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Idea Spark

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...
根据用户提供的领域或兴趣生成项目创意。当用户询问项目想法、寻求灵感、说“应该做什么项目”或“给我点想法”等时使用。
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开发者工具 clawhub v1.0.0 1 版本 100000 Key: 无需
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概述

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:

FieldNotes
--------------
domainArea of interest (e.g. "developer tools", "health tracking", "AI agents")
countNumber of ideas requested (default: 5)
typeProject 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\" <domain> 2025 2026" }
{ "tool": "web_search", "query": "site:reddit.com \"looking for\" OR \"is there a\" OR \"frustrated with\" <domain> tool" }
{ "tool": "web_search", "query": "github.com trending <domain> OR \"help wanted\" OR \"good first issue\" <domain>" }

3. Synthesize ideas

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

FieldFormat
---------------
nameShort project name (2-4 words)
pitchOne-line description of what it does
painThe real problem it solves (with source: HN/Reddit/GitHub)
typeCLI, API, bot, app, library, MCP server, OpenClaw skill
effortlow / 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=\"<pitch>\" 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 — <domain> — <count> ideas

1. <name>
   <pitch>
   Pain: <pain> (source)
   Type: <type> · Effort: <effort> · Signal: <score>/100 <status>

2. ...

Status mapping:

  • Signal < 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 saysDomainAction
---------------------------
"Give me 5 project ideas for developer tools"developer toolsSearch HN/Reddit/GitHub, generate 5 ideas, validate each
"What should I build in the AI agent space?"AI agentsSearch for pain points, generate ideas, validate
"I want to build something with MCP servers"MCP serversFocus on MCP ecosystem gaps, generate ideas
"Startup ideas around health tracking"health trackingSearch for unmet needs, generate ideas, flag crowded ones

版本历史

共 1 个版本

  • v1.0.0 当前
    2026-03-30 15:14 安全 安全

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