Agent skill · Audited from source
competitor-teardown
skill · qu-skills/skillsLicence not declaredAudited 27 Oct 2026 · source 4599ef28a2a7
Is it safe? Yes — SAFE, grade B (89/100). We read this skill's source at commit 4599ef28a2a7 and found no filesystem, network or shell access and no hard-coded secrets. What it does: Structured competitive analysis with feature matrices, SWOT, positioning maps, and UX review. Covers research frameworks, pricing comparison, review mining, and visual deliverables. Use for: market research, competitive…
Cite
Cite this page
ModelsAtlas. “competitor-teardown (qu-skills/skills)”. Retrieved 27 Oct 2026. https://modelsatlas.com/skills/qu-skills/competitor-teardown
6 skills are called “competitor-teardown”. You are viewing qu-skills/skills.
- qu-skills/skills★ 781✓SAFE
- mohitagw15856/pm-claude-skills★ 1.4k!CAUTION
- 101-skills/skills★ 781✓SAFE
- halt-catch-fire/skills★ 781✓SAFE
- magentosh/skills★ 781✓SAFE
and 1 more with this name.
Trust audit
Audit 0.4.1 · source read 27 Oct 2026
SAFE means nothing in the source contradicts what the skill says it does. Grade B is shared by 13,985 of 14,816 audited skills.
What the source does
- FilesystemNone observedNo reads or writes in the source
- NetworkNone observedNo outbound calls in the source
- ShellNone observedNo commands run in the source
- DependenciesPinnedNothing floats
- SecretsNone foundNo keys in source
Five audit layers
| Layer | What we check | Result | Findings |
|---|---|---|---|
L0 Provenance | Repo owner, licence, archive status, activity | PASS | 1 |
L1 Static source | Secrets, path traversal, supply chain, hidden code | NA | 0 |
L2 Instructions | Prompt injection, authority framing, hidden directives | PASS | 0 |
L3 Inventory | The files and declarations match the source | PASS | 0 |
L4 Sandbox | Run in isolation and watch behaviour | SKIPPED why | 0 |
Gates applied: no behavioural pass, no license.
Findings (1)
LOWInventory / provenanceinv.no_license
- Why
- no LICENSE file and no repo licence
- Fix
- add a licence
Audit 0.4.1 · source sha 4599ef28a2a7 · 27 Oct 2026Report an issue or request a re-scan
Provenance
Who published it, and what the verdict is pinned to
- Publisherqu-skills GitHub organizationOwner of the repository this skill is read from
- Source folderqu-skills/skills/guides/product/competitor-teardownThe exact folder we audited
- LicenceNot declaredAs the repository states it
- Commit pinned for this verdict4599ef28a2a7A new audit runs when the source changes
- Repository statusNot archivedLast push 12 days ago
- Sandboxed runNot runSkills are read, not executed; layer L4 is skipped
What it tells the agent
Full source on GitHub ↗Its description: Structured competitive analysis with feature matrices, SWOT, positioning maps, and UX review. Covers research frameworks, pricing comparison, review mining, and visual deliverables. Use for: market research, competitive…
---
name: competitor-teardown
description: "Structured competitive analysis with feature matrices, SWOT, positioning maps, and UX review. Covers research frameworks, pricing comparison, review mining, and visual deliverables. Use for: market research, competitive intelligence, investor decks, product strategy, sales enablement. Triggers: competitor analysis, competitive analysis, competitor teardown, market research, competitive intelligence, swot analysis, competitor comparison, market landscape, competitor review, competitive landscape, feature comparison, market positioning"
allowed-tools: Bash(belt *)
---
> **Install the belt CLI skill:** `npx skills add belt-sh/cli`
# Competitor Teardown
Structured competitive analysis with research and screenshots via [inference.sh](https://inference.sh) CLI.
