AgentStack
Browse Sign in
Browse Why AgentStack Sell Docs
Sign in
SKILL verified Apache-2.0 Self-run

Niche Researcher

skill-lemonhall-influencer-marketing-claude-skills-niche-researcher · by lemonhall

Deep-dives into specific niche communities to understand their culture, key voices, content preferences, and unwritten rules. Essential for authentic influencer partnerships in specialized markets.

No reviews yet
0 installs
8 views
0.0% view→install

Install

$ agentstack add skill-lemonhall-influencer-marketing-claude-skills-niche-researcher

✓ scanned · ✓ verified, works with Claude Code, Cursor, and more.

Security review

✓ Passed

No issues found. Passed automated security review. · v0.1.0 How review works →

  • Prompt-injection patterns
  • Secret / credential exfiltration
  • Dangerous shell & filesystem operations
  • Untrusted network calls
  • Known-malicious package signatures

What it can access

  • Network access No
  • Filesystem access No
  • Shell / process execution No
  • Environment & secrets No
  • Dynamic code execution No

From automated source analysis of v0.1.0. “Used” means the capability is present in the source — more access means more to trust, not that it’s unsafe.

View the full security report →

Verified badge

Passed review? Show it. Paste this badge into your README, it links to the public security report.

AgentStack Verified badge Links to your public security report.
[![AgentStack Verified](https://agentstack.voostack.com/badges/verified.svg)](https://agentstack.voostack.com/security/report/skill-lemonhall-influencer-marketing-claude-skills-niche-researcher)

Reliability & compatibility

Security review passed
0 installs to date
no reviews yet
7mo ago

Declared compatibility

Claude CodeClaude Desktop

Compatibility is declared by the source manifest. End-to-end runtime verification is coming, see below.

Preview Execution monitoring

We're building live execution health for every listing: tool-call success rate, median latency, uptime, and last-checked timestamps, measured, not self-reported. It isn't live yet, so we don't show numbers we can't stand behind.

How agent discovery & health will work →
Are you the author of Niche Researcher? Claim this listing to set pricing, connect Stripe payouts, and keep 70% of every sale.
Sign up to claim

About

Niche Researcher

This skill helps you understand specific niche communities before engaging with influencers in that space. It analyzes community culture, identifies key voices, maps content ecosystems, and reveals the unwritten rules that determine authentic engagement.

When to Use This Skill

  • Entering a new market or category
  • Understanding a subculture before partnering with creators
  • Identifying micro-communities within larger audiences
  • Finding underserved niches with high engagement
  • Avoiding cultural missteps in unfamiliar communities
  • Discovering emerging niche categories

What This Skill Does

  1. Community Mapping: Identifies and profiles niche communities
  2. Culture Analysis: Understands values, language, and norms
  3. Voice Identification: Finds key influencers and thought leaders
  4. Content Ecosystem: Maps what content performs in the niche
  5. Opportunity Assessment: Evaluates brand fit and potential
  6. Risk Identification: Flags cultural sensitivities and taboos

How to Use

Research a Niche

Research the [niche] community and identify opportunities for [brand]
Deep-dive into [subculture] - who are the key voices and what content works?

Find Niches

What micro-niches exist within [broader category] that would be good for [brand]?

Evaluate Fit

Would [brand] be a good fit for the [niche] community? What are the risks?

Instructions

When a user requests niche research:

  1. Define the Niche

```markdown ### Niche Research Parameters

Niche/Community: [name] Parent Category: [broader category] Brand/Product: [what's being promoted] Research Goal: [awareness/partnership/entry strategy] Platforms to Focus: [platforms] ```

  1. Map the Community

```markdown ## Community Overview

### Niche Profile

Name: [community name/identifier] Size Estimate: [community size] Growth Trend: [growing/stable/declining] Primary Platforms: [where they gather] Secondary Platforms: [other presence]

### Community Demographics

| Attribute | Profile | Notes | |-----------|---------|-------| | Age range | [range] | [notes] | | Gender split | [%] | [notes] | | Location | [regions] | [notes] | | Income | [range] | [notes] | | Occupation | [typical jobs] | [notes] |

### Community Psychographics

Core Identity:

  • How they describe themselves: "[self-description]"
  • What unites them: [shared passion/belief/activity]
  • What they're against: [opposition identity]

Values Hierarchy:

  1. [Top value]: [why it matters]
  2. [Second value]: [why it matters]
  3. [Third value]: [why it matters]

### Sub-communities

| Sub-niche | Size | Focus | Key Difference | |-----------|------|-------|----------------| | [sub 1] | [size] | [focus] | [how it differs] | | [sub 2] | [size] | [focus] | [how it differs] | ```

