Agent skill

Hiascend Forum Analyzer

by ascend-ai-coding in ascend-ai-coding/awesome-ascend-skills

昇腾社区论坛问题分析工具,读取Excel格式的论坛帖子数据,自动筛选问题、故障、报错类帖子,获取帖子详细内容,并根据关键词进行多维度筛选分析,最终导出结构化的问题数据Excel报告。用于分析昇腾论坛中的技术问题、故障排查和报错处理相关帖子。

No licenceAuto-check passedDocuments & Office

Install Hiascend Forum Analyzer

skills CLI
$ npx skills add ascend-ai-coding/awesome-ascend-skills --skill hiascend-forum-analyzer -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install ascend-ai-coding/awesome-ascend-skills hiascend-forum-analyzer --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/ascend-ai-coding/awesome-ascend-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/agent-tools/hiascend-forum/hiascend-forum-analyzer .claude/skills/hiascend-forum-analyzer && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
hiascend-forum-analyzer
GitHub stars
174
Token cost
~1.6k tokens
SKILL.md length
228 words
Files
3 (incl. scripts, references)
Skills in repo
70
Repo updated
First seen
Licence
None found

At a glance

昇腾社区论坛问题分析工具,读取Excel格式的论坛帖子数据,自动筛选问题、故障、报错类帖子,获取帖子详细内容,并根据关键词进行多维度筛选分析,最终导出结构化的问题数据Excel报告。用于分析昇腾论坛中的技术问题、故障排查和报错处理相关帖子。

  • Works in 7 steps: 读取配置文件 → 读取并解析Excel数据 → 初步筛选(基于topicClassName和title) → …
  • Tasks that involve Excel spreadsheets
  • SKILL.md covers 功能概述, 输入数据格式, 配置文件 and 工作流程, plus 7 more sections
  • Runs Python scripts from its folder; calls python and pip; reaches hiascend.com

What it does

Hiascend Forum Analyzer is an agent skill from ascend-ai-coding/awesome-ascend-skills. 昇腾社区论坛问题分析工具,读取Excel格式的论坛帖子数据,自动筛选问题、故障、报错类帖子,获取帖子详细内容,并根据关键词进行多维度筛选分析,最终导出结构化的问题数据Excel报告。用于分析昇腾论坛中的技术问题、故障排查和报错处理相关帖子。

Its SKILL.md is about 1.6k tokens, which your agent loads only when the skill is triggered. The skill folder holds 4 other files, including scripts and reference files (for example `references/keywords.json` and `scripts/analyze_hiascend_issues.py`).

It sits in Documents & Office, covering Excel spreadsheets. It works with Microsoft Excel. The repository describes itself as: A comprehensive knowledge base for Huawei Ascend NPU development, structured as distributed Agent Skills. https://ascend-ai-coding.github.io/awesome-ascend-skills/.

When your agent uses it

  • Tasks that involve Excel spreadsheets

Example prompts

  • “/hiascend-forum-analyzer”

Requirements

  • Python 3

Workflow steps

7 steps, taken from the step headings in SKILL.md.

  1. 读取配置文件
  2. 读取并解析Excel数据
  3. 初步筛选(基于topicClassName和title)
  4. 获取帖子详细内容
  5. 数据结构重组
  6. 深度筛选(基于title和content)
  7. 数据导出

What it can do on your machine

Read from SKILL.md and the folder at commit 62a4ecb. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    Ships 1 file in scripts/ (Python), which the agent can run.

    Shell commands in SKILL.md call:

    • python
    • pip

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    Hosts in commands or code, which the agent is likely to contact:

    • hiascend.com

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Hiascend Forum Analyzer loads about 1.6k tokens when it runs, and up to ~1.9k if it reads all its reference files. Until then it costs about 36 tokens; SKILL.md has 228 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~36
When it runs · the whole SKILL.md, loaded when a task matches
~1.6k
With references · SKILL.md plus every file in references/, read only if the agent opens them
~1.9k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); the scripts in this folder are not scanned.

SKILL.md

Without a licence we can't republish the file, so here is its outline and opening line. It has 228 words (~1,596 tokens).

name
hiascend-forum-analyzer

Read the full SKILL.md on GitHub

Files

SKILL.md and 2 other files (scripts, references) in skills/agent-tools/hiascend-forum/hiascend-forum-analyzer of ascend-ai-coding/awesome-ascend-skills.

