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Idea Spark

作者 𝑠𝑝𝑖𝑑𝑒𝑦 · GitHub ↗ · v1.0.0
cross-platform ✓ 安全检测通过
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在 OpenClaw 中安装
/install idea-spark
功能描述
Generate project ideas based on a domain or interest. Use when the user asks for project ideas, wants inspiration, says 'what should I build', 'give me ideas...
使用说明 (SKILL.md)

Idea Spark

Generates actionable project ideas by scanning real pain points from Hacker News, Reddit, and GitHub, then optionally validates them with idea-check.

Workflow

1. Extract the domain

From the user's message, extract:

Field Notes
domain Area of interest (e.g. "developer tools", "health tracking", "AI agents")
count Number of ideas requested (default: 5)
type Project type if specified: CLI tool, API, bot, app, library (default: any)

If the domain is vague, ask for clarification before proceeding.

2. Research pain points

Run 3 searches in parallel using the built-in web_search tool to find real problems people are complaining about or requesting:

{ "tool": "web_search", "query": "site:news.ycombinator.com \"I wish\" OR \"someone should build\" OR \"why isn't there\" \x3Cdomain> 2025 2026" }
{ "tool": "web_search", "query": "site:reddit.com \"looking for\" OR \"is there a\" OR \"frustrated with\" \x3Cdomain> tool" }
{ "tool": "web_search", "query": "github.com trending \x3Cdomain> OR \"help wanted\" OR \"good first issue\" \x3Cdomain>" }

3. Synthesize ideas

From the search results, extract recurring themes and unmet needs. For each idea, produce:

Field Format
name Short project name (2-4 words)
pitch One-line description of what it does
pain The real problem it solves (with source: HN/Reddit/GitHub)
type CLI, API, bot, app, library, MCP server, OpenClaw skill
effort low / medium / high

Generate count ideas, ranked by how specific and actionable the pain point is.

4. Validate with idea-check (if available)

For each idea, run a quick validation:

{
  "tool": "exec",
  "command": "mcporter call idea-reality.idea_check idea_text=\"\x3Cpitch>\" depth=quick"
}

If mcporter or idea-reality is not available, skip this step and note that validation was not performed.

Add the reality_signal score to each idea. Flag ideas with signal > 70 as "crowded".

5. Present the results

Format — strict:

💡 Idea Spark — \x3Cdomain> — \x3Ccount> ideas

1. \x3Cname>
   \x3Cpitch>
   Pain: \x3Cpain> (source)
   Type: \x3Ctype> · Effort: \x3Ceffort> · Signal: \x3Cscore>/100 \x3Cstatus>

2. ...

Status mapping:

  • Signal \x3C 30: "open field"
  • Signal 30-70: "some competition"
  • Signal > 70: "crowded"
  • Not checked: "not validated"

6. Follow-up

After presenting, suggest:

  • "Want me to deep-check any of these?" → run idea-check with depth=deep
  • "Want me to start building #N?" → proceed with development

7. Error handling

  • If web searches return no results → broaden the domain, try without site filters
  • If all ideas score > 70 → tell the user the space is saturated, suggest narrowing the niche
  • If mcporter is not available → present ideas without validation, mention idea-check for later
  • If the domain is too broad (e.g. "tech") → ask the user to narrow down

Examples

User says Domain Action
"Give me 5 project ideas for developer tools" developer tools Search HN/Reddit/GitHub, generate 5 ideas, validate each
"What should I build in the AI agent space?" AI agents Search for pain points, generate ideas, validate
"I want to build something with MCP servers" MCP servers Focus on MCP ecosystem gaps, generate ideas
"Startup ideas around health tracking" health tracking Search for unmet needs, generate ideas, flag crowded ones
安全使用建议
This skill is internally coherent: it will perform web searches to find pain points and optionally call a local/external validation tool if present. Before installing, be aware that: (1) web_search queries will send search terms (the user's domain) to the internet; (2) if you have 'mcporter' and the 'idea-reality' MCP server installed, the skill may invoke them and send idea text for validation — review that server's privacy/trustworthiness if concerned. If you do not want external validation, do not install or enable the 'idea-check'/'mcporter' components; the core idea generation works without them.
功能分析
Type: OpenClaw Skill Name: idea-spark Version: 1.0.0 The idea-spark skill is a legitimate tool designed to generate project ideas by searching public forums like Hacker News, Reddit, and GitHub using the built-in web_search tool. It optionally integrates with another skill (idea-check) via the mcporter command for idea validation, and its instructions in SKILL.md are strictly aligned with its stated purpose without any signs of data exfiltration, malicious execution, or prompt injection attacks.
能力评估
Purpose & Capability
Name/description match the runtime instructions: the skill performs web searches on Hacker News, Reddit, and GitHub to synthesize project ideas. It does not request unrelated credentials, binaries, or config paths.
Instruction Scope
Instructions are narrowly scoped to running web_search queries and summarizing results. One optional step uses exec to call 'mcporter call idea-reality.idea_check' for validation if that tool/server is available; this will send idea text to that external validation service when present. The skill does not instruct reading local files or environment variables.
Install Mechanism
No install spec and no code files — instruction-only, so nothing is written to disk or downloaded by the skill itself.
Credentials
No environment variables, credentials, or config paths are requested. The optional validation step depends on an external MCP tool if the user has it installed; that is proportional to the advertised 'validation' feature.
Persistence & Privilege
always is false and the skill is user-invocable; it does not request permanent presence or elevated privileges and does not modify other skills or system settings.
如何使用
  1. 确保已安装 OpenClaw(本地或 Docker 部署)
  2. 在对话框中输入安装命令:/install idea-spark
  3. 安装完成后,直接呼叫该 Skill 的名称或使用 /idea-spark 触发
  4. 根据 Skill 的参数说明提供必要输入,即可获得结构化输出
版本历史
v1.0.0
Initial release.
v0.0.0-pr-check
Slug availability check
元数据
Slug idea-spark
版本 1.0.0
许可证
累计安装 0
当前安装数 0
历史版本数 2
常见问题

Idea Spark 是什么?

Generate project ideas based on a domain or interest. Use when the user asks for project ideas, wants inspiration, says 'what should I build', 'give me ideas... 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件,目前累计下载 303 次。

如何安装 Idea Spark?

在 OpenClaw 或 Claude Code 对话框中运行命令「/install idea-spark」即可一键安装,无需额外配置。

Idea Spark 是免费的吗?

是的,Idea Spark 完全免费(开源免费),可自由下载、安装和使用。

Idea Spark 支持哪些平台?

Idea Spark 跨平台运行,可在任意部署了 OpenClaw / Claude Code 的环境中使用(cross-platform)。

谁开发了 Idea Spark?

由 𝑠𝑝𝑖𝑑𝑒𝑦(@spideystreet)开发并维护,当前版本 v1.0.0。

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