Real Skill packageSource verifiedClawHub registry

Long Context Rag Analyzer

Analyze and optimize retrieval-augmented generation pipelines for 100K–2M token documents using hybrid search, chunking, reasoning, and structured reporting.

Identity and source

Publisher attributionlingfeng-19registry owner unverified by skillvetai
Functional categorySearch, Research & Knowledgeautomatically inferred · 76% rule confidence
Package forminstruction bundle2 recorded files
Canonical sourceClawHub registryclawhub:gechengling:long-context-rag-analyzer
Open canonical source ↗

Platform declarations

These states come from the source or distribution context. None of the entries below are SkillVetAI compatibility test results.

OpenClawnative officialProvenance: registry distribution

Independent structural checks

These checks parse the fixed package against dated platform rules. They do not execute the Skill or verify task behavior.

Claude Codeissues found
Checker 0.1.0 · agent-skills-2026-08-13+claude-code-docs-2026-08-13 · 9/23/2026.claude/skills/<skill-name>
1 structural issue
  • error: YAML frontmatter could not be parsed: Missing closing "quote at line 3, column 642: … research paper synthesis, 长上下文, Gemini 2M token, 文档理解, 向量检索, 混合检索, RAG优化, 知识库. ^ SKILL.md

Runtime, accounts, dependencies, permissions, network behavior and task quality remain untested.

OpenAI Codexissues found
Checker 0.1.0 · agent-skills-2026-08-13+codex-docs-2026-08-13 · 9/23/2026.agents/skills/<skill-name>
1 structural issue
  • error: YAML frontmatter could not be parsed: Missing closing "quote at line 3, column 642: … research paper synthesis, 长上下文, Gemini 2M token, 文档理解, 向量检索, 混合检索, RAG优化, 知识库. ^ SKILL.md

Runtime, accounts, dependencies, permissions, network behavior and task quality remain untested.

OpenClawissues found
Checker 0.1.0 · agent-skills-2026-08-13+openclaw-docs-2026-08-13 · 9/23/2026skills/<skill-name>
1 structural issue
  • error: YAML frontmatter could not be parsed: Missing closing "quote at line 3, column 642: … research paper synthesis, 长上下文, Gemini 2M token, 文档理解, 向量检索, 混合检索, RAG优化, 知识库. ^ SKILL.md

Runtime, accounts, dependencies, permissions, network behavior and task quality remain untested.

Installation and inspection

This command is recorded from the source ecosystem and resolves the registry's latest release. The fixed release shown on this page should be inspected before adoption.

clawhub install @gechengling/long-context-rag-analyzer
clawhub inspect @gechengling/long-context-rag-analyzer --version 3.0.3

Security evidence

SkillVetAI static result: medium signal

This automated, non-executing scan is bound to this release hash. It is not a safety certification and may contain false positives or false negatives.

Status
completed
Coverage
full text content
Files
2 / 2 inspected as text
Checked
9/23/2026, 1:28:05 PM
Scanner
0.1.3
Policy
1.0.3
1 automated finding
mediumSKILL.md YAML frontmatter is invalidSKILL.md:1 · confidence 100%Missing closing "quote at line 3, column 642: … research paper synthesis, 长上下文, Gemini 2M token, 文档理解, 向量检索, 混合检索, RAG优化, 知识库. ^
1 inferred permission indicators
  • network access — automatically inferred
1 dependency and API indicators
  • api: clawhub.ai
External clawhub result: clean

This is registry-supplied evidence for the recorded release, not an independent SkillVetAI scan. Check the canonical source for the full report, scanner versions, scope, and current moderation state.

Evidence checked
9/21/2026, 5:27:34 AM
Release binding
Matches this record
  • vt: clean
  • skillspector: clean
  • llm: clean

Recorded files

The catalog stores hashes and an inventory summary for change detection. It does not republish the package contents.

Package content hashsha256:4a29f82ba319dbb0b4af9d9651f9fc8a268d74668488d48193b8c29bf26da2d7
Show up to 2 recorded paths
  • skill-card.md
  • SKILL.md

Source changelog

3.0.3: 文档分类表新增推荐分块策略/失分点/敏感等级三列；分块策略矩阵新增表感知策略与优缺点代价列；检索指标新增引用覆盖率与表格一致率；新增故障排查表与评测报告模板；最佳实践扩至13条；动态更新至2026-09-21