Real Skill packageSource verifiedClawHub registry

sn-da-large-file-analysis

万行以上 Excel 数据集的高性能分析引擎。提供 openpyxl read_only 流式读取(iter_rows 支持 10 万行以上)、Parquet 转换加速、内存优化、分块处理和大文件写入模式。**遇到以下任一情况就主动使用本 skill**:①数据行数 ≥ 10k(由 sn-da-excel-workflow 的行数评估步骤触发);②用户出现触发词:大文件 / 大数据量 / 性能优化 / 内存不足 / OOM / 百万行 / 十万行 / 流式读取 / Parquet / 分块处理 / large file / big data / streaming read / chunked processing;③直接使用 pd.read_excel() 导致超时或内存溢出;④用户明确要求对大规模数据集进行高性能处理。仅不用于:小于 10k 行的常规 Excel 分析(使用 sn-da-excel-workflow 即可)。

Identity and source

Publisher attributionSenseNova-Skillsregistry owner unverified by skillvetai
Functional categoryData, Spreadsheets & Analyticsautomatically inferred · 59% rule confidence
Package forminstruction bundle2 recorded files
Canonical sourceClawHub registryclawhub:sensenova-skills:sn-da-large-file-analysis
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 Codepasses structure
Checker 0.1.0 · agent-skills-2026-08-13+claude-code-docs-2026-08-13 · 8/19/2026.claude/skills/sn-da-large-file-analysis

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

OpenAI Codexpasses structure
Checker 0.1.0 · agent-skills-2026-08-13+codex-docs-2026-08-13 · 8/19/2026.agents/skills/sn-da-large-file-analysis

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

OpenClawpasses structure
Checker 0.1.0 · agent-skills-2026-08-13+openclaw-docs-2026-08-13 · 8/19/2026skills/sn-da-large-file-analysis

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 @sensenova-skills/sn-da-large-file-analysis
clawhub inspect @sensenova-skills/sn-da-large-file-analysis --version 2026.8.19

Security evidence

SkillVetAI static result: no findings detected

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Status
completed
Coverage
full text content
Files
2 / 2 inspected as text
Checked
8/19/2026, 4:03:31 AM
Scanner
0.1.3
Policy
1.0.3
2 inferred permission indicators
  • network access — automatically inferred
  • filesystem write — 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
8/19/2026, 3:58:59 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 hashsha256:15ccff0161b1a1293530978b9d603ee6961767a1d6732ef681916d626d1a8530
Show up to 2 recorded paths
  • skill-card.md
  • SKILL.md

Source changelog

sn-da-large-file-analysis 2026.8.19 - Completely rewritten and expanded documentation in SKILL.md with full method explanations, code snippets, and strict usage rules. - Enforces mandatory use for Excel files with ≥10,000 rows and provides clear prohibited operations for large-scale processing. - Introduces high-performance techniques: streaming reads with openpyxl, chunked Parquet export, and automatic memory/type optimizations. - Step-by-step guidance for environment setup, font configuration (no font searches), and efficient large file writing/export strategies. - Designed to seamlessly optimize large Excel datasets; not triggered for small (<10k rows) files.