  1. Analyze Community Culture

```markdown ## Cultural Analysis

### Language & Terminology

Key Terms to Know:

| Term | Meaning | Usage Context | |------|---------|---------------| | [term 1] | [meaning] | [how/when used] | | [term 2] | [meaning] | [how/when used] | | [term 3] | [meaning] | [how/when used] |

Insider Language Examples:

  • "[phrase]" = [translation]
  • "[phrase]" = [translation]

Language to Avoid:

  • "[term]" - [why it's problematic]
  • "[term]" - [why it's problematic]

### Community Norms

Unwritten Rules:

  1. [Rule 1]: [explanation]
  • Do: [example]
  • Don't: [example]
  1. [Rule 2]: [explanation]
  • Do: [example]
  • Don't: [example]

### Status & Credibility

How credibility is earned:

  • [Factor 1]: [explanation]
  • [Factor 2]: [explanation]
  • [Factor 3]: [explanation]

Status markers:

  • [Marker 1]: [what it signals]
  • [Marker 2]: [what it signals]

### Content Culture

Celebrated content types:

  • [Type 1]: [why it's valued]
  • [Type 2]: [why it's valued]

Content taboos:

  • [Taboo 1]: [why it's rejected]
  • [Taboo 2]: [why it's rejected]

### Brand Attitudes

How community views brands:

  • General attitude: [positive/neutral/skeptical/hostile]
  • Brands that succeeded: [examples and why]
  • Brands that failed: [examples and why]

What earns brand acceptance:

  • [Factor 1]
  • [Factor 2]

What triggers rejection:

  • [Factor 1]
  • [Factor 2]

```

  1. Identify Key Voices

```markdown ## Key Community Voices

### Tier 1: Community Leaders

These are the most influential voices who shape community opinion.

| Creator | Platform | Followers | Why They Matter | |---------|----------|-----------|-----------------| | @[handle1] | [platform] | [count] | [influence description] | | @[handle2] | [platform] | [count] | [influence description] |

Deep Dive: [Top Creator]

  • Handle: @[handle]
  • Platforms: [platforms]
  • Content focus: [topics]
  • Engagement rate: [%]
  • Community standing: [description]
  • Brand history: [past partnerships]
  • Partnership potential: [assessment]

### Tier 2: Rising Stars

Emerging voices gaining influence rapidly.

| Creator | Platform | Followers | Growth Rate | Specialty | |---------|----------|-----------|-------------|-----------| | @[handle] | [platform] | [count] | [% growth] | [focus] |

### Tier 3: Micro-Voices

Smaller but highly trusted within specific sub-niches.

| Creator | Sub-niche | Followers | Engagement | Value | |---------|-----------|-----------|------------|-------| | @[handle] | [niche] | [count] | [rate] | [what they offer] |

### Voice Map

``` Community Influence Structure:

[Leader 1] ─────┐ ├──── Core Community [Leader 2] ─────┤ │ [Rising 1] ─────┼──── Growing Segment [Rising 2] ─────┤ │ [Micro voices] ─┴──── Niche Segments ```

### Collaboration Networks

Who collaborates with whom:

  • [Creator A] often works with [Creator B]
  • [Group/collective] includes: [members]
  • Cross-platform presence: [who's on multiple platforms]

```

  1. Map Content Ecosystem

```markdown ## Content Ecosystem

### Top Performing Content Types

| Content Type | Platform | Avg Engagement | Example | |--------------|----------|----------------|---------| | [type 1] | [platform] | [rate] | [example] | | [type 2] | [platform] | [rate] | [example] | | [type 3] | [platform] | [rate] | [example] |

### Content Themes

Evergreen topics (always relevant):

  • [Topic 1]: [why it resonates]
  • [Topic 2]: [why it resonates]

Trending topics (current):

  • [Topic 1]: [current conversation]
  • [Topic 2]: [current conversation]

Controversial topics (handle carefully):

  • [Topic 1]: [different perspectives]

### Content Formats

High Performance: | Format | Platform | Why It Works | Brand Application | |--------|----------|--------------|-------------------| | [format] | [platform] | [reason] | [how brand can use] |

Declining/Saturated:

  • [Format]: [why it's declining]

### Hashtags & Discovery

Community hashtags: | Hashtag | Volume | Community Meaning | |---------|--------|-------------------| | #[tag1] | [posts] | [significance] | | #[tag2] | [posts] | [significance] |

Discovery pathways:

  • How content spreads: [mechanism]
  • Cross-posting patterns: [platforms]
  • Algorithm factors: [what gets boosted]

```

  1. Assess Opportunities & Risks

```markdown ## Opportunity Assessment

### Market Opportunity

| Factor | Assessment | Notes | |--------|------------|-------| | Community size | [size] | [growing/stable/shrinking] | | Brand saturation | [low/medium/high] | [competitor presence] | | Purchase intent | [low/medium/high] | [buying behavior] | | Price sensitivity | [low/medium/high] | [spending patterns] | | Engagement quality | [low/medium/high] | [interaction depth] |

### Brand Fit Score

| Factor | Score (1-5) | Explanation | |--------|-------------|-------------| | Value alignment | [score] | [explanation] | | Audience overlap | [score] | [explanation] | | Product relevance | [score] | [explanation] | | Content fit | [score] | [explanation] | | Price point fit | [score] | [explanation] | | Total | [X/25] | |

Fit Assessment: [Strong/Moderate/Weak/Poor]

### Risk Assessment

| Risk | Likelihood | Impact | Mitigation | |------|------------|--------|------------| | [Risk 1] | High/Med/Low | High/Med/Low | [how to mitigate] | | [Risk 2] | High/Med/Low | High/Med/Low | [how to mitigate] | | [Risk 3] | High/Med/Low | High/Med/Low | [how to mitigate] |

Cultural Sensitivities:

  • [Sensitivity 1]: [how to navigate]
  • [Sensitivity 2]: [how to navigate]

### Competitive Landscape

| Competitor | Niche Presence | Strategy | Performance | |------------|----------------|----------|-------------| | [comp 1] | [level] | [approach] | [results] | | [comp 2] | [level] | [approach] | [results] |

White Space Opportunities:

  • [Opportunity 1]: [description]
  • [Opportunity 2]: [description]

```

  1. Generate Entry Strategy

```markdown ## Niche Entry Strategy

### Recommended Approach

Strategy Type: [Immersion/Partnership/Sponsorship/Content]

Rationale: [why this approach]

### Phase 1: Listen & Learn (Weeks 1-2)

  • Follow key voices: [list]
  • Monitor conversations: [topics]
  • Note language patterns: [terminology]
  • Identify content gaps: [opportunities]

### Phase 2: Soft Entry (Weeks 3-4)

  • Initial creator partnerships: [recommended creators]
  • Content approach: [format and style]
  • Community touchpoints: [where to engage]

### Phase 3: Active Engagement (Month 2+)

  • Expanded creator roster: [additional partners]
  • Community participation: [how to contribute]
  • Content cadence: [frequency]

### Creator Partnership Recommendations

Must-Partner (High priority): | Creator | Platform | Why | Approach | |---------|----------|-----|----------| | @[handle] | [platform] | [reason] | [how to approach] |

Should-Consider (Medium priority): | Creator | Platform | Why | Approach | |---------|----------|-----|----------| | @[handle] | [platform] | [reason] | [how to approach] |

### Content Strategy

Themes to emphasize:

  • [Theme 1]: [content angle]
  • [Theme 2]: [content angle]

Formats to use:

  • [Format 1]: [why it works here]
  • [Format 2]: [why it works here]

Avoid:

  • [Content type]: [why it won't work]

### Success Metrics

| Metric | Target | Timeline | |--------|--------|----------| | [metric 1] | [target] | [when] | | [metric 2] | [target] | [when] |

### Red Lines

Things that would damage brand reputation in this community:

  • [Red line 1]
  • [Red line 2]

```

Example

User: "Research the #BookTok community for a publishing brand"

Output: [Comprehensive niche research on BookTok including community culture, key voices like @aikitwokki, content types that perform (book reviews, reading vlogs, shelfies), language ("booktok made me buy it"), and strategic recommendations for publisher partnerships]

Tips for Success

  1. Spend time observing - Don't rush into partnerships
  2. Learn the language - Authenticity requires fluency
  3. Respect the culture - Every community has sacred cows
  4. Start with respected voices - Credibility transfers
  5. Add value, don't extract - Communities reject exploitation

Related Skills

  • [audience-analyzer](../audience-analyzer/) - Broader audience understanding
  • [trend-spotter](../trend-spotter/) - Trends within niches
  • [influencer-discovery](../../map/influencer-discovery/) - Find niche influencers
  • [fit-scorer](../../map/fit-scorer/) - Evaluate niche influencer fit

Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

Install and usage instructions live in the source repository linked above.

Reviews

No reviews yet, be the first.

Versions

  • v0.1.0 Imported from the upstream source.