Agent skill

Ie Generate Insight

by wpsnote in wpsnote/wpsnote-skills

将推理分析结果转化为可阅读的洞见文本,生成下一步探索建议,展示想法的演化路径。当用户提到"生成洞见"、"给我灵感"、"启发我"、"下一步探索什么"、"想法是怎么演变的"等需要从分析结果中提炼启发性内容的场景时使用此技能。此技能属于灵感引擎(ie-)洞见层,专门负责将结构化推理结果转化为人类可读的灵感内容,不涉及笔记检索或关系分析。

No licenceAuto-check passed

Install Ie Generate Insight

skills CLI
$ npx skills add wpsnote/wpsnote-skills --skill ie-generate-insight -a claude-code

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

GitHub CLI
$ gh skill install wpsnote/wpsnote-skills ie-generate-insight --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/wpsnote/wpsnote-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/ie-generate-insight .claude/skills/ie-generate-insight && 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
ie-generate-insight
GitHub stars
179
Token cost
~605 tokens
SKILL.md length
103 words
Files
1
Skills in repo
29
Repo updated
First seen
Licence
None found

At a glance

将推理分析结果转化为可阅读的洞见文本,生成下一步探索建议,展示想法的演化路径。当用户提到"生成洞见"、"给我灵感"、"启发我"、"下一步探索什么"、"想法是怎么演变的"等需要从分析结果中提炼启发性内容的场景时使用此技能。此技能属于灵感引擎(ie-)洞见层,专门负责将结构化推理结果转化为人类可读的灵感内容,不涉及笔记检索或关系分析。

  • Works in 4 steps: 从推理层的连接假设中,选择置信度为"中"或"高"的条目 → 将连接假设转化为自然语言的洞见描述 → 引用原始笔记内容作为支撑 → …
  • SKILL.md covers 适用场景, 不适用场景, 三种生成能力 and 输入要求, plus 2 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Ie Generate Insight is an agent skill from wpsnote/wpsnote-skills. 将推理分析结果转化为可阅读的洞见文本,生成下一步探索建议,展示想法的演化路径。当用户提到"生成洞见"、"给我灵感"、"启发我"、"下一步探索什么"、"想法是怎么演变的"等需要从分析结果中提炼启发性内容的场景时使用此技能。此技能属于灵感引擎(ie-)洞见层,专门负责将结构化推理结果转化为人类可读的灵感内容,不涉及笔记检索或关系分析。

Its SKILL.md is about 610 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

Example prompts

  • “下一步探索什么”
  • “想法是怎么演变的”
  • “/ie-generate-insight”

Workflow steps

4 steps, taken from the first numbered list in SKILL.md.

  1. 从推理层的连接假设中,选择置信度为"中"或"高"的条目
  2. 将连接假设转化为自然语言的洞见描述
  3. 引用原始笔记内容作为支撑
  4. 点明这个洞见的潜在价值

What it can do on your machine

Read from SKILL.md and the folder at commit 2d9885d. 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

    No scripts in the folder and no shell commands in SKILL.md.

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

  • Network

    No URLs in SKILL.md.

    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

Ie Generate Insight loads about 605 tokens when it runs. Until then it costs about 47 tokens; SKILL.md has 103 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~47
When it runs · the whole SKILL.md, loaded when a task matches
~605

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); files beside SKILL.md are not scanned.

SKILL.md

Without a licence we can't republish the file, so here is its outline and opening line. It has 103 words (~605 tokens).

name
ie-generate-insight

Read the full SKILL.md on GitHub

Files

Just SKILL.md in skills/ie-generate-insight of wpsnote/wpsnote-skills.

Open the folder on GitHubat commit 2d9885d

Compare with similar skills

Ie Generate Insight 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.

Ie Generate Insight compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Ie Generate Insight this skillwpsnote/wpsnote-skills179—~605Automated safety check: PassNone
Formatting Insight AxesPostHog/posthog40k—~2.1kAutomated safety check: PassCustom licence
Insight Error Pagevercel/next.js143k—~5.5kAutomated safety check: PassMIT
Insightsrohitg00/pro-workflow2.9k—~719Automated safety check: PassNone
Creating Box Plot InsightsPostHog/posthog40k—~1.1kAutomated safety check: PassCustom licence
Signals Scout Insight AlertsPostHog/posthog40k—~3.8kAutomated safety check: PassCustom licence

Similar skills

  • Official

    Pick the right y-axis unit when creating or updating an insight via posthog:insight-create or posthog:insight-update — both TrendsQuery (trendsFilter.aggregationAxisFormat) and SQL insights…

    40k GitHub stars~2.1k tokensUpdated today
    DatabasesAuto-check passed
  • Insight Error Page

    vercel/next.js

    Official

    Write or audit an insight-kind error page for the Next.js dev overlay.

    143k GitHub stars~5.5k tokensUpdated today
    Writing & ContentAuto-check passed
  • Insights

    rohitg00/pro-workflow

    Show session analytics, learning patterns, correction trends, heatmaps, and productivity metrics.

    2.9k GitHub stars~719 tokensUpdated 10 days ago
    Agent WorkflowsAuto-check passed
  • Official

    Creates product analytics or SQL-backed box plot insights in PostHog.

    40k GitHub stars~1.1k tokensUpdated today
    Data & AnalyticsAuto-check passed
  • Official

    Signals scout over the project's configured insight alerts. An agent skill from PostHog/posthog.

