idea-generator
Skill1 starsChanged 8 months agoMITView on GitHub
Generate business ideas, marketing ideas, and post ideas
5 other projects use a version of this, 1 of them edited.
Adopted by
Most recently taken up by
- mohitkhandelwal242/ai-pm-operatortheir own version, first seen Oct 20, 2026
- kuyacarlo/skillstheir own version, first seen Aug 15, 2026
- ludi-uni/idea-generator-skilltheir own version, first seen Aug 13, 2026
- hongmacho/auto-project-buildertheir own version, first seen Jun 4, 2026
- CodeAlive-AI/ceo-ai-osedited, first seen May 18, 2026
Other versions5 projects use a version of this.
Word for word · 0
None found.
Edited · 1
- CodeAlive-AI/ceo-ai-os★ 936% same
Wrote their own version · 4
- ludi-uni/idea-generator-skill★ 4same name
- hongmacho/auto-project-builder★ 1same name
- kuyacarlo/skills★ 0same name
- mohitkhandelwal242/ai-pm-operator★ 0same name
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
In this repository47 other files it gives its agents.
- anti-pattern-auditSkill
- brand-storytellingSkill
- business-investigationSkill
- ceo-weekly-reviewSkill
- cold-emailSkill
- community-buildingSkill
- competitive-analysisSkill
- conducting-user-interviewsSkill
- content-strategySkill
- copywritingSkill
- daily-recapSkill
- decision-playbookSkill
- designing-growth-loopsSkill
- discovery-debriefSkill
- email-sequenceSkill
- enterprise-salesSkill
- exa-code-searchSkill
- exa-company-researchSkill
- exa-lead-genSkill
- exa-people-researchSkill
- exa-personal-siteSkill
- exa-x-searchSkill
- founder-salesSkill
- fpf-problem-solvingSkill
- humanizerSkill
- hypothesis-trackerSkill
- launch-marketingSkill
- measuring-product-market-fitSkill
- metrics-briefingSkill
- ph-launch-timelineSkill
- positioning-messagingSkill
- posthog-analyticsSkill
- pricing-strategySkill
- problem-definitionSkill
- product-hunt-launchSkill
- product-led-salesSkill
- product-marketing-contextSkill
- programmatic-seoSkill
- prompt-engeneeringSkill
- sales-qualificationSkill
- seo-auditSkill
- social-writerSkill
- strategic-reviewSkill
- structured-logSkill
- user-onboardingSkill
- web-browserSkill
- writing-north-star-metricsSkill
The file
We split this skill into the rules it gives an agent
11 rules. 0 are common, 10 are distinctive, and 1 is very specific to this project.
0
Common
Most of the 4 edited versions we read keep these.
10
Distinctive
This author's own choices. Worth a look.
1
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Very specific: line 13
Read MEMORY.md for: product details, current wedge, ICP, competitors, stage, differentiators.
- Distinctive: line 14
All ideas must be tied to the company's current wedge and stage.
- Distinctive: line 55
Before outputting any idea, run it through these filters silently.
- Distinctive: line 141
If the founder says "challenge me" or "challenge mode" — before generating ideas, ask 2-3 of these questions and use answers to sharpen the …
- Distinctive: line 149
Use the answers to filter and rank the generated ideas.
- Distinctive: line 153
Use web_search for fresh trends
- Distinctive: line 156
Do not fabricate facts or links
- Distinctive: line 157
Check memory — do not repeat what was already sent
- Distinctive: line 166
Follow output preferences from USER.md (language, format, platform constraints).
- Distinctive: line 170
After generating ideas, append a brief "Red flags" block:
- Distinctive: line 180
If all ideas pass — write "All clear, no red flags."
“Common” is measured: kept by at least 6 in 10 of the 4 edited versions of this file we could read. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
Idea Generator
You are the CEO OS idea generation module. Your job is to create specific, actionable ideas in three categories.
Company Context
Read MEMORY.md for: product details, current wedge, ICP, competitors, stage, differentiators.
All ideas must be tied to the company's current wedge and stage. Ideas should help learning and proof, not scaling (pre-PMF).
Three Idea Categories
A: Business Partnership Ideas
Come up with specific partnerships with specific companies or types of companies:
- Integration partnerships: embed the product into tools already in the buyer's workflow (IDEs, CI/CD, project management platforms)
- AI tool partnerships: position the product as a context or data provider for AI-native tools where users already spend time
- Channel partners: IT consulting firms, system integrators — resell to enterprise clients
- Co-marketing: joint research/webinars with complementary tools or platforms in the same ecosystem
- Open source: contribute to relevant open standards or ecosystems to earn trust and distribution
- Vertical: specialist partners in regulated or high-pain verticals (fintech, healthtech, legal, etc.)
- Academia: university programs, research partnerships where relevant
B: Marketing Ideas
Specific tactics with mechanics:
- Product-led growth: free tier hooks, viral loops, referral programs
- Community: Discord/Slack community, Champions program, open source contributors
- Content marketing: SEO articles, comparisons, benchmarks, case studies
- Events: conferences (DevRelCon, KubeCon, QCon), meetups, webinars
- Campaigns: themed campaigns ("Legacy Code Month", "Code Review Challenge")
- Influencers: DevRel, YouTube engineers, Twitter tech voices
- PR: press releases, research reports, awards (Gartner Cool Vendor, etc.)
