive Capability Pages for Skill Retrieval SkillWiki: A living knowledge infrastruc- ture for agent skills

Reference 2023

Resolution: verified exact; raw_fallback, observed 2026-08-15T14:42:14.568346Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 255f5bc4-cf0e-464b-93c6-7ac8bad6e88f · outbound

This paper cites SkillRet: A Large-Scale Benchmark for Skill Retrieval in LLM Agents.

Skills Know Their Neighbors: Cluster-Contrastive Capability Pages for Skill Retrieval SkillRet: A Large-Scale Benchmark for Skill Retrieval in LLM Agents

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-15T14:42:14.351255Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2291853d-5acc-498a-9c13-6844192de986 · outbound

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

Skills Know Their Neighbors: Cluster-Contrastive Capability Pages for Skill Retrieval SkillsBench: Benchmarking How Well Agent Skills Work Across Diverse Tasks

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-15T14:42:14.365606Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation efc85de8-0278-4546-9732-37a3886c79f8 · outbound

This paper cites M3-Embedding: Multi-linguality, multi-functionality, multi-granularity text embeddings through self-knowledge distillation.

Skills Know Their Neighbors: Cluster-Contrastive Capability Pages for Skill Retrieval M3-Embedding: Multi-linguality, multi-functionality, multi-granularity text embeddings through self-knowledge distillation

Reference 2026

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T14:42:14.628687Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Pith citing papers

No inbound Pith citation observations are available.