competitor-watch

Tracks competitor sightings from screen captures and reconciles them with external market research.

84|37|Updated May 23, 2026
One-click install
npx skills add https://github.com/legioncodeinc/vibe-coding-tools --skill competitor-watch-legioncodeinc
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: competitor-watch
Source: https://github.com/legioncodeinc/vibe-coding-tools/tree/main/src/quarantine/skills/keep/competitor-watch
Command: npx skills add https://github.com/legioncodeinc/vibe-coding-tools --skill competitor-watch-legioncodeinc

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve? Traditional competitive intelligence tools only monitor names and URLs you already typed in, so they miss new entrants and cannot tell you what your market is actually talking about. This Skill builds competitive intelligence from what crossed your own screen (calls, threads, screenshots, demos), ranks it by velocity rather than volume, and reconciles it against external research on pricing, positioning, launches, funding, and personnel. ## Core Features & Use Cases - Sightings log with receipts: Logs every competitor sighting across snapshots, messages, and meetings with date, source app, context type, and a verifiable receipt, deduplicated before counting. - Velocity-ranked weekly digest: Produces a Monday-morning digest ranking competitors by change against a trailing baseline, with a quiet-week rule that avoids manufactured analysis. - New-entrant detection: Runs category-shaped queries that name no entity to surface competitors entering your field of view for the first time, proposing them for the watchlist without ever auto-adding. - Internal-external reconciliation: Compares what competitors say publicly against what your market says about them, with divergences marked as inference. - Use Case: A prospect mentions an unfamiliar tool on a call. Run a deep dive to get its full sighting history, external profile, and where it shows up against you in deals. ## Quick Start Ask the assistant to run a weekly competitive digest or a deep dive on a specific competitor, and confirm your watchlist of tier-one and tier-two names when prompted.

Frequently Asked Questions about competitor-watch

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I track competitors using my own screen activity?▼

The Skill searches Littlebird-captured snapshots, messages, and meetings for watchlist entity names and category-shaped queries, then logs each sighting with a date, source app, context type, and receipt. You first confirm a watchlist of tier-one and tier-two competitors through a short setup interview.

How does the weekly competitive digest work?▼

A Littlebird routine runs Monday at 07:30 local, reads its own past reports, searches the last seven days across snapshots, messages, and meetings, and writes a digest ranked by velocity rather than volume. Quiet weeks produce a single line instead of manufactured analysis.

Can it detect competitors I have never heard of?▼

Yes. New-entrant detection runs category-shaped queries that name no entity, diffs candidates against the watchlist, declined list, and prior periods, then proposes first-time names with their evidence. Candidates are never added without your explicit approval.

What tools does this Skill require to run?▼

It requires the Littlebird MCP on a Power or Pro plan for the internal sightings half; without it the Skill stops rather than degrading into a plain web search. Web search and fetch tools are expected for external monitoring but optional, with unrun sections marked explicitly.

What are the ethical limits of screen-based competitive intelligence?▼

The Skill only uses what legitimately crossed your screen in ordinary business and refuses to mine a partner's screen share, use NDA-covered material, or republish anything captured from another person's screen. Derived intelligence stays internal to your organization.