    40k GitHub stars~3.8k tokensUpdated today
    Auto-check passed
  • Converts engineering analytics (PR / CI) data into saved PostHog insights, dashboards, and subscriptions, and explains how to query the product data directly with SQL.

    40k GitHub stars~2.9k tokensUpdated today
    Testing & QAAuto-check passed

More from wpsnote/wpsnote-skills

All 29 skills in this repo
  • Skill Creator

    wpsnote/wpsnote-skills

    Create new skills or improve existing skills by clarifying intent, drafting SKILL.md instructions, organizing supporting resources, and doing lightweight manual review.

    179 GitHub stars~1.3k tokensUpdated 4 mo ago
    Auto-check passed
  • Content Digest

    wpsnote/wpsnote-skills

    将任意内容提炼为结构化知识笔记,自动保存到 WPS 笔记。只要用户给出任何内容(链接、图片、本地文件、粘贴文字)并有保存笔记的意图,就应使用此 skill。常见触发词:「总结」「提炼」「做笔记」「读书笔记」「学习笔记」「整理成笔记」「帮我看看」「帮我解读」「记一下」「存下来」「整理一下」「帮我归纳」。也适用于用户直接给出…

    179 GitHub stars~1.7k tokensUpdated 4 mo ago
    Auto-check passed
  • Content Creator

    wpsnote/wpsnote-skills

    【内容创作起点】用户想要写文章/公众号/文案时的首选skill. An agent skill from wpsnote/wpsnote-skills.

    179 GitHub stars~1.2k tokensUpdated 4 mo ago
    Auto-check passed
  • Doc Importer

    wpsnote/wpsnote-skills

    将本地文档批量导入到 WPS 笔记。支持扫描 Obsidian Vault、思源笔记、微信公众号存档、 下载目录或任意用户指定目录,自动识别 HTML、Markdown、PDF、DOCX、PPTX、XLSX 等格式, 转换为 WPS 笔记可读内容并保留图片和富文本格式。

    179 GitHub stars~2.7k tokensUpdated 4 mo ago
    Auto-check passed
  • Image Gen

    wpsnote/wpsnote-skills

    AI 图像生成助手,支持文生图和图生图,对接 OpenRouter / 阿里云百炼 / 火山方舟 / Google Gemini。

    179 GitHub stars~1.3k tokensUpdated 4 mo ago
    Auto-check passed
  • Literature Reader

    wpsnote/wpsnote-skills

    阅读、分析并总结学术文献(PDF论文),生成结构化的文献概要笔记。核心能力:论文元信息提取、研究问题识别、方法论梳理、实验结果分析、个人评价生成,以及多篇文献横向对比。支持中英文论文、单篇精读与批量文献综述。当用户提供 PDF 论文文件、要求阅读文献、总结论文、文献综述、论文概要、论文精读、paper summary、paper review、读论文、读…

    179 GitHub stars~793 tokensUpdated 4 mo ago
    Auto-check passed

Questions about Ie Generate Insight

What does Ie Generate Insight do?

将推理分析结果转化为可阅读的洞见文本,生成下一步探索建议,展示想法的演化路径。当用户提到"生成洞见"、"给我灵感"、"启发我"、"下一步探索什么"、"想法是怎么演变的"等需要从分析结果中提炼启发性内容的场景时使用此技能。此技能属于灵感引擎(ie-)洞见层,专门负责将结构化推理结果转化为人类可读的灵感内容,不涉及笔记检索或关系分析。. Ie Generate Insight is an agent skill from wpsnote/wpsnote-skills.

How do I install Ie Generate Insight in Claude Code?

Run `npx skills add wpsnote/wpsnote-skills --skill ie-generate-insight -a claude-code`. Or copy the skill folder (skills/ie-generate-insight in wpsnote/wpsnote-skills) into .claude/skills/ie-generate-insight in your project. Claude Code loads it when a task matches its description.

How do I install Ie Generate Insight in Codex?

Run `npx skills add wpsnote/wpsnote-skills --skill ie-generate-insight -a codex`. Or copy the skill folder (skills/ie-generate-insight in wpsnote/wpsnote-skills) into .agents/skills/ie-generate-insight in your project. Codex loads it when a task matches its description.

Can I use Ie Generate Insight 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 wpsnote/wpsnote-skills --skill ie-generate-insight -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/ie-generate-insight, .gemini/skills/ie-generate-insight, .github/skills/ie-generate-insight and .opencode/skills/ie-generate-insight in your project.

What does Ie Generate Insight need to run?

SKILL.md names no scripts, command-line tools or credentials: Ie Generate Insight is instructions for the agent only.

Does Ie Generate Insight access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Ie Generate Insight 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. Review the folder before installing.

What licence does Ie Generate Insight use?

No licence was found for Ie Generate Insight or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.

How many tokens does Ie Generate Insight use?

About 605 tokens (SKILL.md is roughly 2.4k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Ie Generate Insight?

Skills that share tags, products or a category with Ie Generate Insight: Formatting Insight Axes (PostHog/posthog, 40k stars), Insight Error Page (vercel/next.js, 143k stars), Insights (rohitg00/pro-workflow, 2.9k stars) and Creating Box Plot Insights (PostHog/posthog, 40k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Ie Generate Insight?

wpsnote (a GitHub organization) maintains it in wpsnote/wpsnote-skills, which has 179 GitHub stars. The repository holds 29 skills in this directory. The repository was last updated on May 25, 2026.

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