autonomous-loop
Iterate until success or limit, composing existing skills with Jidoka integration
Research best-in-class products using Browser MCP and WebSearch
$ npx -y skills add WellApp-ai/Well --skill competitor-scan --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
/competitor-scanContext preview
The summary Claude sees to decide when to auto-load this skill.
Research best-in-class products using Browser MCP and WebSearch
name: competitor-scan description: Research best-in-class products using Browser MCP and WebSearch
Research how best-in-class products solve similar problems using Browser MCP for screenshots and WebSearch for teardowns.
Use the domain competitor table:
| Domain | Products to Study | |--------|-------------------| | Workspaces/Collaboration | Notion, Linear, Slack, Figma, Attio | | Data Tables | Airtable, Retool, Rows, Grist | | AI Chat | ChatGPT, Claude, Gemini, Perplexity | | Onboarding/Flows | Stripe, Plaid, Mercury, Ramp | | Settings/Admin | Vercel, Railway, PlanetScale | | Invitations/Team | Slack, Notion, Linear, Figma | | Billing/Subscriptions | Stripe, Paddle, Chargebee |
For each relevant competitor:
1. browser_navigate to the product URL or relevant page 2. browser_snapshot to understand the page structure 3. browser_take_screenshot to capture the UI 4. browser_click / browser_type to navigate through flows
**Capture:**
Search for existing analysis:
WebSearch "[Product] UI teardown [feature]" WebSearch "[Product] UX case study [feature]" WebSearch "[Feature] best practices design patterns"
For each competitor, note:
| Aspect | Pattern | |--------|---------| | **Layout** | How is content organized? | | **Navigation** | How do users move between states? | | **Actions** | How are primary/secondary actions presented? | | **Feedback** | How is success/error communicated? | | **Copy** | What language/tone is used? |
After running this skill, output:
## Competitor Scan ### Products Analyzed 1. [Product A] - [URL or feature] 2. [Product B] - [URL or feature] 3. [Product C] - [URL or feature] ### Key Patterns Observed | Pattern | Product | Description | |---------|---------|-------------| | [Pattern] | [Product] | [How they do it] | ### Insights for Our Design - [Insight 1]: [How to apply] - [Insight 2]: [How to apply] ### Screenshots Captured - [Description of screenshot 1] - [Description of screenshot 2]
Invoke manually with "use competitor-scan skill" or follow Ask mode DIVERGE loop which references this skill's phases.
Iterate until success or limit, composing existing skills with Jidoka integration
Generate and maintain BPMN 2.0 diagrams linked to Gherkin scenarios
Systematic debugging with MCP integration, auto-invoke from qa-commit, Phase 7 Harden
Capture patine (decision wisdom) at Gates when KO or challenge occurs