  • SKILL.md
  • references/keywords.json
  • scripts/analyze_hiascend_issues.py

Open the folder on GitHubat commit 62a4ecb

Compare with similar skills

Hiascend Forum Analyzer next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Hiascend Forum Analyzer compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Hiascend Forum Analyzer this skillascend-ai-coding/awesome-ascend-skills174—~1.6kAutomated safety check: PassNone
MarkitdownImCa0/just-laws78114 repos~3.2kAutomated safety check: NotesMIT
Data Table Managern8n-io/n8n207k—~2.3kAutomated safety check: PassCustom licence
Docx4jplutext/docx4j2.4k—~2.5kAutomated safety check: PassNone
Instrument Data To Allotropeaws-samples/amazon-bedrock-agents-healthcare-lifesciences2742 repos~2.7kAutomated safety check: PassApache-2.0
Cyber Pptcrazyykhllc-bit/CyberPPT1.8k—~10kAutomated safety check: PassMIT

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Works with

Questions about Hiascend Forum Analyzer

What does Hiascend Forum Analyzer do?

昇腾社区论坛问题分析工具,读取Excel格式的论坛帖子数据,自动筛选问题、故障、报错类帖子,获取帖子详细内容,并根据关键词进行多维度筛选分析,最终导出结构化的问题数据Excel报告。用于分析昇腾论坛中的技术问题、故障排查和报错处理相关帖子。. Hiascend Forum Analyzer is an agent skill from ascend-ai-coding/awesome-ascend-skills.

When should I use Hiascend Forum Analyzer?

Hiascend Forum Analyzer fits situations like: tasks that involve Excel spreadsheets.

How do I install Hiascend Forum Analyzer in Claude Code?

Run `npx skills add ascend-ai-coding/awesome-ascend-skills --skill hiascend-forum-analyzer -a claude-code`. Or copy the skill folder (skills/agent-tools/hiascend-forum/hiascend-forum-analyzer in ascend-ai-coding/awesome-ascend-skills) into .claude/skills/hiascend-forum-analyzer in your project. Claude Code loads it when a task matches its description.

How do I install Hiascend Forum Analyzer in Codex?

Run `npx skills add ascend-ai-coding/awesome-ascend-skills --skill hiascend-forum-analyzer -a codex`. Or copy the skill folder (skills/agent-tools/hiascend-forum/hiascend-forum-analyzer in ascend-ai-coding/awesome-ascend-skills) into .agents/skills/hiascend-forum-analyzer in your project. Codex loads it when a task matches its description.

Can I use Hiascend Forum Analyzer in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add ascend-ai-coding/awesome-ascend-skills --skill hiascend-forum-analyzer -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/hiascend-forum-analyzer, .gemini/skills/hiascend-forum-analyzer, .github/skills/hiascend-forum-analyzer and .opencode/skills/hiascend-forum-analyzer in your project.

What does Hiascend Forum Analyzer need to run?

Going by SKILL.md and its folder, Hiascend Forum Analyzer needs Python for the scripts in its folder and the command-line tools its instructions call (python and pip). Our summary lists: Python 3.

Does Hiascend Forum Analyzer access the network?

SKILL.md names 1 domain. In commands or code: hiascend.com; the agent is likely to contact it when it follows the instructions. This is read from the text; nothing was executed.

Is Hiascend Forum Analyzer safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.

What licence does Hiascend Forum Analyzer use?

No licence was found for Hiascend Forum Analyzer or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.

How many tokens does Hiascend Forum Analyzer use?

About 1.6k tokens (SKILL.md is roughly 6.4k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 324 tokens, read only when the agent opens those files.

What are the alternatives to Hiascend Forum Analyzer?

Skills that share tags, products or a category with Hiascend Forum Analyzer: Markitdown (ImCa0/just-laws, 781 stars), Data Table Manager (n8n-io/n8n, 207k stars), Docx4j (plutext/docx4j, 2.4k stars) and Instrument Data To Allotrope (aws-samples/amazon-bedrock-agents-healthcare-lifesciences, 274 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Hiascend Forum Analyzer?

ascend-ai-coding (a GitHub organization) maintains it in ascend-ai-coding/awesome-ascend-skills, which has 174 GitHub stars. The repository holds 70 skills in this directory. The repository was last updated on October 10, 2026.

Source: ascend-ai-coding/awesome-ascend-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.