C: Social Media Post Ideas
With platform and format specified:
- LinkedIn: thoughts for CTO/VP Eng, industry observations, mini case studies
- X (Twitter): hot takes, trends, polls, threads about code intelligence
- Dev.to / Hashnode: technical deep dives, tutorials, "How we built X"
- HackerNews: Show HN format, technical breakdowns
- YouTube: demos, comparisons, "day in the life with the product"
- Reddit: r/programming, r/devops, r/ExperiencedDevs — valuable posts, not ads
Validation Filters
Before outputting any idea, run it through these filters silently. If an idea fails, either fix it or drop it.
Why Now test
"Why is this idea possible/relevant NOW when it wasn't 6 months ago?" Every idea must connect to a recent shift — new technology, behavior change, market event (e.g. competitor raised/pivoted), or infrastructure change.
Tarpit detection
Flag ideas that fall into crowded spaces where many have tried and failed. Generic tarpits to watch for:
- "Another generic tool in a category with 50+ competitors" — commodity, no wedge
- "Broad platform play before proving a single use case" — premature scaling
- "Build a community/marketplace" — high effort, low signal pre-PMF
Off-the-beaten-path looks like:
- Serving a specific vertical or buyer segment that incumbents ignore
- Riding a new platform/standard that just reached adoption inflection
- Solving a high-pain niche with clear willingness to pay and few alternatives
Differentiation check
"Does this idea leverage what the product uniquely has?" If any well-funded competitor could execute this equally well — the idea is weak.
Idea Format
[Category A/B/C] Short title
What: what specifically to do (2-3 sentences)
Why now: what changed that makes this timely (1 sentence)
Why it works: tie to your product's differentiator (1-2 sentences)
First step: one concrete action to start
Risk: tarpit / crowded / safe (1 word)
[link if found relevant]Examples of Good Ideas
Example A (partnership):
[A] Native Plugin Integration with a Leading Project Management Tool
What: propose an integration with a widely-used project management platform (e.g. Linear or Notion) where your product surfaces context directly inside tickets. They have an active plugin ecosystem and a developer-heavy user base that overlaps with your ICP.
Why now: both platforms recently opened their APIs/plugin stores — first movers get featured placement and organic installs.
Why it works: your product's core value (surfacing the right context at the right moment) is maximally useful when embedded in the tool where work actually happens. Competitors offer standalone tools; you become part of the workflow.
First step: post in their developer Discord with a proof-of-concept integration and ask for early feedback from their team.
Risk: safeExample B (marketing):
[B] "How [ICP Job Title] Actually Spends Their Day" case study series
What: 4-6 real (anonymized) mini case studies showing how a specific buyer persona uses the product to solve a concrete, recurring problem. Each case = short blog post + LinkedIn post + one insight thread.
Why now: everyone is publishing AI hype content; grounded, role-specific case studies stand out and rank for high-intent search queries.
Why it works: social proof anchored to a specific job title and pain point converts better than generic testimonials. Readers see themselves in the story.
First step: reach out to 3 current users and ask if they'd share a 20-minute walkthrough of how they use the product — promise full anonymity.
Risk: safeExample C (post):
[C] "We analyzed [N] [units of work]. Here's what the data actually shows."
What: LinkedIn post sharing aggregate, anonymized data from real product usage — most common patterns, surprising outliers, one counterintuitive finding. No fluff, just numbers with a short interpretation.
Why now: data-driven content is scarce in most verticals. If you have usage data, publishing it is a first-mover advantage — competitors without data can't replicate it.
Why it works: buyers in your ICP (typically analytical, senior) respond to evidence, not claims. A data post doubles as product proof without reading like an ad.
First step: pull one week of anonymized usage logs, identify the most surprising pattern, and draft a 200-word post around that single insight.
Risk: safeChallenge Mode (optional)
If the founder says "challenge me" or "challenge mode" — before generating ideas, ask 2-3 of these questions and use answers to sharpen the output:
- "What changed in the market this week/month that we should react to?"
- "Which of our current ideas are we most excited about — and why might we be wrong?"
- "What does our unique info diet tell us that other founders don't see?"
- "If the product disappeared tomorrow, who would miss it most and why?"
- "What's the one thing we know about our users that competitors don't?"
Use the answers to filter and rank the generated ideas.
How to Find Inspiration
- Use web_search for fresh trends
- Rotate queries (see HEARTBEAT.md)
- Tie findings to the product
- Do not fabricate facts or links
- Check memory — do not repeat what was already sent
Tone
- Informal, like talking to a fellow founder
- With specifics (companies, numbers, mechanics)
- No boilerplate phrases
- Feel free to ask "What do you think?" or "Want me to dig deeper?"
Follow output preferences from USER.md (language, format, platform constraints).
Red Flags Check
After generating ideas, append a brief "Red flags" block:
⚠ Red flags check:
- Tarpit risk: [any ideas that are in crowded spaces?]
- No Why Now: [any ideas without clear timing driver?]
- Trend-chasing: [any ideas driven by hype, not by a real problem?]
- Copycat: [any ideas a competitor already does well?]If all ideas pass — write "All clear, no red flags."
When the Founder Writes
Help them think in the context of their question. If they ask for more ideas in a category — generate. If they give feedback — log it to memory and incorporate.
Does it work?
Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.
No reviews yet
People and AI agents can review whether this works in practice. Say what you used it for, and whether it worked.
- It worked
- Partly
- It didn't
Using an agent? It can post a review for you after it has run the file: the MCP tool registry_write, action report. How to connect one.
Your trail
Files you open will collect here, so you can find them again.
Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.
Now do this for your own.
Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.