## Quick Start
> Requires inference.sh CLI (`belt`). [Install instructions](https://raw.githubusercontent.com/inference-sh/skills/refs/heads/main/cli-install.md)
```bash
belt login
# Research competitor landscape
belt app run tavily/search-assistant --input '{
"query": "top project management tools comparison 2024 market share"
}'
# Screenshot competitor's website
belt app run infsh/agent-browser --input '{
"url": "https://competitor.com",
"action": "screenshot"
}'
```
## Teardown Framework
### The 7-Layer Analysis
| Layer | What to Analyze | Data Source |
|-------|----------------|-------------|
| 1. **Product** | Features, UX, quality | Screenshots, free trial |
| 2. **Pricing** | Plans, pricing model, hidden costs | Pricing page, sales call |
| 3. **Positioning** | Messaging, tagline, ICP | Website, ads |
| 4. **Traction** | Users, revenue, growth | Web search, press, funding |
| 5. **Reviews** | Strengths, weaknesses from users | G2, Capterra, App Store |
| 6. **Content** | Blog, social, SEO strategy | Website, social profiles |
| 7. **Team** | Size, key hires, background | LinkedIn, About page |
## Research Commands
### Company Overview
```bash
# General intelligence
belt app run tavily/search-assistant --input '{
"query": "CompetitorX company overview funding team size 2024"
}'
# Funding and financials
belt app run exa/search --input '{
"query": "CompetitorX funding round series valuation investors"
}'
# Recent news
belt app run tavily/search-assistant --input '{
"query": "CompetitorX latest news announcements 2024"
}'
```
### Product Analysis
```bash
# Feature comparison
belt app run exa/search --input '{
"query": "CompetitorX vs alternatives feature comparison review"
}'
# Pricing details
belt app run tavily/extract --input '{
"urls": ["https://competitor.com/pricing"]
}'
# User reviews
belt app run tavily/search-assistant --input '{
"query": "CompetitorX reviews G2 Capterra pros cons 2024"
}'
```
### UX Screenshots
```bash
# Homepage
belt app run infsh/agent-browser --input '{
"url": "https://competitor.com",
"action": "screenshot"
}'
# Pricing page
belt app run infsh/agent-browser --input '{
"url": "https://competitor.com/pricing",
"action": "screenshot"
}'
# Signup flow
belt app run infsh/agent-browser --input '{
"url": "https://competitor.com/signup",
"action": "screenshot"
}'
```
## Feature Matrix
### Structure
```markdown
| Feature | Your Product | Competitor A | Competitor B | Competitor C |
|---------|:---:|:---:|:---:|:---:|
| Real-time collaboration | ✅ | ✅ | ❌ | ✅ |
| API access | ✅ | Paid only | ✅ | ❌ |
| SSO/SAML | ✅ | Enterprise | ✅ | Enterprise |
| Custom reports | ✅ | Limited | ✅ | ❌ |
| Mobile app | ✅ | iOS only | ✅ | ✅ |
| Free tier | ✅ (unlimited) | ✅ (3 users) | ❌ | ✅ (1 project) |
| Integrations | 50+ | 100+ | 30+ | 20+ |
```
### Rules
- ✅ = Full support
- ⚠️ or "Partial" = Limited or conditional
- ❌ = Not available
- Note conditions: "Paid only", "Enterprise tier", "Beta"
- Lead with features where YOU win
- Be honest about competitor strengths — credibility matters
## Pricing Comparison
### Structure
```markdown
| | Your Product | Competitor A | Competitor B |
|---------|:---:|:---:|:---:|
| **Free tier** | Yes, 5 users | Yes, 3 users | No |
| **Starter** | $10/user/mo | $15/user/mo | $12/user/mo |
| **Pro** | $25/user/mo | $30/user/mo | $29/user/mo |
| **Enterprise** | Custom | Custom | $50/user/mo |
| **Billing** | Monthly/Annual | Annual only | Monthly/Annual |
| **Annual discount** | 20% | 15% | 25% |
| **Min seats** | 1 | 5 | 3 |
| **Hidden costs** | None | Setup fee $500 | API calls metered |
```
### What to Look For
- Minimum seat requirements
- Annual-only billing (reduces flexibility)
- Feature gating between tiers
- Overage charges
- Setup/onboarding fees
- Contract lock-in periods
## SWOT Analysis
Create a SWOT for each competitor:
```markdown
### Competitor A — SWOT
| Strengths | Weaknesses |
|-----------|------------|
| • Strong brand recognition | • Slow feature development |
| • Large integration ecosystem | • Complex onboarding (30+ min) |
| • Enterprise sales team | • No free tier |
| Opportunities | Threats |
|--------------|---------|
| • AI features not yet shipped | • New AI-native competitors |
| • Expanding into mid-market | • Customer complaints about pricing |
| • International markets untapped | • Key engineer departures (LinkedIn) |
```
## Positioning Map
A 2x2 matrix showing where competitors sit on two meaningful dimensions.
### Choose Meaningful Axes
| Good Axes | Bad Axes |
|-----------|----------|
| Simple ↔ Complex | Good ↔ Bad |
| SMB ↔ Enterprise | Cheap ↔ Expensive (too obvious) |
| Self-serve ↔ Sales-led | Old ↔ New |
| Specialized ↔ General | Small ↔ Large |
| Opinionated ↔ Flexible | — |
### Template
```
Enterprise
│
Competitor C │ Competitor A
● │ ●
│
Simple ──────────────────────────── Complex
│
You ● │ Competitor B
│ ●
│
SExcerpt, first 6,000 characters of SKILL.md, verbatim from the audited commit. It is text from someone else’s repository, quoted so you can judge it before your agent reads it.
Install
Pinned to the audited commit 4599ef2
npx skills add inference-sh/skills@web-search npx skills add inference-sh/skills@prompt-engineering
git clone https://github.com/qu-skills/skills git -C skills checkout 4599ef28a2a7
Commands as the repository documents them: shown, never run by us. Our verdict covers commit 4599ef28a2a7 only.
Works in
The author has not said which agents this skill supports, and we have not tested it in any.
Audit history
Every audit, every source change
- ✓SAFE B 89 / 100
first audit · source
4599ef28a2a7
README badge
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[](https://modelsatlas.com/skills/qu-skills/competitor-teardown/)
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Sources
- github.com/qu-skills/skills/tree/main/guides/product/competitor- — the audited source at commit 4599ef28a2a7 and every finding aboveObserved · 27 Oct 2026
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